Other
169 statements · 2015–2026
"Akash" debuts as Overclock's internal tool
OvrClk Demo 1 – Cluster's Lifecycle (Akash Network)
“Akash is an internal tool we created to manage Overclock itself. It has a more verbose output and some of the controls for debugging that doesn’t exist in the Overclock toolchain.” — 00:01:30
Context: Not a prediction, but archival: the first recorded use of the Akash name, five years before Akash Network’s mainnet.
Cloud talent shortage lags enormous market growth
Greg Osuri New (Digital Summit)
“As an active member in the space, I can tell you firsthand there is a massive shortage in the talent that hasn’t quite caught up with the increasing demand created by the enormous growth in the cloud infrastructure market.” — 00:00:01
Context: Endorsing the AP Cloud talent initiative; captions render several words imperfectly (“town-ho” for talent) — wording reconstructed minimally.
Data processed doubles every two years
Cloud Mobility with Legendary Developer Greg Osuri, Founder and CEO of Overclock Labs (The Silicon Valley Insider Show)
“The data, amount of data we process is doubling every two years. So that’s when we’re like looking at solving this problem. And we discovered there’s a lot of latent capacity lying around.” — 00:06:47
Context: His explanation for why compute cost/speed pressure keeps growing despite hardware advances; used to justify the latent-capacity marketplace.
Legislation first — then the US is a cradle of innovation
Panel: Decentralized Storage (Block 2thefuture)
“I like to see regulation, legislation — in fact regulators can’t do anything without legislation… I testified in front of assembly two days ago on the first blockchain law ever introduced in state of California. I really like to see some legislation around blockchain and this new economy — it’s very very important. That’s my number one priority, because if you get that out of the way, I think US is a cradle of innovation.” — 00:15:11
Context: His one-year wish list, followed by wanting highly scalable/high-performance storage systems and better usability.
Bitcoin is the ultimate store of value — better than gold
S1E2 - Greg Osuri (CryptoChange.News)
“Bitcoin today is ultimate store of value, better than gold. It’s just easier. And government doesn’t have control on it… Bitcoin is the last crypto that will run out of business if crypto dies.” — 00:20:40
Context: Reporting Middle East capital flight after the Saudi purge; he says he was approached about selling a 200,000 BTC (~$1.8B) OTC block and predicts hidden OTC volume means “someday the supply dries up, and that’s going to drive the retail price up” (00:21:22, with an explicit not-investment-advice disclaimer).
US legislative clarity on crypto is about two years away (~2020)
S1E2 - Greg Osuri (CryptoChange.News)
“My bet would be at least two years by the time we see [legislative understanding]… evidence being the kind of bills that are being introduced… about 18 new legislations being introduced in different states now… these states are moving faster than the feds.” — 00:49:55
Context: After describing his California Assembly testimony on the state’s first blockchain bill and the four-agencies problem (SEC/CFTC/IRS/FinCEN each defining crypto differently, 00:30:07); he cites Wyoming’s utility-token bill and Coin Center’s work (quote spans into the 00:50:38 block).
Market sizing Akash's beachhead use cases
"Crypto Stories: A Primer on Distributed Computing with Dani Grant, Dan Desjardins, Chandler Song, and Greg Osuri" (Village Global's Venture Stories)
“Which is not a small market. It’s about $10 billion market. And then we moved on to CI CD [pipelines], which is about $30 billion market. And machine learning workloads is about $60 billion market. So that’s how we’re looking at go to market.” — 00:11:49
Context: Performance testing → CI/CD → ML workloads as sequential beachheads, explicitly modeled on AWS’s 2007 low-friction S3 entry. Notable that ML workloads were already the target end-market in 2018.
Ethereum memory costs $13,000/MB — monolithic chains can't scale
E04 - Decentralizing the Cloud with Greg Osuri (HackerNoon)
“Ethereum — it costs about $13,000 to get one megabyte of memory… and you look at EOS, which is supposedly the modern Ethereum killer — it costs about twenty-five hundred dollars per megabyte of memory… we’re talking about floppy disks costing $2,500… the problem happens to be they all adopt a monolithic, homogeneous architecture with an assumption that all the applications have the same exact needs.” — 00:07:59
Context: Why existing decentralized platforms couldn’t host real applications; Akash’s answer is decoupling bandwidth, memory, CPU and storage and provisioning them independently. Quote begins at the end of the [00:07:13] block.
