Crypto & DePIN
225 statements · 2018–2026
2018 will be the year of security tokens
Cloud Mobility with Legendary Developer Greg Osuri, Founder and CEO of Overclock Labs (The Silicon Valley Insider Show)
“I think 2018 is going to be the year of security tokens. You’re going to see a lot less utility tokens. I know folks that are getting investigated… My recommendation is folks should really explore more securities than utilities and do it the right way.” — 00:23:19
Context: Discussion of Wyoming’s utility-token law; Greg argues selling tokens pre-utility with expectation of return is a security, and mentions Reg A+ as an alternative path.
Endorsement: Loom/Solana solved fundamental scalability and interoperability
Solana: The World's Fastest Blockchain (fireside chat at Node) (Solana)
“I’m really excited about Loom. I mean, I think they’ve solved a lot of fundamental scalability and interoperability problems… the white paper is phenomenal, it just opens up a whole different way of how you think blockchain.” — 00:31:44
Context: Greg’s closing endorsement (the whitepaper quote lands at 00:34:38); notable as a pre-rebrand, pre-mainnet call on Solana.
Greg is an early, excited Solana ("Loom") investor
Solana: The World's Fastest Blockchain (fireside chat at Node) (Solana)
“We take time for granted and they embrace that and sort of built a highly scalable, about 700,000 transactions second… very fascinating, excited to be the investor… yeah, they take my money.” — 00:00:43
Context: Greg’s on-stage intro of Anatoly Yakovenko in April 2018, nearly two years before Solana mainnet; he coyly confirms he has invested.
2018 is blockchain's 1996-98: no killer app, no browser yet
S1E2 - Greg Osuri (CryptoChange.News)
“We are in like the 98, I would think, of the .com era… or probably even 96. We still don’t have the killer app, except for Bitcoin. We still don’t have the browser for the blockchain, right? Browser being the killer app for the World Wide Web… We still are in the BBS level.” — 00:17:34
Context: His dot-com analogy (spans into the 00:18:15 block), paired with the contrarian “I wish Bitcoin did not hit 20,000” (00:16:51) because the price run attracted misaligned speculators; corrections “weed out the bad intent.”
Blockchain will take over the world faster than the web did
S1E2 - Greg Osuri (CryptoChange.News)
“Considering the rate at which these projects are being formed and evolving gives me the confidence that the rate at which blockchain will take on the world is going to be much faster than the worldwide web itself… I’m pretty confident within a year or two, we’re going to see a massive adoption of blockchain.” — 00:13:21
Context: He tempers it — “we are in month nine,” usability and performance problems remain — but claims blockchain’s benefits already “rival the worldwide web itself” (quote spans into the 00:14:15 block).
The unstoppable web
"Crypto Stories: A Primer on Distributed Computing with Dani Grant, Dan Desjardins, Chandler Song, and Greg Osuri" (Village Global's Venture Stories)
“One of the concepts we’re working is unstoppable web. Unstoppable web is censorship resistant web that cannot be taken down by any individual other than the beholder of a key. By combining other protocols such as Handshake or an Orchid and us together, we can create an infrastructure where the DNS discovery is decentralized, as well as the runtime is decentralized.” — 00:10:15
Context: Greg’s “exploration” track for Akash’s next five years — a fully decentralized web stack; an early statement of the censorship-resistance thesis he repeats in later years.
Smart contracts on Ethereum cost $13,000/MB vs ~$25 on Akash
Serverless Panel: Komal Mangtani, Greg Osuri, Guillermo Rauch, Gwen Shapira (Kong)
“Today, as it stands, it’s unaffordable… give an example: a one megabyte of smart contract on Ethereum network costs $13,000, when on Akash network costs about $25. Any programmer in the right mind wouldn’t deploy a smart contract expected to run… most of the [blockchains] happen to be a monolithic and homogenous architecture, so it’s a socialistic model — everybody shares the costs and somebody has to pay.” — 00:20:27
Context: Arguing blockchain compute economics were broken by monolithic architectures treating every application the same; decoupling execution (Akash’s model) fixes cost variance. Captions garble “Ethereum” as “a theorem” and “Akash” as “a u.s.”.
"We cracked the code" on tokenized business models
Overcoming the Challenges of Distributed Networks with Greg Osuri CEO Overclock Labs & Akash Network (Techpost)
“You can have high margins, there’s nothing wrong with making money, but you have to be aligned with your core values. So I think we cracked the code when it comes to tokenized business models, and this is something I’ve been thinking about for quite a long time.” — 00:46:26
Context: After outlining the three open-source business models (support, open-core, tokenized); he declines to reveal specifics but says it will “be evident very very soon.”
Bootstrap the marketplace by "borrowing from the future"
"Hashing It Out #70 - Akash Network - Greg Osuri" (Hashing It Out (The Bitcoin Podcast Network))
“My thesis was, in a two-sided marketplace, the first challenge the market has to solve is the demand supply paradox. What comes first?… when you bootstrap supply to a point that it’s extremely attractive to the demand — let’s say cost, for example — the demand side will catch up… really, you’re borrowing from the future to bootstrap the present.” — 00:30:22
Context: Summarizing his paper “Bootstrapping a free market by borrowing from the future” (quote spans the 00:31:06 and 00:31:48 blocks): inflation-funded supply subsidies de-risk providers until network effects arrive — the template later used for Akash’s provider incentives.
Tokenized open source software is the third open-source business model
"Hashing It Out #70 - Akash Network - Greg Osuri" (Hashing It Out (The Bitcoin Podcast Network))
“So far, the business models for open source software have been primarily subscription driven and open core driven. But now we’re experiencing the third business model, which is tokenized open source software, we call it, where it has this incredible incentive layer, the token layer on top of the open source platform… So how do you monetize? A lot of us are still trying to figure that out, to be honest with you. And our solution is [selling] hardware.” — 00:28:47
Context: From the recovered span (quote spans into the 00:29:29 block), answering “how do you make money?”: Overclock profits only if the network succeeds — via Supermini hardware sales and managed services (“setting hardware” is Whisper for “selling hardware”). An early articulation of the tokenized-OSS sustainability thesis he later repeats.
Decentralized apps that feel centralized
Greg Osuri - Founder of Akash Network / Solana Testimonial (Solana)
“The thing that excites me most about Solana is the throughput that allows developers to build applications that feel like a centralized application but actually it’s decentralized on the core — and it’s a very attractive property that allows real distributed systems engineers to actually consider building on a blockchain.” — 00:01:30
Context: His bar for blockchain viability: centralized-grade UX/performance with decentralized foundations.
IBC will enable stablecoin payments for compute
The Akashian Challenge Phase 2 Livestream (Akash Network)
“In our roadmap we’re talking about supporting stablecoin payments for compute on the Akash network, and by far the easiest way for us to accomplish that is going to be to enable IBC in Akash.” — 00:24:20
Context: Speaker: Jack Zampolin, not Greg — explaining his move from Cosmos to Akash and the in-progress IBC migration PR. Stablecoin payment support did later ship on Akash.
Solana smart contracts running on Akash, paying in AKT
The Akashian Challenge Phase 2 Livestream (Akash Network)
“We believe Solana has incredible… high-performance smart contracts capability, because [their] throughput numbers are astronomical. So you should be, hopefully soon, run Solana smart contracts using Akash, pay using Akash tokens… it’s like using Solana’s software on Akash, which is hardware, paying to Solana using Akash tokens… a beautiful improbable love story there.” — 00:36:13
Context: Greg, following Jack’s note that Solana was discussing deploying its testnet nodes and app frontends on Akash (expected in Phase 3).
Giving away 5% of the network to developers as the bootstrap mechanism
Akash AMA Livestream (Akash Network)
“For our developer incentives, we’re giving away five percent of the network — last testnet we did was two percent, this testnet is three percent — so we are very committed to ensuring the developers [are] incentivized early. That will be our bootstrapping mechanism before the value of the network actually occurs in the token.” — 00:29:41
Context: Closing remark on how Akash planned to bootstrap supply and demand before mainnet token utility existed.
DeFi front-ends will be shut down — Akash shifts liability to users
"The Akashian Challenge Livestream: Phase 3 Week 1" (Akash Network)
“Very very soon we’re going to see a lot of these DeFi exchanges getting shut down because they’re facilitating money transactions without proper banking licenses. What Akash gives them is a way out… they can have users use Akash to launch their own dexes by themselves… they ship the liability to the user… Akash is primed as the only cloud for DeFi that can do this — no other cloud can do this in the world.” — 00:35:05
Context: A 2020 regulatory prediction (predating the 2021-2023 DeFi front-end enforcement wave) used to position censorship-resistant hosting as Akash’s moat.
"Ownerless services": nodes that pay for their own hosting
"The Akashian Challenge Livestream: Phase 3 Week 1" (Akash Network)
“Because Akash is a decentralized network you don’t really have sign-up, you don’t really have the concept of an owner… you earn income running the Solana node — that income can go directly from the node to Akash, paid in Solana tokens, when we interoperate. That’s the future vision… a very holistic frictionless experience, and this is impossible in the cloud… a fully interoperable cloud.” — 00:47:51
Context: Explaining the Solana partnership (TCP/UDP port support built for their validators); an early sketch of autonomous, self-paying infrastructure.
Stakers will take 20% of hosting fees — the $300B math
"The Akashian Challenge Livestream: Phase 3 Week 1" (Akash Network)
“It takes about twenty five thousand dollars to run Ethereum — twenty percent of that will go to Akash stakers… the industry being 300 billion dollars, do the math: 20% of that at 100% market penetration — that’s quite a lot of money.” — 00:51:21
Context: Asked about the business model; Overclock Labs takes no cut and profits by staking AKT, with inflation rewards designed to give way to a fee share.
Compute will be paid for in stablecoins, not volatile tokens
Greg Osuri - AKASH Network (At Stake)
“There will be some friction, I would imagine, for using Akash tokens to pay for compute. So to alleviate that friction, we wanted to introduce stable currencies… using USDX to pay for cloud compute is the first use case for IBC that we really want to, like, get out.” — 00:30:19
Context: IBC discussion (spans into the 00:31:05 block); multi-currency settlement via Kava’s USDX framed as Akash’s first IBC use case. Akash did later add USDC settlement (2023).
Websites hosted by a blockchain network at mainnet 2
"The Akashian Challenge: Closing Live Stream" (Akash Network)
“Come mainnet 2, you’re going to be paying for infrastructure with digital currencies, and so it’s like a real-life physical thing. There will be websites that will be hosted by a blockchain network.” — 01:12:14
Context: Contrast with “10,000 projects that don’t do much in the real world.” Speaker: Adam Bozanich (CTO), not Greg.
Pay for compute with any token — the end state
Citizen Cosmos and OmniFlix Network: Conversations with Jack ft. Greg Osuri Akash Network, S1E1 (Citizen Web3)
“Ideally you want to be able to pay for compute — staking is one thing, but actually paying for compute using Ethereum or an ERC-20 token, that means any stable currency… is the ideal scenario that we are all going to [want]. We’re going to do this in multiple stages: first we’re going to do a wrapped bridge that will eventually become a lot [more] native.” — 00:29:17
Context: Closing answer on the Peggy/Ethereum bridge and Uniswap listing plans Jack described; multi-token payment later became a shipped Akash feature.
Pay for compute with any token — the end state
Conversations with Jack ft Greg Osuri - S1E1 - by OmniFlix Network & Citizen Cosmos (OmniFlix Network)
“Ideally you want to be able to pay for compute — staking is one thing, but actually paying for compute using Ethereum or an ERC-20 token, that means any stable currency on ERC, is the ideal scenario that we are all going towards… we’re going to do this in multiple stages: first we’re going to do a wrapped bridge that will eventually become a lot [more] native.” — 00:29:44
Context: Closing answer following Jack’s Peggy bridge/Uniswap explanation; multi-token payment later became a shipped Akash feature.
Ownerless web services — infrastructure that pays for itself
Akash Network, Cloud Computing on Blockchain (MikoBits Blockchain, NFT and DeFi Show)
“What we really want to push further is ownerless web services, where say for example you’re hosting a Thor node and you’re a validator and you earn income as a validator — part of the commission can actually go to pay for compute itself from Akash without you touching an Akash wallet. That’s really putting our foundation for a larger vision of an interoperable cloud.” — 00:37:07
Context: Following the “deploy on Akash button on GitHub” idea; self-sustaining, non-custodial infrastructure as the endgame.
Akash will be the first chain to connect to the Cosmos Hub via IBC
The Unstoppable Live Stream w/ Greg Osuri and Brian Fox (Akash Network)
“We will be the first chain to connect to the Cosmos Hub as soon as Cosmos Hub goes live, right around mid-Feb.” — 00:55:25
Context: Mainnet 2 update; Akash was one of seven Stargate core developers and built the IBC relayer. Dated, checkable claim (Stargate launched Feb 2021).
Decentralized protocols will converge into a full web stack
The Unstoppable Live Stream w/ Greg Osuri and Brian Fox (Akash Network)
“I think you’re going to see a convergence of a lot of these decentralized technologies all delivering to the goals of a better society. Akash provides infrastructure, Orchid provides routability, Handshake provides discovery, and something like Filecoin or Arweave or any others provide long-term storage.” — 00:36:22
Context: Answering how Orchid and Akash interact; he foresees VPNs becoming the gateway (DNS + routability) into the decentralized world.
Cambrian explosion — the birth of a new cloud
The cloud, open source and flash loans with Greg Osuri (Citizen Web3)
“So blockchain alone, first thing we’re seeing is a Cambrian explosion of decentralized cloud. I think people should take NuCypher and Filecoin and like Sia and these projects a little more seriously… We are seeing the birth of a new cloud. And when Cosmos and IBC comes into fruition, when we have interoperability… it’s going to be phenomenal.” — 00:45:14
Context: Asked what innovations excite him most; project names per Whisper transcript (“NewCypher… XIA”) normalized to NuCypher/Sia.
Companies seek monopoly; networks are markets
The cloud, open source and flash loans with Greg Osuri (Citizen Web3)
“There’s a fundamental difference between a company and a market. The mandate for a company is to become a monopoly. The mandate for a market is to have perfect competition, to have multiple providers. So blockchain networks are not companies. Blockchain networks are markets.” — 00:22:26
Context: Structural argument for why Akash-the-network can stay user-aligned where Amazon-the-company cannot; hosts summarize it as “you can fork the code, but you can’t fork the network.”
Decentralized cloud is having its "DeFi moment of 2018" — big things in 2021
The cloud, open source and flash loans with Greg Osuri (Citizen Web3)
“I think there’s going to be a lot of exciting things that are going to come out in the next, this year, in 2021, with the decentralized cloud. I think they’re having the DeFi moment of 2018 at this stage.” — 00:45:55
Context: Dated prediction that decentralized cloud in early 2021 sits where DeFi sat in 2018, i.e., just before its breakout.
IBC is data transfer, not token transfer — it will never stop
The cloud, open source and flash loans with Greg Osuri (Citizen Web3)
“IBC is not token transfer, it’s data transfer. So we’re talking crazy use cases and… I can’t even imagine where it’s going to stop because I don’t think it’s ever going to stop.” — 00:48:09
Context: On cross-chain atomic composability — flash-loan-style deterministic composition across chains as a category of products impossible in traditional finance.
IBC/Stargate is a paradigm shift in how blockchains communicate
The Akash Mainnet 2 Livestream w/ Greg Osuri and Adam Bozanich (Akash Network)
“What Stargate brings to the table is the interoperability while having that highly decentralized and distributed security model, so I think this is a paradigm shift in how blockchains communicate today.” — 00:11:21
Context: He calls IBC “Ethereum-level interoperability without the cost” (00:10:39), contrasting Cosmos sovereign security budgets with Ethereum’s shared gas costs, and says Akash will be the first chain to upgrade to Stargate connectivity.
Inflation subsidies can cut cloud costs another 10x
Greg Osuri, CEO of Akash Network, Decentralized Cloud | Blockchain Interviews (InvestmentPitch Media)
“I wrote a paper called Bootstrapping a Free Market by Borrowing from the Future… you have this inflation and you can use this inflation to subsidize some of the costs and that in turn can actually accelerate growth… using that we can actually reduce the cost even further to 10x… it’s of course an economic hack.” — 00:14:58
Context: Comparing token-inflation subsidies to US corn and Indian textile subsidies; 100M genesis supply, 389M max over ~8 years on a decaying curve.
Inflation subsidies can cut cloud costs another 10x
Greg Osuri, CEO of Akash Network, Decentralized Cloud | Blockchain Interviews (Crypto Coin Show)
“I wrote a paper called Bootstrapping a Free Market by Borrowing from the Future… you have this inflation and you can use this inflation to subsidize some of the costs and that in turn can actually accelerate growth… using that we can actually reduce the cost even further to 10x… it’s of course an economic hack.” — 00:14:58
Context: Comparing token-inflation subsidies to US corn and Indian textile subsidies; 100M genesis supply, 389M max over ~8 years on a decaying curve.
"Ownerless services": no human should control a web service
The Akash Mainnet 2 Livestream w/ Sunny Aggarwal, Greg Osuri and Adam Bozanich (Akash Network)
“The idea that I frame called ownerless services: there shouldn’t be a single owner, there shouldn’t be an identifiable person or a human being that is controlling the website. I think it should be on a threshold signature scheme; it could be… a DAO controlling the website.” — 01:00:38
Context: Follows Sunny’s point about self-hosting DeFi frontends for privacy; Greg cites THORChain’s interest in Akash for exactly this.
Cosmos DeFi breakout within four to six months
AKASH NETWORK (AKT) - Decentralized clouds, Staking, Cosmos & more! - Interview with CEO Greg Osuri (Michaël van de Poppe)
“It’s only a matter of time — I would give it like maybe four months, maybe six months at tops — that you’re going to see incredible products built in Cosmos… you don’t have to pay like $1,000 in gas fees to do a lot of the operations.” — 00:41:40
Context: Citing Sommelier and Osmosis (pre-launch) and an Emeris/Gravity AMM demo over IBC; Osmosis launched in June 2021, roughly on his timeline.
IBC is the TCP/IP of blockchains
AKASH NETWORK (AKT) - Decentralized clouds, Staking, Cosmos & more! - Interview with CEO Greg Osuri (Michaël van de Poppe)
“The way to scale massive systems is through interoperability… if you think about that, IBC is the TCP/IP of blockchains. It’s [an] interconnectivity system, and Akash now is the second chain to connect to IBC.” — 00:28:41
Context: On IBC’s launch; he predicts cross-chain atomic composability (borrow on one chain, deposit on another) and an “interoperable de-cloud” where one token pays for compute, storage, and DNS across networks.
In three to four years Akash becomes a network that powers 5G
The Unstoppable Livestream: exiledsurfer and Greg Osuri (Akash Network)
“You probably won’t see an impact in the next year or two, but three to four years down the line, when Akash becomes a network that powers 5G because of another decentralized network that’s inter[operating] with Akash — I think that’s [the] kind of stuff that I get super excited about.” — 00:51:02
Context: Greg on Althea deploying its 5G core on Akash, with antennas as edge nodes routing traffic through Akash servers — an early edge-compute/DePIN convergence prediction.
A marketplace of decentralized services is the holy grail
Почему дорого запускать стартап в централизованных облаках? Интервью с Greg Osuri, CEO Akash Network (S3XYBTC)
“Если вы хорошо умеете работать с базами данных, вы можете предложить это в Акаш. Это своего рода святой грааль… Это то, к чему мы стремимся. Рынок децентрализованных услуг.” (“If you’re good at running databases, you can offer that on Akash. That’s a kind of holy grail… That’s what we’re striving for: a marketplace of decentralized services.”)” — 00:24:00
Context: Vision that third-party operators will sell managed services (databases, KMS, etc.) on Akash the way AWS sells its 100+ services — but as an open market.
From password-based accounts to wallet-first systems
Future of Web 3 and the Battle for Data Sovereignty with Greg Osuri, CEO of Akash Networks (Orchid Labs)
“I think a big transformation will be from like a password-based or account-based system to a wallet-first system.” — 00:34:52
Context: Within the web3-future answer; he also highlights Akash as the second blockchain live on Cosmos IBC and predicts frictionless cross-ecosystem value exchange and “atomic composability.”
Open marketplaces will be the defining theme of web3
Future of Web 3 and the Battle for Data Sovereignty with Greg Osuri, CEO of Akash Networks (Orchid Labs)
“I think a big part of innovation is going to be in open marketplaces… exchanging goods and services in an open way, in a transparent way. I think that’s going to be the theme… I see no reason why any application — any marketplace today — should be closed. Marketplace by definition should be open and free.” — 00:33:29
Context: Asked how web3 changes the internet; he predicts a web1-to-web2-scale transformation and notes every cloud component (DNS, bandwidth, compute, storage, keys) is decentralizing.
~70% of blockchain nodes run on Amazon, keys on-box
DeFi Summit - Conference Day 1 - June 15th (Tuesday) (Dcentral Con)
“I see a lot of like nodes being deployed on Amazon. I think arguably about 70% of the nodes are running on Amazon today. And they all have their keys in Amazon itself. So if the server on the Amazon gets compromised, you’re screwed.” — 06:19:24
Context: Answering how secure DeCloud is; quantified claim about crypto’s dependence on AWS (“no one is going to save your keys, not Jeff Bezos”).
17% week-over-week deployment growth three months in
The Unstoppable Livestream w/ Sunny Aggarwal & Greg Osuri (Akash Network)
“The most exciting insight for me is a week over week growth — we saw about 17 [percent] week over week growth in total deployments. That’s humongous… we’re three months in and we’re still seeing that very heavy growth numbers. Hopefully this will last for a while and if that does happen we’ll be off to the races.” — 00:04:15
Context: Greg’s opening state-of-the-network update, ~3.5 months after Mainnet 2 launch.
A self-serving, fiat-free cloud economy is live
The Unstoppable Livestream w/ Sunny Aggarwal & Greg Osuri (Akash Network)
“Osmosis API servers and nodes are actually running on Akash, so it’s a self-serving ecosystem at this point… you can actually pay for your compute using OSMO tokens by exchanging them on the DEX to AKT and using their AKT to pay for your compute.” — 00:04:58
Context: Greg calls this “the first sort of self-fulfilling” loop — “pure OSMO… no touching fiat” — and predicts more of it: Sentinel dVPN nodes and Persistence hosts running on Akash paid entirely through IBC.
DEXes are the most efficient liquidity mechanism in crypto
The Unstoppable Livestream w/ Sunny Aggarwal & Greg Osuri (Akash Network)
“None of the centralized exchanges could actually provide [that] kind of liquidity to us, and that’s a testament on why a decentralized exchange is the most efficient liquidity provisioning mechanism in crypto.” — 00:08:27
Context: After citing ~$13M of AKT liquidity on Osmosis and under 2% slippage on a $50K transaction — “the best liquidity we had in history.”
Interchain DeFi will take off once USDC arrives
The Unstoppable Livestream w/ Sunny Aggarwal & Greg Osuri (Akash Network)
“Cosmos DeFi — interchain DeFi I want to call it… this is really, when you have USDC and all that come up, I think it’s just going to take off… it can be an explosion of the possibilities of… composability over sovereignty.” — 00:41:30
Context: Greg reacting to Sunny’s stablecoin roadmap (e-Money EUR, circle outreach for USDC on Osmosis).
Osmosis ends the liquidity-vs-usability trade-off for appchains
The Unstoppable Livestream w/ Sunny Aggarwal & Greg Osuri (Akash Network)
“Osmosis is a paradigm shift that the developers no longer need to make that trade-off… soon enough the bridge is going to get built between ERC20 and the Cosmos ecosystem… it’s very easy to see the Osmosis just becoming a massive liquidity provider very, very soon.” — 00:30:56
Context: Greg explaining that pre-Osmosis, token builders had to choose between ERC20 liquidity and native-chain usability — “I find it very hard that you will use a ERC20 token to deploy something… because of the gas cost, which is ridiculous.”
UST on Osmosis will enable stable-currency payments for Akash
The Unstoppable Livestream w/ Sunny Aggarwal & Greg Osuri (Akash Network)
“That’d be great for [us] as well, because we want to enable stable currency payments for Akash — I think UST on Osmosis will put us there.” — 00:39:23
Context: Responding to Sunny’s praise of Terra’s UST design; a dated bet in hindsight — UST collapsed in May 2022. (Akash later added USDC settlement instead.)
DeFi's "adorable" cognitive dissonance — Uniswap runs on Amazon and Cloudflare
Enter Decentralized Cloud & Unstoppable Web with Akash Network & Deeper - DeFi Conference Day 1 (Dcentral Con)
“The cognitive dissonance we have in crypto, especially DeFi, is adorable… Look at the Uniswap architecture: you have smart contracts running on Ethereum, the indexer running on Graph — where are these [Graph] servers running? Amazon. The JavaScript application — where is this running? Amazon. The DNS — probably Amazon or probably Cloudflare. You’re not decentralized — just own it… Unless three-fourths of your infrastructure is decentralized, you’re not DeFi.” — 00:18:29
Context: Asked how cloud/web3 powers DeFi; he wonders why Uniswap isn’t on Handshake DNS and why Graph nodes and UIs aren’t on Akash/Sia/Skynet. Refrain at [00:23:27]: “Open finance needs open cloud… being on Amazon, being on Cloudflare, you’re not decentralized — prove me wrong.”
Regulators will come for DeFi frontends registered in founders' names
Enter Decentralized Cloud & Unstoppable Web with Akash Network & Deeper - DeFi Conference Day 1 (Dcentral Con)
“There’s a huge regulatory risk when you’re hosting your web UI on a domain name that’s registered under your name… the authorities could be like: no, you run uniswap.org, it’s registered [to] Hayden Adams… you’re facilitating exchange-type of relationship or money transfer on your domain, hosted in your name — hence you are responsible. Something is going to happen; I’m extremely scared of this notion… The solution to the problem is you should let your own clients, your own users, run their own UIs.” — 00:21:18
Context: A prescient 2021 warning (predating later DeFi frontend enforcement actions); he analogizes writing BitTorrent (legal) vs. hosting infringing files (not). Also claims running an Ethereum full node via Infura costs ~$25,000 ([00:23:27]).
IBC will be adopted far beyond Cosmos
AKASH NETWORK - DECENTRALISED CLOUD - DEEP DIVE - WITH THE CEO - 2 OF 2 (Crypto Rich)
“I think we’re going to see Cosmos interoperability, or the IBC — inter-blockchain communication — be adopted way beyond just Cosmos… Once that happens, you’re going to create a very powerful ecosystem that’s built with utility at core, and with a growing adoption around that utility, all intercommunicating in a frictionless way.” — 00:21:50
Context: After discussing the “shot stack” (Sia/Skynet, Handshake, Akash) and the possibility of Handshake/Sia IBC zones accepting AKT.
The ultimate interoperable future: services paying for compute in their own tokens
AKASH NETWORK - DECENTRALISED CLOUD - DEEP DIVE - WITH THE CEO - 2 OF 2 (Crypto Rich)
“You don’t have to go give your credit card, name and your address to some Amazon or somebody to run a dVPN… rather just use your dVPN tokens that you gain to pay for the cloud computing service. That’s the ultimate sort of interoperable future that I envisioned.” — 00:11:59
Context: Describing Agoric smart contracts enabling multi-currency settlement on Akash — a fully self-sustaining, anonymous ecosystem where Sentinel dVPN nodes run on Akash paid in DVPN.
Bezos could shut down Ethereum
"Akash Network Deep Dive: The Unstoppable Cloud, Powered by Cosmos!" (Cryptocito)
“There’s monitoring evidence that most nodes in Ethereum are run on Amazon, and it’s Jeff [Bezos’] prerogative at this point… if he wants to shut down [the] Ethereum network, he can do that… most people in DeFi don’t care [that] the infrastructure is centralized, but they all want to be decentralized… the cognitive dissonance that we have is so bad.” — 00:26:24
Context: Asked about DeFi running on centralized infrastructure; he adds “DeFi is not fully decentralized unless the entire stack is on a decentralized network” (00:27:50), noting centralized DNS and frontends as regulatory chokepoints.
Helping Solana scale from 1,000 to 10,000 validators
"Akash Network Deep Dive: The Unstoppable Cloud, Powered by Cosmos!" (Cryptocito)
“The goal for [the] Solana-Akash partnership is to decentralize Solana much further by reducing the cost of node infrastructure — and one-third is [an] amazing cost reduction — and hopefully help them to scale to about ten thousand validators from a one-thousand validator set right now.” — 01:04:06
Context: Says Solana production nodes await Akash GPU support; also claims Akash pricing is about one-third of Amazon’s (00:42:39) and mentions a Serum UI running on Akash.
Network revenue will eventually exceed staking rewards
"Akash Network Deep Dive: The Unstoppable Cloud, Powered by Cosmos!" (Cryptocito)
“If you take our growth curve and take the decay curve of staking, there will come a point in the future where the network revenue exceeds [the] staking revenue — so till then it’s a comfortable hold.” — 00:57:40
Context: Defending 54%-decaying inflation rewards as bootstrap subsidy (comparing to government subsidies of young industries) until marketplace take-income matures; network revenue then was only ~600 AKT total.
A Cambrian explosion of experiences in 3–4 years
Unstoppable Cloud and Building a Decentralized Web with Greg Osuri (The Index Podcast)
“We just touched the surface when it comes to the possibilities with user experience. With the next three to four years, you’re just going to see a Cambrian explosion in types of experiences… looking from the trends of it is going to be amazing.” — 00:21:05
Context: After arguing IBC-driven composability (“small building blocks that Akash offers or Osmosis offers… become more composable”) will let permissionless systems out-design traditional ones.
Personal decentralization as a coming trend
Unstoppable Cloud and Building a Decentralized Web with Greg Osuri (The Index Podcast)
“I use a decentralized VPN and I use all my blogs, all my websites are on a decentralized cloud. I use Handshake. I use [Sia] to store my storage. A lot of my life is actually migrated pretty successfully to decentralized. And I think that’s going to be a trend.” — 00:16:44
Context: Offered as evidence these are “real products people are using” — predicting individual migration to decentralized infrastructure despite current friction.
Web3 will replace Web2 no matter what
Unstoppable Cloud and Building a Decentralized Web with Greg Osuri (The Index Podcast)
“The entire stack is getting decentralized, right? So before it was just DNS, but now you have transport level and you have like the wire level… So Web3 is going to replace Web3 no matter what. I mean, it’s so fast that before we realize it’s going to be gone.” — 00:16:02
Context: Discussing Althea decentralizing the last mile; the second “Web3” is almost certainly a Whisper glitch for “Web2” — the claim is that Web3 replaces Web2 faster than people realize.