Serverless adoption will be like cars vs. trucks
Serverless Panel: Komal Mangtani, Greg Osuri, Guillermo Rauch, Gwen Shapira (Kong)
“Any brand-new cloud provider, the first choice is serverless… a whole new generation of programmers that don’t really care about deploying a server… we’re gonna see more and more serverless adoption. Now will there be a scenario where everything [is serverless]? It’s gonna be like trucks and cars — there will be people that are still going to drive trucks, but that number is gonna be so minimal compared to the car drivers.” — 00:14:41
Context: On whether serverless replaces all architectures. Speaker: likely Greg (agreeing with Gwen Shapira, referencing new cloud providers), but captions are not diarized — possibly not Greg.
The challenge for distributed systems is not technology, it's the experience
Overcoming the Challenges of Distributed Networks with Greg Osuri CEO Overclock Labs & Akash Network (Techpost)
“A key insight we learned over the past year… the challenge for distributive systems is not technology, it’s the experience.” — 00:12:32
Context: His core thesis on winning adoption — user-centered design (“fail forgiveness,” “cognitive coefficiency”) rather than overstating the mission; recurs throughout the episode.
Open-source SGX runtimes will arrive within a year
"Hashing It Out #70 - Akash Network - Greg Osuri" (Hashing It Out (The Bitcoin Podcast Network))
“We haven’t seen any major open source implementation for SGX yet. So I think the technology is like still early and under development. But that’s, I’m pretty certain that’s going to change in like the next year.” — 00:26:28
Context: From the recovered span (quote ends in the 00:27:12 block), discussing SGX as a live primitive on Akash (bring-your-own runtime; he recommends Anjuna’s, notes MobileCoin building one) — a dated, checkable early-2020 forecast on confidential-computing tooling.
Mainnet expected within a month to six weeks
The Akashian Challenge Phase 2 Livestream (Akash Network)
“When can we expect mainnet? We’re working on final details on that now, and TLDR should be sometime within the next month to six weeks… it will be soon.” — 00:34:48
Context: Speaker: Jack Zampolin, not Greg — answering a community question; Akash Mainnet 1 launched in late September 2020, slightly beyond this window.
China's machine-learning market as a target for Akash capacity
Akash AMA Livestream (Akash Network)
“It’s been quite a long [time] since a new project like Akash has been used in a Chinese market, so we’re very excited… considering China is also a gigantic market for machine learning and they’ve been leading quite a bit in that space, Akash would be a great addition to their capacity in general.” — 00:08:47
Context: After the Chinese community launch AMA drew 5,000+ attendees; an early (2020) signal that Greg saw ML workloads as a core demand driver for Akash.
Ethereum runs 60% on AWS — "we'll change that very soon"
"The Akashian Challenge Livestream: Phase 3 Week 1" (Akash Network)
“Most of our community is not very pro-AWS, unlike Ethereum community which has 60% of the nodes on AWS. We’ll change that very soon.” — 00:05:43
Context: After an AWS outage during testnet revealed only 10-15 of ~100 Akash validator nodes went down; the centralization stat is his recurring critique of proof-of-stake infrastructure.
Akash testnet developer traction exceeded Polkadot's monthly actives
"The Akashian Challenge: Closing Live Stream" (Akash Network)
“About 3,600 app deploys… and about 460 or so unique developers. To put this number into context, DOT [Polkadot], which is a very popular project, has about 430 monthly active developers.” — 00:04:26
Context: Greg’s week-two testnet recap, arguing the SDL configuration abstraction level was validated by the breadth of deployed apps.