Akash is perfect for DAOs
Blockchain & Cloud Computing - Akash Network W/ Greg Osuri (Arcane Bear)
“Today a problem with DAOs is they got to elect a DAO member to represent them with Amazon… which presents a key man risk… Akash supports multisig, so you can actually have multiple people own a certain application, the hosting for it, actually controlled by a DAO… there’s no PII… and you pay using crypto.” — 00:34:06
Context: Answering a question about DAOs and digital-world coordination; hosting owned collectively rather than through one member’s credit card and identity.
Permissionless composability applied to compute will produce unimaginable apps
Blockchain & Cloud Computing - Akash Network W/ Greg Osuri (Arcane Bear)
“I didn’t really fully grasp the power of permissionless composability till I actually saw DeFi in action… now imagine applying that to computing, to what we’re doing with the Akash Network… my imagination now is running wild… applications we’re going to see that are just going to be so crazy that we can’t even comprehend.” — 00:24:08
Context: Asked what unexpected use cases emerged; he compares closed pre-web systems (AOL, BBS) to the permissionless web explosion.
Data services for DAOs are the future
Updates From the Lab 1/5/22 W/Akash (Osmosis)
“I agree — data services for DAOs, that’s the future.” — 00:48:56
Context: Endorsing Sunny Aggarwal’s argument that DAOs can’t open an AWS account but can pay for Akash deployments on-chain, e.g. an Osmosis front end hosted via community-pool governance. (Caption reads “dallas” for DAOs.)
A stable token is key to adoption; AKT to turn deflationary
Akash (40%+ staking APY) is taking over the $Bn Cloud Computing Market by AWS? Greg Osuri EXCLUSIVE (Digital Asset Yield Summit)
“I think stable token is going to be very key for adoption, right — not only for Akash but for the Akash ecosystem… the Akash token will be used either as a collateral or either as a burn mechanism to generate these stable assets.” — 01:12:48
Context: Previewing “economics 2.0,” modeled partly on Terra’s UST burn/mint design (a dated reference, pre-collapse); he also says the coming changes will “make Akash token deflationary” ([01:08:30]).
DAOs owning physical infrastructure through self-repaying AKT loans
Comdex Mainnet Launch Party | Panel-1 | The rise of DeFi in the Cosmos Ecosystem (Comdex)
“I actually got a brilliant idea after listening here… you can create DAOs that will own infrastructure, that purchase infrastructure — actual hardware — using, let’s say you have AKT and you collateralize AKT in a self-paying loan using AKT. So you essentially get free infrastructure that [the DAO] now can own and will be paid off eventually, because [it’s] a loan, and then you’re just making profit running infrastructure.” — 00:17:46
Context: Improvised on-stage after Tushar Aggarwal described liquid-staking self-repaying loans; an early sketch of DeFi-financed physical compute (DePIN financialization).
DeFi will shift liability "from the corporate to the common" — censorship is already starting
Comdex Mainnet Launch Party | Panel-1 | The rise of DeFi in the Cosmos Ecosystem (Comdex)
“Decentralized finance needs decentralized infrastructure… The notion that you’re using a centralized infrastructure is just horrible… Today we have an uncertain regulatory climate that’s very hostile to anything DeFi and crypto, and the only way to really battle that is to offload liability from the protocol developers to the community — I call it offloading liability from the corporate to the common, because there is no escape from being a corporate: you will get approached, you will get censored, and you will get silenced. And it’s already starting to happen. I think we’re going to see quite a bit of that transition from the corporate to the common.” — 00:19:13
Context: He cites Osmosis moving RPC servers (and eventually its frontend) to Akash, with DAO governance controlling listings/moderation — continuing his 2021 warnings about DeFi frontend regulatory risk.
Shared-state chains work until a scalability threshold forces sovereignty
Comdex Mainnet Launch Party | Panel-1 | The rise of DeFi in the Cosmos Ecosystem (Comdex)
“One of the things that stands out about Cosmos is the sovereignty that we get, unlike other shared-state chains. Shared-state chains like Ethereum and Solana are phenomenal for developing rapidly, but once you reach a certain scalability threshold you certainly need that sovereignty that Cosmos provides.” — 00:06:57
Context: Praising Cosmos’s appchain model in 2022 — a position he substantially reversed in 2025 when announcing Akash would leave its sovereign L1 for a shared-state ecosystem.
Cosmos wins slowly, on tech and community
Splitting ATOMs: How decentralized is Cosmos? ⚛️ (Cryptocito)
“All the airdrops and all the fancy APRs are short-term… it’s really the tech and the community around tech… the reason why Akash chose Cosmos in the first place is because we looked at the GitHub and we saw progress… which is what I think is going to be the reason why we’re going to win eventually. Cosmos — we win slowly.” — 00:50:43
Context: Closing riff on Cosmos culture; panel adds “you never see a chain migrate from Cosmos to Ethereum.”
Not a fan of shared security; the Hub's value is liquidity and service discovery
Splitting ATOMs: How decentralized is Cosmos? ⚛️ (Cryptocito)
“Atom is the reserve currency of Cosmos… I’m not a big fan of shared security in general… really for me, liquidity and service discovery is probably one of the biggest things Cosmos Hub can bring to the ecosystem.” — 00:04:17
Context: Asked for his view on the Cosmos Hub’s positioning; also credits sovereignty and avoiding an inherited “economic burden” as why Akash adopted the Cosmos SDK. Quote spans into 00:05:00.
AKT as reserve currency of a $1.1T cloud economy
"Akashonomics: AKT Release Schedule" (Akash Network)
“Cloud computing market is going to be 1.1 trillion by 2027… if you get one percent market share, which is humongous, Akash token becoming the reserve currency for this global cloud economy is a bet that I’m willing to make.” — 00:24:58
Context: Closing his explanation of AKT’s three utilities (governance, bootstrapping rewards, reserve) with the market-size thesis he repeats across appearances.
Authorized spend unlocks credit-card payments on Akash
"Akash Weekly: Testnet 3, Week 1 Challenges" (Akash Network)
“This also lets us do amazing things — like we can actually now implement amazing UIs where we can process payments using credit cards… the teams can still operate on the Akash network without having to deal with tokens.” — 00:10:39
Context: Explaining the authorized-spend feature (payer/deployer decoupling for enterprise teams); an early statement of his recurring thesis that token mechanics must be abstracted away for mainstream users.
Stablecoin minted only by burning AKT
"Akash Weekly: Testnet 3, Week 1 Challenges" (Akash Network)
“The only way to emit the stable coin is by burning AKT. So you burn AKT and you mint the stable coin and vice versa… burning AKT means taking AKT out of supply, which gives AKT value… the more demand for the cloud, the more AKT is burnt.” — 00:45:39
Context: Answering a listener worried a stablecoin would reduce AKT demand; the design (deploy-only, no independent liquidity) foreshadows Akash’s later burn/settlement mechanics. He adds “we’re not competing with UST in any way” — dated weeks before UST imploded.
Stablecoin settlement minted by burning AKT
"Akashonomics: AKT Release Schedule" (Akash Network)
“Settlement will move to a stable coin, and when that happens the way you mint the stable coin is by burning AKT… the more usage, the more adoption Akash gets, the more burning of AKT happens.” — 00:29:58
Context: Forecasting the burn design later realized as Akash’s take-and-burn/USDC settlement; he calls it “the first cloud-specific stable coin to be ever introduced in the market” and cites Helium (and, awkwardly in hindsight, Terra) as inspiration, promising “you’re going to see burning… very very soon.”
Usage today will look flat versus a year out
"Akashonomics: AKT Release Schedule" (Akash Network)
“I’m almost certain in my own betting mind… the scaling that we see in terms of our adoption usage now is going to look flat in comparison to what it will be in a year’s time.” — 00:49:00
Context: On network revenue growth from Mainnet 3 features (persistent storage, fractional uAKT). Speaker: Cheng Wang (Overclock Labs CFO), not Greg.
A deliberately hobbled AKT stablecoin, designed against death spirals
Akash Weekly Spaces - June 15th (Akash Network)
“We want to introduce an AKT stablecoin, but the stablecoin will be extremely limited to only pay for deployments… send functionality would not be enabled, so there is no incentive to hold the stablecoin except to deploy on Akash… we’re not taking shortcuts like Terra or any of the algorithmic stables.” — 00:21:58
Context: Post-Luna-crash economics work; he warns “if your debts payable is higher than your market value, then you create a debt spiral.”
Chia plotting on Akash: 10 cents vs 40 cents on cloud; AKT spend doubled in a week
Akash Weekly Spaces - June 22nd (Akash Network)
“We have this enormous, much better user experience for [plotting] Chia on Akash, and cost is about 10 cents compared to 40 cents on the cloud. So it’s very competitive… the amount of AKT spent has doubled in the last seven days.” — 00:04:58
Context: Launch of the Chia plot summer sale; Evergreen’s Dylan describes reselling Akash-generated plots to Raspberry Pi home farmers who “plug it in and start earning crypto” at ~10 watts.
First LP on Osmosis, never sold an OSMO
Akash Weekly Spaces - June 22nd (Akash Network)
“I was one of the first LPs, probably the first LP on Osmosis… I’ve been accumulating Osmo token since the day one, and I haven’t sold a single Osmo token. And I’m very bullish on Osmosis — obviously, for those of you don’t know, [it] runs on Akash.” — 00:29:08
Context: Osmosis’s first birthday shout-out; he credits it as the best liquidity venue for AKT and the Cosmos ecosystem.
Proof-of-stake networks are communal organisms that resist takeover
I Moderated A Panel at DCENTRAL Austin 2022 on Decentralized Cloud! (MineYour.₿iz Classic)
“What’s going to prevent a bad actor, let’s say Amazon, to buy up all the tokens and take over Akash Network? … proof of stake systems are inherently communal organisms… a bad actor trying to buy up all the tokens — that’s going to increase the price of the token, thereby further strengthening security… people can fork it and start a new one… the community will always come through before an attack can happen, and there are also preventive circuit breakers — we have like a 21-day unbonding period for that very reason.” — 00:24:57
Context: Prompted by a question on adversarial attacks; illustrated with his Terra story — an outsider with “very little voting power, very little clout” passing a proposal via Twitter to re-enable IBC [00:26:22].
Proof-of-stake networks are communal organisms that resist takeover
Decentralized Cloud - DCENTRAL Austin 2022 (Dcentral Con)
“Proof of stake systems are inherently communal organisms. So there’s a bad actor that’s trying to, number one, buy up all the tokens — that’s going to increase the price of the token, thereby further strengthening security… people can fork it and start a new one… the community will always come through before an attack can happen, and there are also preventive circuit breakers — we have like a [21]-day unbonding period for that very reason.” — 00:24:58
Context: Responding to “what prevents Amazon buying up all the tokens and taking over Akash”; illustrated by his Terra governance proposal to re-enable IBC, passed as an outsider “with very little voting power, very little clout” [00:26:24].
Bear-market costs drive validators to decentralized cloud
Akash Weekly Spaces - June 29th (Akash Network)
“We predicted that in a bear market the costs are going to be an issue, especially for validators trying to scaffold, and Akash providing a cost-efficient solution that’s self-sovereign is a very attractive value proposition… really excited to see a majority penetration in a blockchain for the first time by a decentralized cloud.” — 00:04:19
Context: On Paloma (Cosmos SDK messaging chain) running ~7% of its testnet validator nodes on Akash.
One chain fits all is dead; IBC-style interoperability is the way
WCEF 2022: Infrastructure for the New Internet - Web3 (World Crypto Economic Forum (WCEF))
“The one chain fits all is not a solution — we saw that with Ethereum, and other chains that are trying to have the shared state model are not scaling as they were expected, like Solana or Avalanche… there’s consensus that bridges are very insecure and interoperability is the way to go, like the IBC style.” — 00:24:22
Context: On what infrastructure components must mature next; he flags cross-chain identity and composability as unsolved.
The bear market is a build market — next bull will be a different world
WCEF 2022: Infrastructure for the New Internet - Web3 (World Crypto Economic Forum (WCEF))
“I think the next one to two years of a bear market is going to be tremendous progress with a lot of these problems, and that’s going to be exciting. I mean, we see the next bull cycle is just going to be a whole different mode when you see all these problems solved.” — 00:25:03
Context: He later calls it “a build market, I call it, not a bear market”; says VC drying up makes people resourceful, and post-Terra “nobody has money, people can actually start focusing on building.”
Juno users will deploy to Akash without realizing it
Akash Weekly - July 13th 2022 (Akash Network)
“A Juno user can deploy onto Akash without even realizing they’re deploying Akash. And that sort of usability is something that we have never experienced, be it in the centralized world or in the decentralized world.” — 00:33:31
Context: Announcing inter-chain accounts as code-complete; Juno DAOs would provision services (Matrix messaging, Discourse forums) paid in JUNO, not AKT — his recurring composability/invisible-infrastructure thesis.
Staking 400 AKT gets you a free server every month
Akash Weekly - July 13th 2022 (Akash Network)
“Even with current inflation, at 400 AKT, staking will get you a free server every month… we’re starting to see this interesting economics where you can get free compute just by staking Akash.” — 00:37:50
Context: Applying DeFi primitives to compute — staking yield denominated in compute; caption renders “free compute” as “precompute” in the following block.
The future is inter-chain
Akash Weekly - July 13th 2022 (Akash Network)
“I think the future is inter-chain. The idea of the inter-chain future is: instead of your protocol building everything you need, you can borrow, or you can use other protocols for what they specialize in, while you can focus on your application, your community. So this is gonna be a pattern we’re gonna see.” — 00:59:14
Context: Closing remarks on Passage 3D launching on Juno, scaling on Saga, and using Akash for GPU/CPU — specialization and composability across sovereign chains as the coming pattern.
Burn-mint's fatal flaw is downturn reconciliation
Ask Akash: July updates on Stable Settlements? (Akash Network)
“One model we looked at seriously was a burn-mint model like Helium… the big challenge is reconciliation during a downturn. If you want to burn AKT you have to have enough AKT left so you can re-mint the stable. We’re trying to solve that problem — it’s not an easy problem to solve, no one has done that really well; of course UST collapsed because of that.” — 00:00:42
Context: July 2022, weeks after the Terra/UST collapse; explains why Akash didn’t rush a burn-mint stable mechanism.
Pegged-rate settlement with validators as oracles
Ask Akash: July updates on Stable Settlements? (Akash Network)
“The settlement could be just pegged to a currency of choice… the tenant could basically say I’m going to pay ten US dollars per month for this deployment and I’m going to use AKT to transact… and the rate is determined using a weighted average from validators — using validators as oracles.” — 00:01:24
Context: Design he says he described in the original Akash white paper years earlier; tenants and providers transact in dollar terms while AKT moves dynamically.
Cosmos will go way beyond Ethereum once integration standards are solved
Akash Weekly - July 20th (Akash Network)
“This is going to get solved, it’s not [just] a matter of time — if these things are solved, Cosmos would be like, number, way beyond Ethereum. I have no doubt. So it’s a great time to be in Cosmos.” — 00:47:09
Context: On centralized-exchange listing friction for Cosmos chains (no ERC-20-style standard, Rosetta hard to implement) and Ignite/Tendermint turmoil; solving developer experience unlocks listings.
The interchain experience will be owned by Cosmos
Akash Weekly - July 20th (Akash Network)
“Osmosis tweeted out saying it’s one URL talking to 50 chains, and that’s something that really tells you the power of IBC. It’s very obvious that the interchain experience is going to be owned by Cosmos.” — 00:17:20
Context: Contrasting IBC with Ethereum’s “gazillions of URLs, gazillions of insecure bridges”; he adds “interchain is going to be Cosmos, this is no doubt” and cites Compound rumors.
Akash + Helium + Solana in tandem within a year
The Composability Potential of IBC Enabled Blockchains (Akash Network)
“You can see a future where Akash, Helium and Solana working in tandem to deliver the user experience on a mobile device that has never been done before… for this to happen we need to have IBC enabled on Helium and Solana… you can see in a year’s time all these protocols delivering these amazing use cases that haven’t been thought about before.” — 00:01:23
Context: Timed (one-year) cross-protocol composability prediction from July 2022, contingent on IBC adoption.
Incentives should come after product-market fit, or supply outstrips demand
Akash Weekly - July 27th 2022 (Akash Network)
“Tokens don’t last forever and tokens usually need a cap, or else you end up in a Terra-like situation… it’s really good to see strong product market fit signaling before the incentives kick in, because that’ll allow us to grow faster and grow quickly.” — 00:09:18
Context: Contrasting Akash’s 29% memory utilization with Filecoin’s 0.07% to argue over-incentivizing node supply pre-PMF leaves nothing to incentivize demand later; a recurring Akash tokenomics thesis.
Web3 must decouple from finance and showcase infrastructure
Akash Weekly - July 27th 2022 (Akash Network)
“It’s very important for us to decouple finance from Web3 technologies and showcase these technologies like Akash and like storage technologies… and infrastructure technologies such as libp2p and whatnot.” — 00:13:36
Context: Reacting to the Celsius/Voyager collapses inviting “bad regulation”; Greg argues Web2 engineers care about deeply useful tech like cloud, not finance, so infrastructure must become Web3’s brand.
No single party profits — value accrues to the token
How does Akash generate revenue? (Akash Network)
“There’s no single party that makes money — everybody makes money… the value accrual comes to tokens, so more people use, the tokens [gain value]. Overclock Labs has tokens and all of us have tokens… and there’s another proposal for a take income — a percentage of the hosting fee to be paid to token holders for staking, similar to how Ethereum’s staking works.” — 00:00:00
Context: Defense of the decentralized business model (captions garble “value accrual” as “value of crude oil”). Speaker: uncredited clip; likely Greg.
Bear market thesis: less noise, more signal
Akask Weekly - Aug 3rd 2022 (Akash Network)
“If you remember my thesis… during a bear market we get less noise and more signal, so real fundamentals are showing up… bull markets will come back. The question is what do we do during this bear market — we have a great opportunity to capture the mind share… the tourist class leave during this crash… the tourists left, the permanent stood, and those people need to recognize the importance of the decentralized compute.” — 00:10:47
Context: Prompted by organic press coverage — a Cointelegraph piece on Presearch (~150M monthly active users) choosing Akash without any introduction from the team.
Bridges have to burn; IBC takes center stage
Akask Weekly - Aug 3rd 2022 (Akash Network)
“We’re going to see insecure bridges — the bridges have to burn… bridges are insecure, we’ve been talking about [it] a long time, and I think that’s where IBC is going to take the center stage when bridges are going to fail… yes, we’re going to see some exploits before we can see success.” — 00:34:20
Context: Days after the Nomad exploit; he explains IBC relayers pass packets without custodying assets, unlike bridges, though he cautions chain security still depends on bonded stake vs TVL.
DeFi stood where CeFi failed — and will get very strong
Akask Weekly - Aug 3rd 2022 (Akash Network)
“This is a classic example of a closed source system failing over open source system… Voyagers and the Celsiuses are essentially banks — they took the deposits and invested in heavily risky assets with leverage… people are going to realize the importance of open source systems and the importance of DeFi. I think DeFi is going to get very, very strong… I’m super bullish… DeFi withstood without regulation… we need regulation to protect people from these quasi-banks and not from DeFi.” — 00:37:11
Context: Panel on the Celsius/Voyager/3AC collapse; earlier he notes bankrupt CeFi firms had to repay DeFi loans first to unlock collateral.
Stable settlement coming to AKT within months
Akask Weekly - Aug 3rd 2022 (Akash Network)
“We feel like it’s risky to do a second token, so we’re going to keep AKT but we’re going to implement stable mechanism using dynamic pricing. So that big change is coming very soon — I would expect at least in the next three to four months.” — 00:50:03
Context: Tokenomics revamp answer: volatile AKT pricing hurts long-term hosting deals; he also previews provider incentives (paying providers to stay online) funded off-chain by Overclock’s treasury first, plus take-income deferred pending securities-law clarity.
Take income is blocked by regulation, not engineering
Ask Akash - When can we expect take income to be implemented (Akash Network)
“The take income could be considered as a security… we’re waiting for a little more clarity from regulators… The technical feature is not that complicated — it’s taking a percentage of hosting fees and giving back to stakers, it’s not a complicated piece of software to implement — but from a regulation standpoint it’s very unclear.” — 00:00:42
Context: August 2022 US regulatory climate; adds that shipping it from the community rather than Overclock Labs would be better as Akash gets “very decentralized.” Speaker: uncredited Ask Akash answer; likely Greg.
Privacy tech will be the battleground of the next two years
Akash Weekly - August 10th 2022 (Akash Network)
“A big thing — my bet would be privacy tech. I think next 18 months to two years we’re going to have heavy regulatory hammer throwing down on crypto. I think this is going to be the test of time. I think privacy tech will be the battleground… usable privacy… my bet is privacy-driven every other area — privacy-driven DAOs… I can see deployments being private… money markets being private.” — 00:46:41
Context: Panel question on “the next big thing” in web3; he name-checks Secret Network as a platform powerful enough for usable privacy tools.
Save incentives for growth — don't incentivize product-market fit
Akash Weekly - August 10th 2022 (Akash Network)
“I’m particularly of a camp where I think it’s important for protocols to save incentives for growth and not incentivize product market fit, because then you lose the core sort of like weapon that you have in the journey to product market fit, which is data.” — 00:56:05
Context: AMA on AKT liquidity incentives (“no point of liquidity in a bear market”); he cites Filecoin’s pay-to-store as a “reverse incentive” that muffles product feedback, and Uber as the post-PMF success model.
USDC will be KYC'd within two years; crypto splits into two worlds
Akash Weekly - August 10th 2022 (Akash Network)
“I also think USDC will be KYC’d within the next two years. I think we’re going to see two clear paths in crypto: one, the KYC’d, heavily regulated side of things and a whole ecosystem on top of that… and then you have this super private, super anonymized crypto world that’s going to remain on this side. I think there’s going to be two cryptos in the next year to two — it’s my take.” — 00:47:23
Context: Extension of the privacy-tech bet; he also expects decentralized identity to cluster with the regulated side, and ZK proofs to enable a “Tornado Cash done better.”
A PoS chain is only as secure as its market cap
IBC Relayers are safer than Bridges - Here's Why (Akash Network)
“If the TVL is higher than market cap, that means theoretically someone can purchase all the tokens and gain a majority share on a blockchain and attack, and basically transfer all the tokens using this majority voting power… it’s only secure as much as its market cap, as much as the tokens are locked up.” — 00:02:07
Context: Names the main future attack vector for Cosmos-based systems; adds “we’re yet to see a complete proof of stake blockchain takeover.” Speaker: uncredited clip; likely Greg.
Akash is just a coordination protocol — safer by design
IBC Relayers are safer than Bridges - Here's Why (Akash Network)
“I feel a little safer with Akash because we don’t have third-party smart contract execution risk, we don’t secure any assets on chain, we are not a DeFi protocol. Akash really at the end of the day, it’s just a coordination protocol — it coordinates a tenant to a provider to transfer assets, so it’s a lot safer in terms of security profile.” — 00:03:35
Context: Recurring argument distinguishing Akash’s minimal on-chain surface from DeFi protocols. Speaker: uncredited clip; likely Greg.
Relayers are structurally safer than bridges
IBC Relayers are safer than Bridges - Here's Why (Akash Network)
“The assets are not actually secured by the bridge, but rather the bridge or the relayer just puts packets across. It doesn’t secure any of the assets — the security of the asset depends on the security of the blockchain that either sends the asset or receives the asset.” — 00:00:00
Context: Post-bridge-hack era argument for Cosmos IBC’s design. Speaker: uncredited clip; voice/style consistent with Greg but not introduced.
Infrastructure airdrops are coming
Akash Weekly - August 24th 2022 (Akash Network)
“We saw Defund Finance said they’re airdropping to AKT holders [and] stakers… highly suggest you stake your AKT if you have them lying around… I think we’re going to see quite a bit of these airdrops for infrastructure projects.” — 00:05:00
Context: Ecosystem update; he also mentions Passage 3D/Strange Clan as likely airdrops.
Nakamoto coefficient needs improvement — delegate to smaller validators
Ask Akash - How Decentralized are Akashs Validator Nodes? (Akash Network)
“We could improve on the Nakamoto coefficiency. I’d like to see a lot more smaller providers get a bigger share. There’s a huge gap between the top validator, which is Overclock Labs — I think they have like 15 million AKT delegated to them, that’s a lot… and the smaller guy has about 77,000 AKT. So I encourage people to go delegate to smaller [validators].” — 00:02:55
Context: Transparency about stake concentration on Akash (caption renders Overclock as “cover Labs”). Speaker: uncredited Ask Akash answer; likely Greg.
Proof-of-stake protocols will follow Chia to Akash
Akash Weekly - August 31st 2022 (Akash Network)
“We’re going to see a lot of proof of stake move this way as well… as we keep building through the bear market we’re going to see a ton of protocols that are going to use Akash as a launch partner and are banned in the web two.” — 00:15:18
Context: After Chia chose Akash (over AWS/GCP) as official launch partner for its bladebit miner; Greg calls it a template other protocols will follow.
95% cheaper than traditional cloud; 1,000-1,500 providers coming soon
Akash Weekly - September 7th 2022 (Akash Network)
“Akash is still like 95 percent cheaper than your traditional cloud. With current distribution of like 50 providers or so, it’s very very distributed across the globe, and with provider incentives that we’re working on, we’re going to expect at least 1000 to 1500 providers very soon.” — 00:42:22
Context: Answering how fiat payments affect AKT; quantified cost claim plus a provider-growth forecast tied to upcoming incentives.
Don't incentivize before product-market fit
Akash Weekly - September 7th 2022 (Akash Network)
“It’s very important to stay focused on achieving a strong product market fit before incentivizing adoption, because if you incentivize pre-product market fit, the data you’re going to get back is ruined… your incentives will eventually die, and once that happens you’re not going to be able to be in a position to sustain this growth.” — 00:52:27
Context: Closing remarks contrasting Akash’s organic growth (Cloudmos, seven protocol clients) with Filecoin’s Filecoin+ program, where he claims providers pay people to store data due to perverse incentives.
Fiat payments still root down to AKT
Ask Akash - How will $AKT benefit from enabling Fiat Payments (Akash Network)
“You’re not bringing fiat into the protocol — protocols cannot support fiat payments. The only way to use Akash deployment platform is to use AKT. Anything we do on top of AKT, even a multi-currency settlement mechanism, the stable settlement we’re talking about — even that really roots down to using AKT… AKT is the core native currency of Akash network.” — 00:02:53
Context: Argument that fiat on-ramps enhance rather than undermine AKT demand. Speaker: uncredited Ask Akash answer; likely Greg.
The Merge validates Akash's early bets on PoS, Cosmos, Kubernetes
Akash Weekly - September 21st 2022 (Akash Network)
“We made a lot of bets with a lot of really good tech: we made a bet on Cosmos really early, we made a bet on proof of stake very early, and we made a bet on Kubernetes really, really early. So all these bets are starting to show [fruition] and we start to see results.” — 00:32:14
Context: Reacting to the Ethereum Merge the prior week — “that validates our thesis; we started working on proof of stake design since 2017” (00:31:32).
Incentivizing pre-product-market-fit ruins the data
Akash Analysis - Incentives/Product Market Fit (Akash Network)
“You’re seeing quite a lot of platforms today that incentivize early behaviors before product market fit. Product market fit is a long and slow road — it’s really something that has no shortcuts… if you incentivize pre-product market fit, the data you’re going to get back is ruined… your incentives will eventually die, and once that happens you’re not going to be able to sustain growth.” — 00:00:42
Context: Contrarian thesis against the standard web3 token-incentive playbook; explains why Akash withheld provider/tenant incentives. Speaker: uncredited clip; likely Greg.
On-chain incentives will open a new era for Akash
Akash Analysis - Incentives/Product Market Fit (Akash Network)
“On-chain incentives are coming, and once that happens we’re going to see a new era for Akash. But we’re not going to open them up until we absolutely are very confident in our product market [fit]… it’s a very slow and painful process, but once this process is complete the fruits are going to be worth the effort.” — 00:02:05
Context: Forward-looking roadmap statement from September 2022. Speaker: uncredited clip; likely Greg.
Web3's base layer is under assault; need self-sovereign RPC
Akash Weekly - September 28th 2022 (Akash Network)
“We believe a base layer in web3 is under assault… we all know the kind of censorship attacks that are on crypto right now… there’s really no purely decentralized RPC infrastructure… we believe strongly that we need a super easy to use, fully self-sovereign and fully open RPC infrastructure.” — 00:36:35
Context: Explaining why Console targets RPC/full-node deployment first; references Alchemy/Infura centralization concerns post-censorship events of 2022.
50% of the Global 1000 on blockchain/crypto by 2027
It Just Works: Letting Mainstream Firms Plug Into Crypto - Messari Mainnet 2022 (Messari)
“2027.” — 00:18:31
Context: Lightning-round answer to “when will 50% of the world’s Global 1000 corporations be using blockchain or crypto?” The most optimistic on the panel — others said five years or 2030 (Paul Brody’s cloud-adoption analogy).
AKT price is a security function, not an investment
Building The Infrastructure Of Web3 | Greg Osuri Of Akash Network | The FH Show - EP16 (Felix O. Hartmann)
“AKT needs to have higher value in order for the blockchain to be secure. Without security there’s no functionality… the price of AKT is a direct function of the security and the functioning of the system, not as an investment asset.” — 00:36:54
Context: Discussion of take-income value capture (burning/redistributing a cut of marketplace volume), held back pending regulatory clarity from the SEC’s Ethereum-staking posture. Partly co-articulated with the host.
Crypto-node concentration on Big Cloud is a systemic risk
Building The Infrastructure Of Web3 | Greg Osuri Of Akash Network | The FH Show - EP16 (Felix O. Hartmann)
“There’s also stats that 39 [percent] of Solana nodes are running out of… Amazon… well 69 [percent] of Ethereum nodes are running on the big cloud… it’s not that Amazon [is] good or bad, it’s just the fact that there’s such heavy concentration — it is a potential point of failure.” — 00:13:33
Context: Referencing Hetzner banning Ethereum nodes (~10% of the network) in August 2022; warns a government sanction could make cloud-hosted nodes “disappear overnight.”