Testnet traction: more active developers than Polkadot
Citizen Cosmos and OmniFlix Network: Conversations with Jack ft. Greg Osuri Akash Network, S1E1 (Citizen Web3)
“When we launched our latest testnet we had 3,800 or so deployments in two weeks… about 80 applications that people shared… and about 480 or so monthly active developers right now on the testnet, which is phenomenal — for comparison, Polkadot has about 420 monthly active developers.” — 00:09:53
Context: Pre-Mainnet-2 metrics; the earlier 2019 incentivized testnet had ~1,900 deployments, 130 providers, growing ~30% week over week [00:07:46].
Testnet traction: more active developers than Polkadot
Conversations with Jack ft Greg Osuri - S1E1 - by OmniFlix Network & Citizen Cosmos (OmniFlix Network)
“When we launched our latest testnet we had 3,800 or so deployments in two weeks… about 80 applications that people shared… and about 480 or so monthly active developers right now on the testnet, which is phenomenal — for comparison, Polkadot has about 420 monthly active developers.” — 00:09:56
Context: Pre-Mainnet-2 metrics (quote spans into the [00:10:40] block); the 2019 incentivized testnet had ~1,900 deployments and 130 providers [00:07:50].
Censorship resistance and privacy are foundational pillars of a liberal society
Akash Network, Cloud Computing on Blockchain (MikoBits Blockchain, NFT and DeFi Show)
“This is the cost of liberty, right? I fundamentally believe censorship resistance and privacy are the foundational pillars for a liberal society.” — 00:28:35
Context: Discussing the AWS/Parler deplatforming; he balances this with “free speech doesn’t mean free reach” and notes providers on Akash remain responsible for content they host.
Equinix as Akash's first anchor provider
Akash Network, Cloud Computing on Blockchain (MikoBits Blockchain, NFT and DeFi Show)
“Our first biggest exclusive provider, and we’re launching mainnet number two, is Equinix… Equinix is the largest data center provider in the world… they have 100 regions, so they’re pretty well distributed… and their biggest customer I believe is Amazon.” — 00:19:59
Context: Answer to how Akash bootstrapped baseline supply; earlier he argues going “directly to the source” (Equinix sells to Amazon at a premium) is one reason Akash is cheaper.
The cloud is stifling open-source innovation by stealing its business model
Akash Network, Cloud Computing on Blockchain (MikoBits Blockchain, NFT and DeFi Show)
“A big thing today in the cloud — and a lot of the open source community hates this — is because cloud is actually stifling open source innovation by stealing their business model.” — 00:41:20
Context: Cites the Elastic vs. Amazon dispute; leads into the royalty-paying “Akash builders license” with Brian Fox and Solomon Hykes so open-source authors get paid when providers offer their software as a service.
"Akash is primed to take off — there's no other possible solution"
The Unstoppable Live Stream w/ Greg Osuri and Brian Fox (Akash Network)
“I’m genuinely excited… with everything that’s happening with censorship… Akash is primed to take off. There’s no other possible solution — solving for censorship begins with solving for the foundational element, which is the cloud… we have all the compute capacity, we have over 80 applications, we have over 480 users on our testnet.” — 01:14:02
Context: Closing words before the mainnet 2 launch; quote begins at the tail of the prior caption block (“akash has/is primed to take off”).
Retrospective: betting on Kubernetes as the future in 2014
The cloud, open source and flash loans with Greg Osuri (Citizen Web3)
“And I fell in love with it and dropped everything I was doing. And I was like, yeah, Kubernetes is going to be the future. This was in 2014. And I built a company around taking Kubernetes to market in 2015. I started Overclock Labs.” — 00:38:30
Context: Origin story — a past prediction that paid off (he notes 80% of cloud used Kubernetes by 2021); Overclock’s original edge-computing multi-cloud vision became Akash.
Equinix teased as Akash's first big enterprise user
The Akash Mainnet 2 Livestream w/ Greg Osuri and Adam Bozanich (Akash Network)
“Our biggest big enterprise that we’ll be announcing very soon, probably next week, is Equinix — I mean, it’s an open secret at this point. So Equinix is the largest data center network in the world…” — 00:38:06
Context: Dated claim: Equinix would be “the first user of Akash,” using it to offer computing services; earlier (00:28:08) he claims Akash runs on Equinix bare metal, “Amazon uses Equinix, so guarantee you’re gonna have more security than Amazon.”