Enterprise churn comes from missing web3-native, non-custodial infrastructure
It Just Works: Letting Mainstream Firms Plug Into Crypto - Messari Mainnet 2022 (Messari)
“The real challenge is really engaging with enterprise customers in a fully non-custodial way. In a non-custodial system you do not have the observability infrastructure, you do not have the engagement infrastructure… you don’t have notifications, for example — how do you really engage a user without an email? There’s just a lack of traditional on-ramp, off-ramp, notifications infrastructure to engage with the typical enterprise customer… most of the churn comes from this lack of web3-native infrastructure.” — 00:07:13
Context: Answering the biggest-obstacle question for non-financial crypto use cases like cloud computing.
From 20% to 80% Cosmos penetration within 12 months; DoD and drug-design users
It Just Works: Letting Mainstream Firms Plug Into Crypto - Messari Mainnet 2022 (Messari)
“Right now we have about 20% penetration in Cosmos, tracking to about 80% penetration in next 12 months. We’ve seen several use cases, [from] Department of Defense to drug design — so we have a wide variety of users right now using Akash.” — 00:03:41
Context: Quantified adoption forecast for Cosmos-ecosystem projects hosting on Akash (Akash being a Cosmos SDK chain naturally attracted them).
Walmart's 10,000 edge data centers
Building The Infrastructure Of Web3 | Greg Osuri Of Akash Network | The FH Show - EP16 (Felix O. Hartmann)
“Walmart recently announced that they’re going to open 10,000 new data centers… because they want edge capability… ideally they should be able to sell web services [on] Akash.” — 00:09:15
Context: Example of enterprise repatriation creating underutilized capacity Akash could monetize; envisions enterprises whitelisting internal workloads then selling excess to the marketplace.
Smart contracts will own deployments — no humans in the middle
Akash Weekly - October 5th 2022 (Akash Network)
“With interchain accounts, a DAO on Juno can own a deployment directly on Akash, and now you don’t need a human being in the middle… as long as there’s a human being, that human being becomes a weak link in the entire decentralization stack.” — 00:04:26
Context: Previewing Mainnet 4’s interchain accounts; later ([00:49:14]) he extends this to full on-chain supply-chain verifiability — “nothing like this has ever happened before in crypto.”
Fortune 50s are building web3 teams; bear market is good for Akash
Akash Weekly - October 19th 2022 (Akash Network)
“I talked to several large Fortune 50 companies — all of them actually having dedicated web3 teams or are planning to have a dedicated web3 team. I think this bear market is going to be great for us overall, because it’s a lot less noise and a lot of the tourists left and it’s serious builders that have strong convictions stick, because there’s no more money.” — 00:38:41
Context: Reacting to the DoD adoption news landing during a bear market — “real adoption comes out in a bear market because you can actually focus on what is really happening.”
The next bull run will be mainstream adoption
Akash Weekly - October 19th 2022 (Akash Network)
“I think people are getting — this next bull run is going to be mainstream adoption, and we started to see that come about very quickly.” — 00:40:46
Context: October 2022 bear-market call, made while pointing to DoD and enterprise interest as early evidence.
USDC payments with a ~20% take-fee that buys and burns AKT
Akash Weekly - November 2nd 2022 (Akash Network)
“The current plan is to enable a USDC payment on top of Akash that’ll convert to AKT and settle in AKT… if you are paying in anything that’s non-AKT currency you pay the tax, and the tax will be used to buy AKT off market and burn that AKT… we’re proposing about 20% tax… it improves user experience and at the same time it increases AKT value through burning.” — 00:42:09
Context: Answer on fiat payments and tokenomics; he adds at [00:47:51] that with the AuthZ custodial-wallet design “we are the only protocol, as far as I can tell, that has figured this out” for compliant credit-card payments.
A cloud-hosted blockchain is a disruption waiting to happen
The Problem w/Blockchains on Big Cloud (Akash Network)
“In theory it’s possible; in practicality you’re going to see a disruption — it’s going to be several days if not weeks levels of disruption with degraded services. The real question you should be asking is: is that the future we want, a disrupted blockchain?” — 00:02:52
Context: Rebutting the argument that Ethereum nodes could simply migrate if Amazon (hosting ~50% of cloud-hosted nodes) shut them off; he adds Lido’s ~50% node power is likely on a single provider with no public multi-cloud DR strategy.
A DAO could fund GPU data centers that pay back in months
Akash Weekly - November 9th 2022 (Akash Network)
“There’s so much demand for these chips that I can see a DAO funding these chips and building data centers and amortizing them within like six to eight months.” — 00:40:57
Context: Speaking about Nvidia A100s, “the best GPUs for training as well as inference”; a forecast of crypto-coordinated GPU infrastructure financing.
Enterprise adoption will catalyze the next bull run
Akash Weekly - November 9th 2022 (Akash Network)
“The next phase of Akash adoption… if I were to attribute, I think the next bull run will be — the enterprise adoption will be one of the big catalysts for the next bull run.” — 00:56:48
Context: Bear-market AMA answer; he says Akash is now “taken seriously by a lot of the big players” and large enterprise partnerships are being saved for announcement “when the market returns.”
Node hosting "coming with a bang," GPUs next
The Problem w/Blockchains on Big Cloud (Akash Network)
“The node hosting is coming with a bang. I think the IP addresses will complete the solution we need… and GPUs are next — so if you have any GPU-style, proof-of-work-style workloads, I think that’s going to be supported as well very, very soon. So we’ll have a complete, full-fledged node hosting solution.” — 00:11:35
Context: Late-2022 roadmap: dedicated IP leasing (Solana port ranges, Handshake port 53), network storage/snapshots, non-custodial UIs — with GPU support flagged a year before it became Akash’s main business.
Enterprise demand deals within 6-12 months
Akash Weekly - November 16th 2022 (Akash Network)
“We have other really big enterprises — I can’t discuss who they are because we’re in an NDA — but in the next six to 12 months you’ll be able to see these big enterprises actually giving us demand.” — 00:40:34
Context: On distribution channels/verticalized clients (Cloudmos, Spheron, Praetor) driving Akash demand.
Cosmos IBC interoperability will take center stage
Dcentral 2022 - DeCloud - Decentralized Cloud & Storage (Akash Network)
“With Cosmos IBC showing that yes, you can have a highly interoperable, high performance network that’s very very secure… we have hundreds of chains now that are interoperating on the IBC standard from Cosmos, that’s taking a center stage… I would keep an eye out for Cosmos and interoperability as a trend.” — 00:29:26
Context: His second lightning-round trend; argues Cosmos was under-exposed in the prior bull run and the focus is shifting to protocols that actually deliver.
Development should be financed by the chain, not the company
Akash Weekly - November 30th 2022 (Akash Network)
“Instead of Overclock Labs financing the development of Akash Network, I think it should be the chain and the token holders that finance the development and evolution of the network. That’s how we truly build a decentralized network that’s not reliant on a single company.” — 00:53:13
Context: Post-FTX transparency question; he announces Overclock’s 2023 pivot to community-first roadmaps and says they’ll “write a playbook” for tokenized open-source development.
Composability and shared security get solved in 2023; ATOM top 10 "easy"
Most UNDERRATED Cosmos GEM? Akash Network Deep Dive with Greg Osuri! (Cryptocito)
“I think end of the year composability will get solved, I want to see shared security get solved… it’ll also make Atom the center in terms of value accrual… none of this financial advice, but I think Atom is going to go top 10 easy.” — 00:41:49
Context: His 2023 Cosmos outlook; he also envisions DAOs on Juno owning Akash deployments directly via interchain accounts, removing human attack vectors from code deployment.
USDC stable settlement with an AKT take-and-burn tax
Most UNDERRATED Cosmos GEM? Akash Network Deep Dive with Greg Osuri! (Cryptocito)
“We’re going to settle using USDC, but you pay a tax to AKT holders in order to use USDC. That tax will be further used to fund the development of the platform… and part of that fees is going to be burned by actually purchasing AKT off market using Osmosis or whatnot.” — 00:53:55
Context: Tokenomics upgrade to fix volatile pricing for long-running workloads; spec expected “in like two weeks,” economics live “in a couple of months” if governance passes.
A fully verifiable on-chain world within one to two years
Messari Happy Hour Ep11 (Messari)
“I think within a year or two years’ time you’re going to see a beautiful, interoperable — different protocols working with each other — fully verifiable, fully on-chain world. And that’s the world I can’t wait to experience.” — 00:39:32
Context: Timeline for the decentralized code supply chain (Gitopia/Radicle for source, Arweave/Akash for deploys, Handshake for discovery) to mature.
Cross-chain DAO deployments on Akash within six months
Messari Happy Hour Ep11 (Messari)
“It’s not like a year from now — it’s literally like three weeks… Integrations will take a few more months, but I think in the next six months we’re going to see a cross-chain DAO deployment on Akash.” — 00:42:22
Context: Interchain accounts going live with Mainnet 4 three weeks after Messari Mainnet; envisions profit-sharing DAO-run node operations, with DAO DAO on Juno integrating.
Crypto's access and base layers are not decentralized
Messari Happy Hour Ep11 (Messari)
“Crypto is not a single monolithic layer, it’s actually multiple layers… even though the middle, the data layer, is decentralized, the access layer and base layer is clearly not decentralized.” — 00:03:45
Context: His framework for what the Tornado Cash sanctions exposed: front ends/DNS and compute hosting are the choke points, not the chains.
DAOs owning deployments eliminates the human attack vector
Messari Happy Hour Ep11 (Messari)
“Smart contracts can own deployments on Akash — that means DAOs can now own deployments on Akash without a human involved… the human attack vector is eliminated… if you design your smart contract in a way it’s immutable, the deployment becomes immutable… stuff like that is going to push the boundaries of what censorship resistance is going to look like.” — 00:35:16
Context: Interchain accounts (shipping with Mainnet 4) let Juno/Secret smart contracts own Akash deployments; combined with Handshake DNS for “unstoppable deployments.”
US military embraced Secret Network and Akash within 30 days of the ban
Messari Happy Hour Ep11 (Messari)
“On one hand you had the US Treasury that banned Tornado Cash, which is a privacy protocol; on the other hand we saw the US military, DOD, embrace Secret Network and Akash for enhancing their privacy… within 30 days of the ban.” — 00:10:56
Context: Cites a DOD use case for sending secure documents between units with sovereignty; evidence government arms value the same privacy tech being sanctioned.
Bull market returns in 2025
Most Successful Crypto Miner Failure, Akash Super Mini - Greg Osuri Interview CEO of Overclock Labs (Action Crypto)
“The bull market I believe will come in 2025. Again, this [is] my own prediction. I think it takes a year of building, solid building, before we can get the narratives in 2024.” — 01:03:50
Context: Dated market-cycle forecast made during the 2023 bear market; advises builders to use the quiet to iterate.
The next narrative is "real yield"
Most Successful Crypto Miner Failure, Akash Super Mini - Greg Osuri Interview CEO of Overclock Labs (Action Crypto)
“The new narrative is going to be — I mean, looks like it — it’s going to be real yield, I call it… because people are tired of this inflationary economics.” — 01:04:33
Context: Contrasts Uniswap-style fee-based yield with inflationary token incentives; urges “net yield analysis” (network revenue minus daily emissions) as the honest success metric over TVL.
There is no decentralization without open source
Most Successful Crypto Miner Failure, Akash Super Mini - Greg Osuri Interview CEO of Overclock Labs (Action Crypto)
“There is no decentralization without open source. That is the foundation… open sourcing [is] the first step. If you can verify someone’s source code, you can be decentralized.” — 01:28:01
Context: Closing argument blaming closed-source, centralized entities (FTX, Celsius) for the industry’s losses — including the FTX backdoor funneling customer funds to Alameda.
Letting Akash borrow security from Bitcoin
Akash Network Live with Greg Osuri: Akash's progress in 2023, open community development, and more (Akash Network)
“He is the Stanford professor who helped Ethereum move from proof of work to proof of stake… his proposal essentially lets Akash borrow security from Bitcoin — that way we don’t need to allocate that many tokens for security, but rather actually borrow something from a better security, from proof-of-work model.” — 00:10:47
Context: Describing Stanford’s David Tse (captioned “David Che”) contributing to Akash economics via the open SIG process — an example of the talent unlocked by radical openness.
Studio-driven chains risk losing decentralization
Akash Network Live with Greg Osuri: Akash's progress in 2023, open community development, and more (Akash Network)
“I do have little concerns with Polygon sometimes… there is a chance the studio will go so big that they determine the protocol completely… I think there’s a heavy risk now that it may lose a decentralization nature… and if that model is going to be exported for the rest of the crypto ecosystem — which most likely it looks like it is — then we’re in big trouble.” — 00:41:00
Context: Names Polygon (with stated respect for its “world-class” BD team) as an example of labs/studios accruing power over protocols; contrasts with Akash going “from the corporate to the commons” — “make better mistakes tomorrow.” Quote spans into 00:41:43.
About 30% of Cosmos runs on Akash
Mission: DeFi EP 92 - Greg Osuri - Akash is taking on the giants in hosted processing (Mission: DeFi)
“Proportionally there’s a lot more web3 companies, protocols, that use Akash — I think supposedly about 30% of Cosmos actually runs on Akash now… Osmosis, Mars Protocol… Stargaze… a lot of the Cosmos projects.” — 00:19:12
Context: Explaining that the API-only, non-custodial UX self-selects for web3-native users; front ends like Cloudmos serve as distribution.
Incentives only after product-market fit
Mission: DeFi EP 92 - Greg Osuri - Akash is taking on the giants in hosted processing (Mission: DeFi)
“One thing we did really well, which I’m very proud of… is not add incentives… our thesis was you’ve got to add incentives post product-market fit, not pre-product-market fit, or else you’ll end up in trouble… you don’t want incentives to go towards quote-unquote investors… investors should profit based on real usage, but not from mismanaged token treasuries.” — 00:30:36
Context: Contrasts Helium (oversupplied hotspots pre-demand) and Filecoin; with PMF (“users banging on your door asking for features”) incentives can now target known gaps like A100 supply.
GPU protectionism and KYC are coming — but the protocol stays permissionless
Mission: DeFi EP 98 - Can Akash be a major player in AI with their GPU market? Founder Greg Osuri (Mission: DeFi)
“The world is kind of going to higher protectionism when it comes to GPUs… I would imagine some American GPU providers will have to know who the users are, so I don’t think there’s escape from verified users… but at a protocol level it will always be permissionless — that’s not going to change.” — 00:27:36
Context: Citing US export controls on high-end GPU sales to China (~9 months prior); he distinguishes provider-level compliance from protocol-level neutrality.
AI will catch a market rally in the next 1-2 years
ADRIAN STEWART Akash $AKT Interview Greg Osuri #AI #GPU #AISupercloud ElonTrades Cosmos ATOM (Louisiana Swamp Rat)
“I think for the next one to two years in AI, and all this excitement is going to excite people and AI is going to catch a rally.” — 00:36:31
Context: Predicting an AI-driven crypto market cycle; at [00:37:16] he adds that assets that “unlock” and capture AI “are going to have a very fun time.”
Not hard to see a 100x
ADRIAN STEWART Akash $AKT Interview Greg Osuri #AI #GPU #AISupercloud ElonTrades Cosmos ATOM (Louisiana Swamp Rat)
“Crypto industry is very small… it’s not hard to see us going 100x and everything, in like a matter of, very quickly, we do this right.” — 00:57:13
Context: On Akash/Cosmos upside given how small crypto’s real deployed value is; ~30% of Cosmos projects already use Akash in some form, he says.
Crypto is the sustainability layer for open source
"#3 - Akash Network with Greg Osuri" (Weapons of Mass Adoption)
“My entire career exists because of open source software, right? So, and if you were to add sustainability to open source software, you need networks. And the only data structure we found where you can have a highly sustainable networks were crypto, right? So, crypto gives sustainability to open source software.” — 00:11:06
Context: The one-sentence version of his “tokenized open source” thesis, expanded at [00:21:23] (“Open source software with a token adds sustainability, gives permissionless… aligns and attracts developers”).
Bringing AI to crypto is imperative, not optional
Greg Osuri, Founder and CEO of Akash Network (Proof of Coverage)
“So I think crypto is going to play a critical role and people are going to realize that sooner than later. And now we have an incredible opportunity. AI is a new industry and a new industry that’s post crypto. So we have to bring AI to crypto. I don’t think it’s an option. It’s more imperative at this point.” — 00:30:37
Context: His closing thesis, after mapping the decentralized ML stack: Gensyn (training), BitTensor (incentivized evals), data marketplaces (IP-safe training data), provenance.
Crypto sources supply, AI sources demand — that's the marriage
Greg Osuri, Founder and CEO of Akash Network (Proof of Coverage)
“Crypto is really good at sourcing supply. Look at Helium, look at Filecoin, look at every deep [DePIN] network. Crypto is incredible at sourcing supply, not so in service demand… At tracking resources, crypto is phenomenal. At tracking demand, AI is phenomenal. So that’s where I see the marriage between crypto and AI is.” — 00:25:48
Context: Prefaced by AI’s evident product-market fit (“100 million users, 90 days, ChatGPT” — he uses it even at Home Depot).
Akash incentives can sustain 1,000–1,500 idle A100s
Building the Super Cloud of GPUs with Akash Founder Greg Osuri | EP #102 (Frictionless Podcast by Logan Jastremski)
“For Akash, at the current linear modeling we did, [we] can support up to an excess of 1,000 or 1,500 A100s that’s unused at any given time.” — 00:33:10
Context: Incentive design: subsidize excess supply (not current supply) to guarantee availability and push prices down; contrasts with Helium’s 300k low-demand nodes and Filecoin’s ~1% utilization.
Seamless crypto UX will arrive like TCP/IP won networking
Building the Super Cloud of GPUs with Akash Founder Greg Osuri | EP #102 (Frictionless Podcast by Logan Jastremski)
“I believe in a world that, you know, the seamless crypto experience is a reality — and I’m not talking in just optimistic sense, but I’m actually talking based on historic evidence… TCP/IP became the most popular widely used networking protocol because, as decentralized as it is, the client experience got better and better over time.” — 00:59:12
Context: Asked whether decentralization must be compromised for UX; he argues both are achievable, pointing to Akash ML abstracting custody as a chosen “battle” to win users.
Cosmos-style sovereign chains will surpass Ethereum in 5-10 years
Akash Network - Chat With a Founder Greg Osuri (Don Cryptonium)
“Is it as secure as Ethereum? Not yet. But given a chance, for next five, ten years, will [it] get better than Ethereum? Absolutely.” — 00:18:36
Context: Comparing shared-state vs. sovereign stacks; he calls Cosmos “the best sovereign stack, hands down” and dismisses L2s as “a caching layer in the middle.”
EVM insecurity is the root of crypto's exploits
Akash Network - Chat With a Founder Greg Osuri (Don Cryptonium)
“We have to be honest to ourselves: is Ethereum going to be the future? Because it’s not. It is very insecure — EVM, and EVM insecurity is a root of all the exploits that we see today.” — 01:04:53
Context: Arguing user security (not blockchain security) is the real attack vector, praising the Cosmos app-chain isolation model and dYdX; also warns about Lazarus Group/North Korean activity in web3.
Without non-crypto use cases, crypto "will not make it"
Akash Network - Chat With a Founder Greg Osuri (Don Cryptonium)
“I think that’s what we need to see: more non-crypto use cases for crypto… infrastructure. And if you don’t figure that out, I think we will not make it, to be honest with you — like, at all. It doesn’t mean the end; it means we just reverse to web2 models.” — 01:05:35
Context: Notes most Akash users are already non-web3; calls for “engagement infrastructure” (emails, credit cards, device-native auth) that crypto deprioritizes.
App-chain regret: use shared chains first, scale to sovereignty later
How Akash Network is Democratizing Access to Cloud GPUs | Greg Osuri (0xResearch)
“If I were to do it again I would always use a shared service, like the Solanas of the world or the layer twos of the world today… the pattern should be using a shared service, hitting the limits of scale, and then moving to an app chain.” — 00:41:10
Context: CryptoKitties’ 40,000 users crashed Akash’s 2017-18 Ethereum prototype, forcing an app-chain; he says early networks can’t justify the security budget. Also reveals an experiment using Bitcoin as an archival chain for old Akash transactions (00:41:53) and predicts the modular design space “five years from now is going to be very different” (00:42:37).
Crypto saves AI; Web3 gives AI its rails
How Akash Skynet will unleash an AI future no one is prepared for (Interchain.FM)
“Web3 and AI are a lot more related than we anticipate. I think the first thing we’re doing with crypto is we’re saving AI with chips, right? There’s really no other solution… I think Web3 will also… add the rails to AI that’s missing all the way from organization… human coordination, payments or value exchange.” — 01:12:38
Context: He predicts “most experimentation happening in Web3 on AI than anywhere else”; separately: “AI is going to take web three to mainstream because of these inherent problems. That’s my prediction.” ([01:15:45], on provenance for fakes).
GPU leases as tradable NFTs — a futures market for compute
How Akash Skynet will unleash an AI future no one is prepared for (Interchain.FM)
“On Akash itself, [a] lease could be an NFT, right? A lease gets created every time we have an agreement… I can sell that lease in an open market, right? Now that lease becomes a tradable commodity because now I have access to H100s, right? So imagine the efficiency that brings a futures market to Akash itself.” — 01:40:01
Context: Why he’s “a lot more bullish on NFTs now than I was in the bull market” — financializing compute access rights.
Akash makes more in fees than Ripple, Dogecoin, Cardano
Akash: Crypto's AI Supercloud W/Greg Osuri ($1 To $1 Million Podcast)
“We already saw 250% cumulative monthly growth rate in the last 90 days since GPUs launched… we’re making a lot more in terms of revenue on demand-side fees than Helium and Livepeer and every other DePIN network out there. In fact, Akash right now makes more in fees than Ripple and Dogecoin, and Cardano I think as well.” — 01:08:21
Context: Setting up why 2024 token incentives + distribution (not new features) are the near-term roadmap.
DePINs over-incentivized supply and under-optimized demand
Akash: Crypto's AI Supercloud W/Greg Osuri ($1 To $1 Million Podcast)
“Looking at the demand side of DePIN networks I came to a conclusion — maybe I was wrong and maybe a lot of these DePINs are wrong — because you’re over-incentivizing to a point you’re under-optimizing for demand.” — 00:15:56
Context: He wrote a 2019 paper on bootstrapping free markets with tokens, then reversed; cites Filecoin sub-0.5% utilization and Helium’s low utilization as cautionary examples.
Akash out-earns Graph, Helium, and Livepeer combined — pre-incentives
Akash Network founder Greg Osuri - Building a Decentralized Computing Marketplace (Crypto Nuggets)
“Currently Akash makes more in revenue, or collects more in daily fees, than Graph Protocol, Helium, Livepeer combined — and all these networks are incentivized and Akash is not incentivized. This is pre-incentive… also zero ad spend.” — 00:21:42
Context: Demand grew 150% month-over-month post-GPU launch; incentives were slated for the following year, with “a few hundreds of millions of dollars worth of budget,” after which “we think our supply is going to scale exponentially.”
Progressive decentralization is a fallacy
Akash Network founder Greg Osuri - Building a Decentralized Computing Marketplace (Crypto Nuggets)
“Progressive decentralization — it never works, not a single case, guarantee you that… You either decentralize or you’re not, from day one. Bitcoin was day-one decentralized, Ethereum was day-one decentralized.” — 00:55:43
Context: Contrasting Akash ($1.8M raised, launched, open source) with hundreds-of-millions-funded “aspirational networks” still unlaunched; cites Render’s five-years-closed-source GoDoS as the cautionary example.
The DePIN "incentivize supply first" thesis is false
Akash Network founder Greg Osuri - Building a Decentralized Computing Marketplace (Crypto Nuggets)
“The whole thesis of like you need to bootstrap supply before you can validate demand is proving to be false. In fact, I’m to blame too, because I wrote a paper in 2019 titled ‘Bootstrapping a free market by borrowing from the future.’” — 00:20:58
Context: Contrarian take on Helium/Filecoin/Hive Mapper-style incentive models; supplier CAC is only justified when lifetime value (cleared inventory, fees) exists.
Ultimate vision: Bitcoin secures Akash
Akash Network founder Greg Osuri - Building a Decentralized Computing Marketplace (Crypto Nuggets)
“We believe Bitcoin is the most secure chain, hands down… my ultimate vision there is I want Bitcoin to secure Akash, because that gives Akash nation-state-level protection when it comes to security.” — 00:48:29
Context: Mentions a live testnet extending Akash security from Bitcoin and a “not so distant future” with sats payments for model hosting and sats staking to secure Akash.
$300M in on-chain incentives to bootstrap GPU supply, pilot Q1 2024
Akash: $300 Million Incentives w/Greg Osuri | CEO of Overclock Labs,Founder & Akash Network (Bare Metal Podcast)
“We’re releasing a pilot in Q1 2024, ideally January… that’s going to massively bootstrap supply on Akash, and we have about $300 million in budget on chain for deploying these incentives.” — 00:32:24
Context: The headline forecast of the episode; paired with the 2024 theme “Akash accelerates” — supply via incentives, demand via better UX.
Validate demand before incentivizing supply, or incentives lead to waste
Akash: $300 Million Incentives w/Greg Osuri | CEO of Overclock Labs,Founder & Akash Network (Bare Metal Podcast)
“Learning from the mistakes of the previous generation DePIN projects, we learned that unless you validate demand, incentivizing supply will lead to wastage.” — 00:31:41
Context: Explaining why Akash stayed “pre-incentive” until GPU demand was proven (A100 utilization 95%+); cites Filecoin GPUs being repurposed onto Akash as the cautionary example.
Crypto is incentive on steroids
"Akash: The Crypto-Powered Decentralized Supercloud" (The Edge Podcast)
“Crypto is incentive on steroids, right? So that’s one key property of crypto that no other industry can give. And what can we do with the incentives in a supply constraint market? I think it’s going to be fascinating, right? It has never been done before for GPUs.” — 01:04:29
Context: Closing alpha — several large ML companies were approaching Akash to list “their entire A100 fleet… thousands of A100s,” partly for depreciation tax reasons ([01:05:09]).
Post-ETF, fundamentals will reprice crypto
"Akash: The Crypto-Powered Decentralized Supercloud" (The Edge Podcast)
“So my prediction is with the Bitcoin ETF, you’re going to see more institutional adoption. What that means is more focus on fundamentals, more than speculation in terms of valuing an asset… if you have a capability to go long, you’ll also have a capability to go short… that is actually healthy in a way because it normalizes valuations.” — 00:46:08
Context: Days before spot-BTC ETF approval; he ties it to TradFi (Fidelity) starting to cover Akash and warns crypto has “X amount of time to reach the terms of adoption to match the valuation.”
Tokenized open source — a sustainability model the world has never seen
"Akash: The Crypto-Powered Decentralized Supercloud" (The Edge Podcast)
“I looked at open core. Open core was not the solution. Token as open source software allows a sustainability model to open source that the world has never seen. So why? Because it moves the maintainability of a network away from a single corporation to the common… And for the first time we can have an open write database. Never before it was possible before crypto.” — 00:37:18
Context: The core of his “why crypto” answer; he adds that permissionless writes solve the minimal-trust credential-bootstrapping problem of edge computing ([00:38:39]).
Blockchains create permanent systems that outlive their creators
"How to Pivot your Career in Crypto and AI | Builder's Diary #9 with Greg Osuri" (Finality Crypto Podcast (DeFi Times))
“One of the reasons why I’m doing crypto and blockchain is to have that legacy, like, to create something that will outlive me, the corporations that I built, or the people that I know.” — 00:18:08
Context: His “permanence” thesis, echoed later: “Akash without crypto wouldn’t last. Like, in case I retire, it would die” (00:44:40) and “I could disappear right now and Akash will function” — 480 contributors, on-chain funding, third parties earning revenue (00:45:23).
"Crypto is saving AI" — an A100 for $1.10 on Akash
"How to Pivot your Career in Crypto and AI | Builder's Diary #9 with Greg Osuri" (Finality Crypto Podcast (DeFi Times))
“Semafor… wrote a piece on how crypto is saving AI. And they interviewed a lot of Akash’s users and providers… this was a college student from Columbia that got an A100 [on] Akash for like $1.10 or something like that… it just tells you that AI problems are solved with crypto. You know, the supply problems at least.” — 00:56:32
Context: Evidence for the crypto-x-AI synergy thesis; he extends it to provenance/deepfakes (“What if there’s a permanent database that you can write to? Crypto.” 00:57:15).
Crypto is the only sustainable model for open-source infrastructure
"How to Pivot your Career in Crypto and AI | Builder's Diary #9 with Greg Osuri" (Finality Crypto Podcast (DeFi Times))
“In order to have pure open source software that’s sustainable, crypto is the answer. Right? Every other open source software [closes] at some point. If you do open core model, at some point it becomes closed because that’s the only way to make money… you cannot have closed source software and have verifiability.” — 00:58:04
Context: Capstone of his recurring argument, set up earlier with Docker’s acqui-hire and Kubernetes contributor churn: “Venture-backed model doesn’t work for open-source software… the value capture is predominantly done by someone else that’s not a contributor” (00:42:56).
Scam heuristics: investor-facing sites, buzzwords, closed source
"How to Pivot your Career in Crypto and AI | Builder's Diary #9 with Greg Osuri" (Finality Crypto Podcast (DeFi Times))
“The moment you see a website geared towards investors, that’s generally a scam. Because you’re not focused on getting users… every time you see DePIN on a website, like front and center… DePIN didn’t exist six months ago… Close source is a scam, generally speaking. And when you have founders that come out of nowhere… generally [regard] them as a scam.” — 01:04:35
Context: Closing safety advice (spans into the 01:05:24 block); he warns that FTX/Celsius-style patterns are reappearing in “smaller protocols… with outsized numbers that are closed source.”
Helium paid him ~$500k for a $300 box — why Akash is pre-incentives
Decentralizing AI: Compute Protocols and Proof of Work - Panel Discussion | Proof of Data 2024 (Recall Network)
“I was the early Helium miner in 2019 — I bought a device for about $300 and I minted enough tokens to be worth about half a million dollars in about a year’s time. I’m the wrong type of person to be incentivized… that’s why it’s very challenging to design incentives. Akash is pre-incentives — the reason we have not launched incentives even though we have a huge budget is because incentive design is extremely, extremely hard.” — 00:21:28
Context: Agreeing with Ben’s warning that proxy incentives get gamed; crypto is “phenomenal for incentives, at the same time very, very wasteful.”
AI needs crypto more than crypto needs AI
AtomDenver panel: AI 🤝 Crypto (Secret Network)
“Crypto, if you think about it, it’s incredible at optimizing resources. It goes places where normal centralized software cannot… there’s a lot of GPUs that are just sitting idle in the world, so what better way for crypto to unlock that GPUs to come to the market — that’s what Akash is doing.” — 00:15:24
Context: Citing a Semafor article on AI’s GPU supply-chain problem having crypto as an “unlikely ally”; on-demand GPUs being nearly impossible to get from Amazon.