Mainnet 2 launch targeted for March 8, 2021
The Akash Mainnet 2 Livestream w/ Greg Osuri and Adam Bozanich (Akash Network)
“We are currently aiming for March 8th, 2021, for the mainnet to be ready and accessible… if all goes well, March 8th is what we’re looking at for Mainnet 2.” — 00:21:17
Context: Following a 93% validator readiness vote and a ~14-day upgrade window; useful timestamped launch-date commitment.
Ethereum is a proof of concept, not a scalable architecture
AKASH NETWORK (AKT) - Decentralized clouds, Staking, Cosmos & more! - Interview with CEO Greg Osuri (Michaël van de Poppe)
“I think Ethereum is a proof of concept more than a real, scalable architecture, and it’s obvious with the gas fees that we are paying. The shared fee model — all that is just not scalable.” — 00:27:17
Context: Explaining why Akash built on Tendermint/Cosmos since 2017; he credits Ethereum with proving product-market fit for decentralized applications.
We'll catch Polkadot's developer count — very soon
Почему дорого запускать стартап в централизованных облаках? Интервью с Greg Osuri, CEO Akash Network (S3XYBTC)
“Я думаю, уже сейчас нашу платформу используют более 80 разработчиков. Для сравнения, Polkadot используют 400 разработчиков… Я думаю, что мы скоро достигнем уровня Polkadot. И это очень скоро.” (“I think more than 80 developers already use our platform. For comparison, Polkadot is used by 400 developers… I think we’ll reach Polkadot’s level soon. Very soon.”)” — 00:17:17
Context: One month after Mainnet 2 launch; the dub garbles the Ethereum comparison figure (likely 2,500 developers).
The future of personal data is consent and sovereignty
Future of Web 3 and the Battle for Data Sovereignty with Greg Osuri, CEO of Akash Networks (Orchid Labs)
“You are selling your data without consent for the most part, and I think the future is consent… I think the future is about sovereignty. It’s not about reduced capability… you as a user are going to have a lot more control as to what data you want to sell versus what data you don’t want to sell.” — 00:42:02
Context: Final questions on privacy; “sovereignty is going to be the name of the game.” Quote spans his answer beginning at this block and continuing through the next.
Early traction: deployments doubling monthly, 17x in two months
Akash Networks (And How Handshake Works Together) (SkyInclude)
“Akash just literally launched three months ago and we are more than doubling every month in terms of applications we deployed… right now, I believe, about 50 application deploys a day… sometimes we range from 50 to 100 deployments a day, and we’re three months old. We grew 17x in the last two months in terms of deployments.” — 00:26:09
Context: Countering “dweb is early” skepticism; he adds “growth is coming from usage of these decentralized networks, and I think this is a good time to invest your time and energy” [00:26:51].
"People that don't move don't notice their chains"
Enter Decentralized Cloud & Unstoppable Web with Akash Network & Deeper - DeFi Conference Day 1 (Dcentral Con)
“There was this quote from Rosa Luxemburg… ‘people that don’t move don’t notice their chains.’ Right now you are in these chains by the centralized infrastructure that literally exist because you’re comfortable with it… The moment you start moving and really putting these into perspective, you’ll see it’s kind of messed up. Decentralized infrastructure is ready, d-web is here, adoption is growing.” — 00:27:06
Context: Closing remarks on privacy complacency, followed by a plug for Akash’s grants program.
Platforms that can censor a sitting president prove the danger; society must take power back
Enter Decentralized Cloud & Unstoppable Web with Akash Network & Deeper - DeFi Conference Day 1 (Dcentral Con)
“If you tell me nothing bad happens, I’ll tell you you’re full of [it]. Something bad will happen — and when a centralized platform can censor a sitting US president, that tells you the amount of power these platforms have… We are seeing quite a bit of weaponizing of this deplatforming by state actors looking to hurt companies or organizations that have disagreement with these states… We as a society owe it to take back the power to ourselves.” — 00:07:49
Context: His censorship-resistance argument, referencing Trump’s 2021 deplatforming as proof of concentrated platform power.
The future will demand censorship-resistant platforms
AKASH NETWORK - DECENTRALISED CLOUD - DEEP DIVE - WITH THE CEO - 2 OF 2 (Crypto Rich)
“I think right now you have the technology that’s prime, so developers can build censorship-resistant networks. I think the future is going to highly demand that — if not, the demand is already here — and we need platforms like YouTube that’s censorship resistant… highly encourage people to go build it, and we’ll even fund them.” — 00:24:41
Context: Responding to the host’s monologue about deplatforming; ties to Akash’s grants program for censorship-resistant apps.
You'll use Akash without knowing it
Akash Network’s (CRYPTO:AKT) ($AKT) interview with Mr. Greg Osuri CEO. (New to The Street TV)
“A lot of very innovative use cases that are not possible in the cloud today are being built on Akash, and it’s only a matter of time you’ll start actually using Akash without knowing you’re using Akash.” — 00:19:33
Context: Closing prediction, after citing Althea using Akash for dynamic 5G bandwidth pricing cheaper than AT&T.
Bullish on the metaverse and immersive virtual communities
How do data scientist get into blockchain? Greg Osuri - The Data Scientist Show #007 (The Data Scientist Show)
“That’s why I’m really bullish on metaverse — the idea of creating virtual communities a lot more immersive. I personally invested in a few metaverse companies and I’m looking forward to a good future that embraces virtual communities.” — 01:06:53
Context: Discussing post-COVID community building; a dated 2021-era take alongside his view that “relationships are not nurtured over breakout rooms on Zoom but back room conversations in bars.”
De-platforming is a threat to civil liberties
Akash Network CEO on competing with Amazon AWS, decentralized cloud computing, and free speech (Yahoo Finance)
“We’re saying increasingly de-platforming becoming a threat to our civil liberties… it’s not so much about what side of the political spectrum you fall under, but the fact that there’s a single company or a single individual or entity that has so much power on civil liberties is what’s concerning.” — 00:02:10
Context: Referencing the Parler takedown as the latest example.
De-platforming is a threat to civil liberties
Akash Network CEO, Greg Osuri on Yahoo Finance (Akash Network)
“We’re seeing increasingly de-platforming becoming a threat to our civil liberties… it’s not so much about what side of the political spectrum you fall under, but the fact that there’s a single company or a single individual or entity that has so much power on civil liberties is what’s concerning.” — 00:02:53
Context: Referencing the Parler/AWS takedown; core argument for censorship-resistant infrastructure.
Contrarian: privacy-first can undermine decentralization and innovation
Priv8 Virtual Privacy Summit 2021: Featuring Glenn Greenwald, Dr. Steven Waterhouse, and more! (Orchid Labs)
“If you put privacy first, that is inherently dangerous for decentralization — I won’t say dangerous, but that goes against the open system policy… when you have systems that are open, that leads to more participation, that leads to more innovation.” — 04:29:52
Context: He doubles down at [04:31:16]: “privacy and decentralization may not go hand in hand… if the activity is private, that prohibits people from innovating on it.” Tor Bair rebuts it as a false choice between permissionless and private.
Privacy adoption will follow the internet's open-system adoption curve
Priv8 Virtual Privacy Summit 2021: Featuring Glenn Greenwald, Dr. Steven Waterhouse, and more! (Orchid Labs)
“I’m actually weirdly a little optimistic just looking at our history of tool adoption… when the internet really came about… people did adopt internet because the convenience of an open system, the value of an open system… even though it wasn’t very clear, somehow it was perceived as valuable.” — 04:45:33
Context: Responding to JJ’s pessimism that privacy/convenience trade-offs block mainstream adoption; he cites the clunky early web winning over polished “fat software.”