Open systems don't need token mergers
X Spaces with Akash Network: Democratizing Compute on Subnet 27 (Nodexo)
“We don’t need mergers… we build open systems, so we can build open systems on open systems. You don’t need a token merger or any other nonsense to work together… really open systems that are built to be open, permissionless, don’t need permission — you don’t need mergers, you don’t need partnerships.” — 00:45:47
Context: Asked about the Fetch/SingularityNET/Ocean “ASI” merger; he adds “there has not been a successful token merger in my opinion” (citing Keep/threshold) and argues ASI is really trying to compete with Bittensor as an AI operating system.
The unbanked billion will be Akash's next users
Hash Rate - Ep 050 - Akash Decentralized Cloud - Greg Osury (Hash Rate Podcast)
“There are about a billion people in the world that don’t have credit cards, and that means they don’t have access to the cloud… it’s easy to see the future generation that’s unbanked, that’s getting used to using crypto as a primary way to pay for things, are going to be Akash users. It is the future, it is the next generation.” — 00:31:04
Context: Told via the story of an African student whose first-ever cloud deployment was on Akash after someone sent him tokens on Twitter; cites Africa’s demographics.
IP addresses are scarcer than gold — an "IP coin" someday
Akash Accelerate '24: Official Recap (Akash Network)
“I think IPs are more scarce than gold, think about it. It’d be cool to have an IP coin someday that’s backed by IP addresses… it’s a really scarce namespace, but Akash is a great place to get IP addresses.” — 00:10:49
Context: Aside during the keynote history of IP-lease support; he claims Akash is one of the largest IP address marketplaces.
Self-regulate or the regulators will
Akash Accelerate '24: Official Recap (Akash Network)
“This space is so riddled with scams that we owe to ourselves to get rid of those scams. If we don’t self-regulate, the regulators will come and regulate us.” — 04:17:10
Context: AMA rant against closed-source clone projects launching at billion-dollar valuations with unverifiable numbers; he contrasts Akash’s $15M launch valuation.
Bitcoin should be the mother chain securing Akash
"Greg Osuri: Akash – Decentralizing Cloud Computing and Revolutionizing GPU Access (#10)" (Fluence)
“If you want to create a truly decentralized system that’s extremely strong, can withstand state-level attacks… which is Bitcoin. So we’re actually looking at bringing Bitcoin security [to] Akash… I believe Bitcoin has to be the mother chain of the world.” — 01:00:16
Context: Discussing whether Akash could exist without a token (only if a capable L1 existed); actively researching consensus mechanisms to reduce reliance on the AKT token for security.
Tokenized open source will be the third open source business model
Tech Snippets Today - Greg Osuri - Founder at Akash with Joseph Raczynski (Joseph Raczynski)
“I think tokenized open [source] software, it’s going to be a third leg of open source business models… You have Red Hat which mastered the support model… then you have the open core model, which is Databricks being a popular one… but Akash is pure open source, there’s no commercial aspect… and I think the token [in] open source software, it’ll be a third leg in open source business models.” — 00:06:30
Context: Recurring thesis: tokens’ second-order effect is sustainability for open source (Akash cited as category creator for DePIN, with ~500 contributors funded from the protocol).
AI is the killer use case for crypto
"Greg Osuri | Founder of Akash Network: Liberty, Community, and the Future of Decentralized AI" (Beacon Podcast)
“I think AI is a killer use case for crypto. AI is the only one that could turn the press around from FTX. AI is the only one that’s turning the government around and embrace technology.” — 01:13:34
Context: Prompted by discussing Semafor’s first positive mainstream crypto story — about Akash helping university students get GPU access (01:12:48); he also notes “without AI, Akash wouldn’t be as visible as it is right now” (01:12:05).
Washington policymakers already know Akash as DePIN-meets-AI
"Greg Osuri | Founder of Akash Network: Liberty, Community, and the Future of Decentralized AI" (Beacon Podcast)
“I was on Capitol Hill earlier this week. I met with four senators, four congressmen on the AI caucus, and as well as the chair of the Financial Committee and the Commerce and Energy Committee… I was actually surprised that how many of them knew about [Akash]. One of the lead staffers of the Commerce Committee was like, yeah, [Akash] was like an intersection between [DePIN] and AI… We’re talking about the people that write policy.” — 00:45:42
Context: On how much policy/politics work Web3 founders must do (third of his three Web2-vs-Web3 founder differences); quote spans into the 00:46:22 block, where Whisper mishears “Akash” as “Apache” and “DePIN” as “deep end” (bracketed fixes). At 00:47:02 he adds he lobbies for decentralization “because the Sam Alphans [Altmans] of the world are going and debating that AI should be closed.”
Does open-source AGI need a token? "Not yet" — but Bittensor's emissions fund open AI
Evolution to AGI Panel at Web3_AI Day | Encode Club | Linera, Ritual, Nillion, Akash Network (Linera: Real-Time Blockchain)
“Does it need a token? I don’t think so, not yet… Bittensor is doing interesting work — Bittensor emissions are like billions of dollars per year, right? So those incentives are going to amazing folks that are doing open source AI and giving them a monetization mechanism.” — 00:15:09
Context: Also name-checks Nous Research’s decentralized training work; declines to pick a single winner because “too much work is happening.”
Akash saw the GPU era coming in its 2018 whitepaper
[Solo Talk] Decentralization is saving AI where centralization failed by Greg Osuri (Kryptoplanet[Official])
“Akash is a radically new way to share compute. We wrote the white paper in 2018 — we talked about GPUs in 2018 but people didn’t pay attention. They think GPUs came in 2024.” — 00:10:45
Context: Claiming foresight: idle GPUs from miners (Foundry), ML fleet upgrades, and training downtime were always the network’s target supply.
No incentives without verification — io.net as the cautionary tale
"[Panel] “Decentralized Computing as a Business”" (Kryptoplanet[Official])
“Akash doesn’t have verifiability, it has a reputation system, and Akash doesn’t have incentives because, well, we don’t have verification. What io.net did is they enabled incentives without verification — then you get Sybil attacks… that’s why we chose not to do incentives until we have verification.” — 00:19:41
Context: Answering how to trust you’re getting the GPU you paid for; describes Akash’s optimistic quorum verification, reputation with fraud proofs, and a UT Austin TEE proposal for verifiable hardware.
Block rewards will buy the network properties you want, Helium-style
Greg Osuri of Akash on Unlocking DePIN Capabilities for AI Model Training (Nebular)
“When we start doing block rewards, we’ll start incentivizing the properties that you want… you can create a configuration pool that says hey, we want a server in LA or New York… an incentivized pool to attract that particular compute… like Helium did it pretty well with network coverage. That way we can actually get the low-latency network.” — 00:33:58
Context: Answering a cloud-gaming latency question; AI isn’t latency-sensitive so it’s the current focus, but planned incentive pools would bootstrap geographic/latency coverage for gaming.
Crypto onboarding loses 95% of would-be Akash users
Akash Network - The Decentralized Compute Marketplace (The Crypto Conversation (Brave New Coin))
“Traditional Web2 developers, AI developers that don’t interact with crypto are forced to buy crypto… we lose 95% of the users in that very step of getting AKT tokens. And thanks to the United States, zero regulation or lack of clarity with regulation, you cannot sell legally the tokens using a credit card on your website.” — 00:27:22
Context: Justifying the upcoming “trial wallets” feature (spans into the 00:28:02 block), which he says will “open up 99% of the users that we were closed to before” without sacrificing decentralization.
Long-term Bitcoin thesis: hedge against runaway inflation
Interview with Akash Network founder/CEO Greg Osuri at deAI Summit TOKEN2049 (Pundi AI)
“I’m terrible at short-term predictions and usually good at long-term predictions… if the government continues to spend like a drunken sailor, I think scarce resources will definitely take like the center stage. Bitcoin is definitely turning out to be the hedge against this runaway inflation — considering that 30% of all the dollars in creation were done in the last three years.” — 00:03:41
Context: Asked where Bitcoin goes next year; long-run macro answer, capped by “Bitcoin is the sea and we’re all the boats on [it]” at 00:05:09.
DePIN will put crypto center stage beyond DeFi
AWS at a Fraction of the Price – Greg Osuri | Akash Network (We are DePIN)
“All these traditional systems that were very hard to disrupt are getting disrupted… this is only happening in crypto, and I think that is going to put us in a center stage when it comes to the mainstream audience, than DeFi.” — 00:44:01
Context: Closing answer on favorite DePIN use cases (Helium Mobile, Filecoin’s claimed 2% of global storage, Daylight energy marketplace).
On-device keys would change the game forever
AWS at a Fraction of the Price – Greg Osuri | Akash Network (We are DePIN)
“If Apple comes up and says we can leverage the secure enclave to store your private keys, and you can transfer those keys to other devices in an encrypted manner… and we let you use your credit card to onboard… I think that’ll change the game forever.” — 00:22:26
Context: Asked for the single biggest friction blocking mass DePIN adoption, he answers “lack of authentication infrastructure on device” — every phone’s secure enclave becoming a wallet.
Long-term Bitcoin thesis: hedge against runaway inflation
Interview with Akash Network founder/CEO Greg Osuri at deAI Summit TOKEN2049 (Pundi X Labs)
“I’m terrible at short-term predictions and usually good at long-term predictions… if the government continues to spend like a drunken sailor, I think scarce resources will definitely take like the center stage. Bitcoin is definitely turning out to be the hedge against this runaway inflation — considering that 30% of all the dollars in creation were done in the last three years.” — 00:03:41
Context: Asked where Bitcoin goes next year; he pivots to a long-run macro thesis, adding “Bitcoin is the sea and we’re all the boats on [it]” at 00:05:09.
Don't pay dollar-priced hardware in volatile tokens
Leveraging Incentives to Build with Your Community | Open AGI Summit | Brussels 2024 (Open AGI)
“When you incentivize in the token that’s native to your platform, that token tends to be a volatile token, and then incentive distribution happens to be irregular and doesn’t really make sense, because you’re most probably likely incentivizing real-world assets like a GPU or a CPU, which are priced in US dollars and not priced in your token.” — 00:07:23
Context: Lesson three: against cargo-culting Bitcoin block rewards; protocol designers must budget incentives in real-dollar terms.
Incentives without verification get you Sybil-attacked to death
Leveraging Incentives to Build with Your Community | Open AGI Summit | Brussels 2024 (Open AGI)
“Akash hasn’t enabled incentives on chain yet, and the reason for that is you do not want to have incentives without verification… we saw recently with another network that enabled incentives without verification — they got Sybil attacked to death. Sybil attacks are very, very real; every time there is money on the line, you want verification.” — 00:04:27
Context: First of his four incentive-design lessons; he doesn’t name the rival DePIN network. Gensyn’s Ben endorses the point (“incentives aren’t the product”).
Akash at ~50% utilization while rival GPU networks sit under 1%
"Will demand for advanced AI chips (GPUs) be 1:1 for every person? We sit down with Greg Osuri to find out." (Block Fuel)
“We are at a product market fit stage for GPUs. And we have real usage. We have about, say, 50 [percent] overall utilization, and I believe 60 to 70 percent utilization for high density GPUs… a lot of the other networks that have launched just throw the towel and see what happens. But their utilizations are less than 1%.” — 00:08:45
Context: Capacity stats (~400 GPUs, ~20,000 CPUs, quote spans into the 00:10:10 block); he argues incentives before demand are wasted, and says on-chain incentives await cryptographic (not TEE-based) resource verification.
Governance stake should be participation, not capital
Key Challenges in Building Decentralized AI Infrastructure | AI / ALL Summit (Sahara AI)
“The current system… proof of stake… is heavily focused on capital as the stake, but I think we definitely need to rethink some of these systems where the stake is not necessarily capital but actual participation in the network… you could tokenize usage, you could tokenize attention… systems should be governed by the people that use it, and people that have significantly higher involvement by using the system should have a higher say.” — 00:23:41
Context: Governance question; he tempers it with lessons from Akash’s ~250 proposals — anonymous voting lacks accountability and recourse, so “it’s going to take a while to really understand and nail what works.”
Akash: four years live, zero unplanned outages, order-of-magnitude yearly growth
AI Made in Cosmos - with Greg Osuri, Murthy Vitwit, Valery Litvin & Dean Tribble (Cosmoverse)
“Cosmos is, in my opinion, the only layer one app chain framework that works without an issue. Akash is a prime example — we’ve been live for about four years and we haven’t had a single unplanned outage… we grew our usage maybe by order of magnitude every year.” — 00:02:53
Context: Why Cosmos suits DePIN — contrasts with Solana congestion affecting Helium claims; “until scale is solved, sovereignty is super critical.”
Fractionalized model ownership will kick-start a revolution
Why Decentralized AI Needs Cosmos: Greg Osuri of Akash Explains (The Interop)
“The challenge is how do you keep the weights private but keep the model open, and I think that’s being solved. And once you solve that, now you have an incentive mechanism to incentivize ownership of a model, and I think that’s going to kick-start a whole new revolution.” — 00:29:09
Context: On contributors earning a share of future inference revenue for funding compute — “inference is how you make money and training is how you invest”; he name-checks Bittensor as seeding model development in crypto.
Babylon turns Bitcoin from a money chain into an application-powering chain
Bitcoin Renaissance - Greg Osuri of Akash Network (Bigeye Studios)
“Bitcoin has been primarily a money chain till now. But what Babylon is doing is transitioning Bitcoin from a money chain into a chain that can be a lot more useful for powering applications.” — 00:04:11
Context: Describing the phased plan to move Akash transactions (archival first, then real-time) onto Babylon/Bitcoin; he notes maximalists may see this as antithetical to Bitcoin-as-money.
Bitcoin security so Akash can withstand a nation-state attack
Bitcoin Renaissance - Greg Osuri of Akash Network (Bigeye Studios)
“If there’s a way to bridge the Bitcoin security or really bring Bitcoin security to Akash and even enable payments using Bitcoin for using machine learning on Akash, I think that will be an incredible milestone in improving… the security of Akash network to a level that can withstand a nation state attack. And that’s very important when you’re building an unstoppable cloud.” — 00:00:50
Context: Explaining why Akash’s own proof-of-stake security is not enough amid geopolitical uncertainty.
Akash revenue up 1700% YoY since GPUs launched
Greg Osuri | Trump's impact on crypto x AI, why DePIN is inevitable, and Akash Network revenue ATH's (Proof of Coverage Media)
“Just from the introduction of GPUs — we introduced GPUs in last year August — and today our revenue on a year-over-year basis gained by 1700%… this month alone we grew 100% in terms of earnings compared to last month. So it’s very clear that there is product-market fit… and we did it without taking shortcuts, being open source, being decentralized.” — 00:34:36
Context: Quantified growth claim; host adds Akash is supply-constrained at 80-95% GPU utilization.
DePIN is the savior of crypto and will dominate the conversation
Greg Osuri | Trump's impact on crypto x AI, why DePIN is inevitable, and Akash Network revenue ATH's (Proof of Coverage Media)
“DePIN in a way is a savior to crypto… with DePIN [you] can be like, hey, you want GPUs? … you pay a dollar for [an] H100 where you pay $4 on Amazon — that’s very quantifiable… I think DePIN is a savior to crypto. We don’t talk much about it; it will be talked about more over the next year, I think, for sure.” — 00:36:49
Context: Contrasting DePIN’s quantifiable value with DeFi/NFTs, which he says legislators and outsiders don’t take seriously. Quote assembled across the 00:36:06-00:37:31 blocks.
Bitcoin at $200,000 a year from now
Greg Osuri - Akash: Decentralized Compute Marketplace - ep 158 (Zima Red)
“$200,000.” — 01:08:18
Context: Rapid-fire closing question, “What do you think the price of Bitcoin will be a year from now?” — i.e., a call for roughly November 2025.
Decentralization's spectrum begins with open source and ends with energy sourcing
What is Akash Network? Greg Osuri on Decentralized Cloud Computing | Greg Osuri - Founder of Akash (Genzio)
“That’s why you want open source as a foundation for decentralization, and I will reject any notion that a closed system is decentralized — it’s just not a reality. And it’s really sad what’s happening [in] DePIN today, that there are a lot of these networks just popping out of nowhere with fully closed source code bases, and the justification is ‘decentralization is a spectrum.’ Yes, decentralization is a spectrum, but the spectrum begins with the open source code base and ends with energy sourcing.” — 00:15:12
Context: After citing CrowdStrike’s bad-code push and 23andMe’s for-sale DNA database as failure modes of closed systems users don’t control.
Akash created the DePIN category; 1700% YoY growth
Greg Osuri Founder Akash Network | Cosmoverse Dubai 2024! (pinoyweb3TV)
“Akash is the first one, so we set the standard. We also created this new category called DePIN — DePIN did not exist before Akash… we grew about 1700% year over year in user fees, we doubled our workloads in a year.” — 00:00:45
Context: Differentiation answer; quantified growth claims as of late 2024.
Tokenized model ownership with royalties
DeepSeek and the Dominance of Open Source AI | Akash & Prime Intellect: Mined with CoinFund Ep. 19 (CoinFund)
“Having to own a piece of… [an] actual model and getting royalties when people use it, I think, is going to be a big shared ownership model the world has never seen before.” — 00:40:34
Context: On closed-weights/open-model tokenization experiments; he argues crypto is the only way most people get financial exposure to frontier AI.
Borrowing security from Bitcoin
Akash Network (AKT) Explained: Everything You Need To Know Before Investing by Founder Greg Osuri (Founder School)
“A person of his nature and stature helping Akash design economics is just the tip of the iceberg… his proposal essentially: let Akash borrow security from Bitcoin — that way we don’t need to allocate that many tokens for security, but rather actually borrow from a better security, from a proof-of-work model.” — 00:11:00
Context: Referring to Stanford’s David Tse (captioned “David Shay”), described as having helped Ethereum’s move to proof of stake, now contributing to Akash economics through the open SIG process.
Studio-driven chains risk losing decentralization
Akash Network (AKT) Explained: Everything You Need To Know Before Investing by Founder Greg Osuri (Founder School)
“There is a chance the studio will go so big that they determine the protocol completely… I think there’s a heavy risk now that it may lose its decentralization nature… and if that model is going to be exported for the rest of the crypto ecosystem — which most likely it looks like it is — then we’re in big trouble.” — 00:41:24
Context: Naming Polygon (with stated respect for its BD team) as the example of labs/studios accruing power over protocols; contrasts with Akash’s radically open model — “make better mistakes tomorrow.” Quote spans into 00:42:06.
DePIN plus DeFi creates new financial assets to fund home compute
Interview With Greg Osuri, Founder Of Akash Network (Secret Network)
“We’re doing DeFi rails… we can decouple the ownership of the asset from the earnings… sell the ownership of the asset to someone that wants depreciation… crypto has got incredible primitives — the DePIN primitive and DeFi primitive, when you bring them together you can create amazing financial assets… you can purchase an asset that will give you like 15% return.” — 00:26:40
Context: Financing structure for superclusters (CDO-like tranching of GPU earnings and depreciation); also partnering with an unnamed big bank that likes GPUs as liquid collateral.
A peer-to-peer marketplace is the only way to get chips
DePin, Scams & Decentralized ML (Chris Joannou)
“The only way we will be able to get chips is through a peer-to-peer marketplace, and that’s really what Akash is building.” — 00:24:24
Context: H100s/A100s were unobtainable even on hyperscaler clouds during the 2023 GPU crunch; he notes Musk had just bought ~10,000 H100s.
Starbonds: fractional on-chain ownership of AI infrastructure
Akash Accelerate 2025: Official Livestream (Akash Network)
“Starbonds are designed to reward early participants up to 6.4 times return on investment in high demand scenarios, only 25% principal at risk in low demand cases. The internal rate of return increases with early tier discounts, from 36.7% to 44.8%… This isn’t speculative crypto. These are productive digital assets tied to real-world AI infrastructure powering actual AI workloads.” — 04:37:07
Context: Launch of the Starbond funding model — first issuance “Star Cluster Alpha,” ~75,000 bonds at $1,000 par; discounts for stakers of 100+ AKT. Quantified return projections.
Akash vs Render: permissionless and on-chain vs closed and off-chain
Beyond GPUs: How Decentralization Can Solve AI's Biggest Scaling Bottleneck | Day 2 | Crypto x AI (Blockworks)
“Akash is permissionless, decentralized. It runs fully on-chain — every transaction, every lease happens on-chain — whereas Render is closed source and off-chain. [The] only thing that happens on-chain is payments and nothing else… one is permissionless, another one is not. And we emphasize quite heav[ily] on self-custody.” — 00:14:54
Context: Q&A answer to “what’s the difference between Akash and Render.”
Starbonds are capital democratization for compute
Beyond GPUs: How Decentralization Can Solve AI's Biggest Scaling Bottleneck | Day 2 | Crypto x AI (Blockworks)
“We introduce the Starbonds, a digital asset that represents fractional ownership of compute… You reserve a Starbond. A node keeper provisions and operates the hardware. You receive a share of the revenue generated by the node. Transparent, on-chain, and aligned from day one. This isn’t just capital formation. It’s capital democratization.” — 00:10:34
Context: Funding model for Star Cluster, pitched to investors with a QR-code whitelist at the end of the talk.
Star Bonds: fractional on-chain ownership of compute
Akash Accelerate 2025 - Star Bonds (Akash Network)
“How do we fund and govern a cloud with no single entity controls? With Star Bonds, a new model of fractional on-chain ownership for compute infrastructure… Anyone can reserve a star bond, a node keeper provisions and operates the star node, AI workloads run, revenue is earned, payouts flow back to holders. It’s transparent, permissionless, aligned from day one.” — 00:00:01
Context: Launch of the Star Bonds financing model at Accelerate 2025. Speaker: keynote segment, uncredited in captions; consistent with Greg’s keynote.
Starbonds: fractional on-chain ownership of AI infrastructure with up to 6.4x ROI
Akash Accelerate 2025 - Greg Osuri Keynote (Akash Network)
“Starbonds are designed to reward early participants up to 6.4 times return on investment, or ROI, in high demand scenarios; only 25% principal at risk in low demand cases… And this isn’t speculative crypto. These are productive digital assets tied to real-world AI infrastructure powering actual AI workloads.” — 00:13:02
Context: Announcing Starbonds capital-formation model; first issuance “Star Cluster Alpha” of ~75,000 bonds at $1,000 par, discounts gated by AKT staking.
Starbonds: NFT rack ownership paying on-chain AI revenue
Superintelligence Needs The Supercloud Why the AI Revolution... | PMLS 2025 | Day 3 | Open Source AI (Blockworks)
“Each Starbond is an NFT that represents ownership in a specific node. When you mint one, you’re backing the deployment of a real-world rack by a node keeper in a real facility serving real AI workloads. In return, you earn a pro-rata share of the node’s revenue automatically on chain without intermediaries. It’s like staking, but instead of securing a blockchain, you’re powering intelligence.” — 00:12:49
Context: His funding model replacing “mega project loans” — “a new asset class: performance-yielding AI infrastructure. No speculation, no hype — just hardware, revenue and compute.”
Up to 6.4x ROI; 36.7-44.8% IRR tiers; $75M first issuance
Akash Accelerate 2025 - Star Bonds (Akash Network)
“Star Bonds are designed to reward early participants — up to 6.4 times return on investment in high demand scenarios, only 25% principal at risk in low demand cases. The internal rate of return increases with early tier discounts, from 36.7% to 44.8%… First issuance Star Cluster Alpha will release about 75,000 bonds, each with a par value of $1,000.” — 00:00:45
Context: Quantified financial projections for the instrument, framed as “productive digital assets tied to real-world AI infrastructure” and “capital formation for the age of permissionless AI.” Speaker: keynote segment; consistent with Greg.
Compute-for-token model guarantees future inference revenue
Solving the AI energy crisis | Greg Osuri on what it takes to power AI (Changelog)
“The business model for distributed training — almost all of the models I’ve looked at — the common thing they have is you contribute compute, you get some representation of that contribution in form of a token, and that token will guarantee you future revenues from the model, from inference.” — 01:06:10
Context: Explaining why decentralized training needs a token; he notes a 5090 on Akash earns ~92 cents/hour today and predicts intermediaries will take token risk before consumers do.
Enormous money in decentralized AI in the next 1-2 years; Gensyn trains 10,000 models
Solving the AI energy crisis | Greg Osuri on what it takes to power AI (Changelog)
“I think there’s enormous money to be made in the next one to two years in the decentralized space… there’s zero hype on these protocols… [Gensyn] alone is right now training about 10,000 models concurrently. 10,000 models. Name a single AI lab that can do that.” — 01:08:18
Context: Captions render “Gensyn” as “Jensen”; he identifies it as a decentralized ML training network founded by Oxford researchers, a16z-funded.
Decentralize what is abundant and idle
DePIN: Hype or the Next Trillion-Dollar Market? - TOKEN2049 Singapore 2025 (TOKEN2049)
“DePIN shines when it mirrors its own design — like countless small parts, like trees in a forest or neurons in a brain… fragmented assets like GPUs or rooftop solar or Wi-Fi routers or city sensors… the line is simple: decentralize what is abundant and idle, and centralize what is scarce and indivisible.” — 00:14:42
Context: His answer to “when does DePIN make sense”: tokens are “the protocol layer that reduces entropy”; nuclear plants, hydro dams and submarine cables should stay centralized. (Quote begins at the end of the [00:13:58] block.)
Tokens are rocket fuel, not cruise fuel
DePIN: Hype or the Next Trillion-Dollar Market? - TOKEN2049 Singapore 2025 (TOKEN2049)
“Tokens are rocket fuel: they help you launch and bootstrap a network, but once you’re in orbit you have to run without the fuel, or like very less fuel… somehow we got to orbit using hot air balloons instead of rocket fuel.” — 00:31:23
Context: His summary of DePIN token-incentive sustainability, noting Akash reached “orbit” without token-bootstrapped supply.
A blockchain without decentralization "is just a really bad database"
Akash Founder: Why We're Leaving our Sovereign L1 Behind (Akash Alpha)
“If you remove all the bells and whistles of decentralization, from a technology standpoint it’s just a really bad database — that’s what it is, end of the day. But decentralization on top of it makes it extremely powerful. It’s the only database where you do not need permission to write… In SQL you need permission to write, you need a password, username; in blockchains you don’t need permission to write. That’s the most attractive part of a blockchain, but that comes with a lot of trade-offs.” — 00:05:00
Context: Explaining the true cost of running a chain — validator hardware, redundancy, and profitability tied to token emissions and price.
Sovereign-chain economics are unsustainable without massive volume
Akash Founder: Why We're Leaving our Sovereign L1 Behind (Akash Alpha)
“Only way to offset this risk of unknown cost is have massive amounts of transactions being written. Well, it’s very unlikely to have that many amount of transactions for a non-financial product… you need a lot of volume to be profitable. So economics at a certain stage becomes unsustainable without the volume… To summarize: crypto-economic value was not justifiable in terms of security, and second, validator profitability cannot be sustained with the current economics… and the market conditions don’t seem to be that favorable considering what’s happening geopolitically.” — 00:07:06
Context: The core economic argument for leaving the sovereign L1: “no one knows the answer” to the right emission level in proof-of-stake chains. Summary portion at [00:09:18].
Staking will evolve from security to direct exposure to AI compute
Akash Founder: Why We're Leaving our Sovereign L1 Behind (Akash Alpha)
“We’re looking at potentially giving direct exposure for stakers into the compute itself, instead of just security right now — because the stakers are staking for security but they’re not directly engaging with the AI compute, which is the bigger sort of opportunity… I’m particularly excited for staking on Akash evolving to a new paradigm.” — 00:23:41
Context: Reassuring stakers: migration is ~1 year out, stake migrates automatically, and he’s keeping his own and his family’s AKT staked throughout — “my entire family’s future depends on the AKT” ([00:26:33]).
The Cosmos model failed: sovereignty before product-market fit
The Truth About Decentralized AI and the Future of Compute (TEACHMEDEFI)
“I think the Cosmos model in general has failed — this is coming from someone who’s been in the space for a long time, Akash being one of the first Cosmos chains. The model where it failed is sovereignty before product market fit. It should be flipped… You don’t go build your own data center when you’re shipping an app.” — 00:29:37
Context: Explaining the “shared security migration” off Akash’s own L1 — 18 chains reached out; an 18-month Cosmos SDK upgrade delivered “zero customer features”; validator costs were forecast to balloon.
AI-crypto convergence forced by energy and privacy crises
Akash Network - Decentralized Cloud Built for AI's Next Frontier (DePIN Connection)
“Real world is AI and I think AI convergence with crypto is going to be incredible unlock for society. I think the energy crisis, the privacy crisis, all these are going to force people to use crypto a lot more.” — 01:04:16
Context: After sketching an on-chain model-royalties concept — contribute compute to train a model in exchange for tokenized future revenue usable as collateral; criticizes DEX/NFT/meme “casino” distractions.
Meme coins are done for; fundamentals lead the recovery
Akash Network - Decentralized Cloud Built for AI's Next Frontier (DePIN Connection)
“Memes being pure speculation, I think they’re done for. It’s going to be very hard to convince retail to go buy memes again… because this is very extractive behavior by a lot of these people.” — 01:10:39
Context: Closing market-cycle take during a downturn; adds at [01:11:21] that when recovery comes “it’s going to be almost fundamentals that’s going to drive the initial run-up, and then the greed eventually follows,” with DePIN best positioned for institutional money.
Only 1-2% of GPUs on incentive-driven DePIN networks are real
The Infrastructure Behind Agentic Finance, with Shashank Yadav and Greg Osuri of Akash Network (Fraction AI)
“There’s a lot of, quote unquote, DePIN networks that came about and just incentivized left and right all kind of GPUs, and we noticed — according to them, talking to them — only about 1% to 2% were actually real… or with a degree of quality that’s acceptable.” — 00:19:35
Context: Why Akash incentivized enterprise GPUs in data centers (“pips”/pilots) rather than home GPUs; quality verification in distributed environments is unsolved.
Stablecoins become de facto
From AWS to Akash: Greg Osuri on Building a Decentralized Compute Marketplace (Smart Economy Network)
“As much as I hate stable coins, I think stable coins are going to become de facto because stable coins import, export dollar without restrictions.” — 01:00:57
Context: His explicit crypto prediction; paired with the view that the dollar stays strongest among fiat but weakens against gold.