Privacy infringement going mainstream will make privacy more valuable; ship it as a core primitive
Priv8 Virtual Privacy Summit 2021: Featuring Glenn Greenwald, Dr. Steven Waterhouse, and more! (Orchid Labs)
“I think it’s only time that will eventually make privacy a lot more valuable. You see something like Signal — Signal is a great privacy messenger, but it’s also a messenger, right? The value proposition is just not purely privacy, but it’s private messages… we can build applications that have privacy as a core primitive and build value on top of that.” — 04:47:00
Context: Preceded at [04:46:17] by “even my mom is concerned about Facebook prying on us… the infringement of privacy is becoming a lot more mainstream.” Forecast: privacy succeeds as a secondary/embedded value in products, not a standalone pitch.
Surveillance capitalism: everything tracked, analyzed, monetized
Priv8 Virtual Privacy Summit 2021: Featuring Glenn Greenwald, Dr. Steven Waterhouse, and more! (Orchid Labs)
“The way I would define surveillance capitalism is a modern-day business model where everything we do is tracked and analyzed and monetized… this didn’t really exist 10 years ago… Google really knows… when you’re pregnant, Facebook knows when you have a period, my Fitbit knows when I’m having sex… How did we end up here? I think we traded convenience for privacy without even realizing what we’re trading for, and we traded user experience for privacy.” — 04:29:07
Context: Answering the moderator’s question on how to incentivize people toward more private systems; frames web2 monetization as surveillance capitalism.
Privacy-first is inherently dangerous for decentralization
Priv8 Virtual Summit: Greg Osuri, Tor Bair, Ari Paul's Take on the Decentralized Future (Orchid Labs)
“If you put privacy first, that is inherently dangerous for decentralization… when you have systems that are open, that leads to more participation, that leads to more innovation. So I really don’t know what the answer is — do we do privacy first, or do we do decentralization first, or can we do both? And if you do both, how is the user experience going to look? A lot of unanswered questions.” — 00:16:18
Context: His contrarian thesis on the panel — transparent on-chain activity is what lets people innovate on data; Tor Bair pushes back that permissionless and private-by-default are compatible. Quote spans into the [00:17:03] block.
Privacy infringement going mainstream will make privacy valuable
Priv8 Virtual Summit: Greg Osuri, Tor Bair, Ari Paul's Take on the Decentralized Future (Orchid Labs)
“I’ve seen quite a bit of anti-Facebook, anti-big-tech creeping into the mainstream — I mean, my mom is concerned about Facebook prying on us. So that’s an indication that the infringement of privacy is becoming a lot more mainstream. I think it’s only time that will eventually make privacy a lot more valuable.” — 00:33:25
Context: His optimistic counter to the panel’s UX pessimism; he points to Signal — value proposition is private messages, not privacy per se — and argues privacy should be a core primitive with value built on top.
Surveillance capitalism: everything tracked, analyzed, monetized
Priv8 Virtual Summit: Greg Osuri, Tor Bair, Ari Paul's Take on the Decentralized Future (Orchid Labs)
“The most lucrative monetization mechanism happens to be surveillance capital… the way I would define surveillance capitalism is a modern-day business model where everything we do is tracked and analyzed and monetized… Google really knows when you’re pregnant, Facebook knows when you have a period, my Fitbit knows when I’m having sex… we traded convenience for privacy without even realizing what we are trading for.” — 00:15:37
Context: Asked how to incentivize privacy adoption; he blames UX (“we traded user experience for privacy”) and says decentralization is the way out. Quote spans into the [00:16:18] block.
The largest migration from web2 to web3
Akash Office Hours : End of Year Product Update (Akash Network)
“Remember, we are in the midst of the largest migration from web 2 to web 3. The fact that Elon Musk is talking about web3 just tells you how far we’ve come… web 2 developers using web3 tools with subpar experience is going to be bad, so my goal is to make sure that doesn’t happen… the user has to be delighted to a point that they don’t want to go back to web 2.” — 00:51:24
Context: Closing remarks on 2022 priorities; he cites his own GitHub CLI libraries (used by HashiCorp and Kubernetes) as why he believes a beautiful command line will be one of Akash’s adoption “pinnacle moments.”
Cosmos exchange listings will come as one slew
Updates From the Lab 1/5/22 W/Akash (Osmosis)
“I think it’s just going to be like one slew of listings that are going to happen. I am seeing quite a bit of interest from a lot of exchanges on supporting Cosmos assets.” — 01:18:03
Context: Asked about a rumored Binance listing of AKT; he blames the technical difficulty of Cosmos integrations (no ERC-20 pair, which he “despises”) and cites Coinbase’s Rosetta work. Caption reads “sleuth” for “slew.”
Decentralization is community participation and continuity of operations
Splitting ATOMs: How decentralized is Cosmos? ⚛️ (Cryptocito)
“Decentralization is just not about coin distribution, but it’s also community participation… more often than not we just look at technology and number of nodes… and ultimately it comes down to continuity of operations.” — 00:41:22
Context: Extending Zaki’s answer on why decentralization matters, after the Secret Network/Enigma example of a community reviving a chain shut down by regulators.
Shared state doesn't scale; sovereign state is the end state
Splitting ATOMs: How decentralized is Cosmos? ⚛️ (Cryptocito)
“Most of the conversations I’ve been having with people is about sovereignty and scalability, and I think the general conclusion is: shared state doesn’t scale, sovereign state is the end state.” — 00:03:33
Context: Greg reporting from ETHDenver 2022; frames app-chain sovereignty as the winning architecture (“ETH is positioning for Cosmos”).
Talent is migrating from web2 to web3
Akash Weekly: Introducing new VP of Engineering, Chanda Dharap (Akash Network)
“Having someone like Chanda work at Akash is an obvious signal that the talent is migrating from web 2 to web 3… if you even open TechCrunch there’s nothing else going on in web two… that’s all web 2 is, it’s ads and SaaS… anybody that cares about the open web will obviously jump at web 3.” — 00:38:43
Context: Answering how outsiders view crypto; he adds at [00:39:26] that “Facebook gave us the 2016 election” as an example of web2’s structural outcomes that web3 attempts to fix.
Hype projects will die this cycle; builders will thrive
Akash Weekly Spaces - June 15th (Akash Network)
“A lot of the projects that purely build on hype will die during this bear cycle… products that can deliver value but also show incredible metrics when it comes to retention and adoption will survive the bear market and thrive when the bull market comes… builders will get more attention than the shillers.” — 00:27:46
Context: Explaining why Overclock is hyper-focused on web2-style retention/adoption metrics (“no real products yet until this phase” in web3).
Preparing for a two-to-three-year bear market
Akash Weekly Spaces - June 15th (Akash Network)
“How we’re funded the development and how we’re gonna sail through the next, you know, next two to three years of a potential bear market.” — 00:04:14
Context: Framing the episode’s agenda in June 2022; matched later by his runway claim: “conservatively about two years and optimistically about three years of financing” at [00:25:40].
SEC enforcement will hit DeFi, not Akash
Akash Weekly Spaces - June 15th (Akash Network)
“It’s very, very unlikely that we’ll have some enforcement action, considering how conservative we are… DeFi protocols are definitely promising high returns to US investors… we’re going to probably see a lot of SEC enforcement in that purview.” — 00:42:33
Context: AMA answer on regulatory preparation; positions Akash as a cloud computing business with on-chain transparent market pricing, not an interest-bearing DeFi asset.
Bear markets make cost matter — the unused-compute model is working
Akash Weekly Spaces - June 22nd (Akash Network)
“People don’t really care about cost of compute, but when times are difficult, in a bear market, Akash is getting quite a lot of attention… a plot, when Chia was in a bull market, was selling for $2 — now [10 cents]… the source of compute is coming from unused compute, right? So the model is really working here.” — 00:10:35
Context: Reacting to Evergreen building a fiat-payment business (ACH/debit) fulfilled by Akash deployments — users buy plots, not AKT.
Flux exposed environment variables publicly — a "massive security hole"
Akash Weekly Spaces - June 22nd (Akash Network)
“I was using the product to discover some of the security holes that they had — massive security holes. One big hole was they were exposing environment variables to the public. Akash, we don’t do that — environment variables in Akash are private between the tenant and the provider.” — 00:26:22
Context: His public dispute with Flux after a Messari report on Akash; he says Flux’s founder proposed then backed out of a live debate, and cites Presearch leaving Flux for Akash over dropped connections.
Web3 goes mainstream in about two years
I Moderated A Panel at DCENTRAL Austin 2022 on Decentralized Cloud! (MineYour.₿iz Classic)
“It’s not like compromises, but just clever design that evolves over time, and I think very, very soon we’re going to have these systems come into play and people will figure this out, and these patterns will become the global web3 onboarding patterns — and I would give it another two years by the time web three goes mainstream.” — 00:18:33
Context: On “web 2.5” onboarding: Akash’s AuthZ feature decouples payer from user so a custodied, credit-card-funded wallet can legally delegate compute spend — his example of bridging legacy infrastructure (email, credit cards) rather than ignoring it.
Web3 goes mainstream in about two years
Decentralized Cloud - DCENTRAL Austin 2022 (Dcentral Con)
“It’s not like compromises, but just clever design that evolves over time, and I think very, very soon we’re going to have these systems come into play and people will figure this out, and these patterns will become the global web3 onboarding patterns — and I would give it another two years by the time web three goes mainstream.” — 00:18:34
Context: On bridging legacy infrastructure: Akash’s AuthZ decouples payer from user so a custodied credit-card-funded wallet can legally delegate compute spend; quote begins in the [00:17:53] block.
2022-23 downturn will end in a recovery rooted in real growth, centered on Cosmos
Akash Weekly Spaces - June 29th (Akash Network)
“I think we’re going to see a similar pattern in 2022 and 2023: I think we’re going to see a year-long crisis and then it’s going to be an upturn, and I think that will be rooted in real growth… last time it was about product-market fit, this time it’s going to be about growth and people using real products.” — 00:15:04
Context: Comparing to the 2018 peak-to-trough and 2019 DeFi-led recovery; he adds “Ethereum and none of the actual shared-state chains can deliver that level of user experience — that’s why I’m extremely bullish on the Cosmos model, the sovereign model” [00:15:47].
Cost is a hook, not a keeper — UX decides whether decentralization wins
WCEF 2022: Infrastructure for the New Internet - Web3 (World Crypto Economic Forum (WCEF))
“In all honesty, cost is not a keeper. Cost is a hook, but it doesn’t retain, because cost is generally a function of demand-supply: once the demand increases, supply reduces, the price goes up, so people start jumping ship… like Airbnb — initially cost was a hook, $20 rooms, but then you eventually got into a mode where you have diversity and variety available to you.” — 00:14:18
Context: Explaining disappointing decentralized-storage uptake; he candidly admits Akash retention lags web2 because token onboarding and non-custodial UX repel mainstream users.
Privacy applications will take center stage
Akash Weekly - July 20th (Akash Network)
“You could launch an Altered node on Akash yourself and have the guarantees that this node is going to be completely private, owned and controlled by you. This is going to be a game changer for DAOs… I think the future, at least for the next few months to years, of privacy applications are going to take the center stage.” — 00:05:50
Context: Announcing the Altered privacy-messaging app deploying on Akash; framed as sovereignty plus privacy for DAOs and private groups.
Wanting the bear market to last as long as possible
Akash Weekly - July 20th (Akash Network)
“In a way I want this bear market to last a little longer, as long as possible, because that gives us opportunity to really shine, and that’ll filter out a lot of the junk that the bull market got. Once the bull market comes, the chains that performed well in the bear market are going to get the best shine.” — 00:42:04
Context: AMA answer deflecting a token-price joke; he says the real goal is AKT demand for utilization, not price.
Overclock Labs has ~4 years of runway
What is Overclock Labs vs Akash Network (Akash Network)
“Overclock Labs is independently funded, it’s privately funded… we have enough capital to answer your question — I mean we have enough capital to last this next four to four years or so.” — 00:01:25
Context: Reassurance during the 2022 bear market about company sustainability.
Open, community-curated on-chain ban lists
Akash Weekly - August 10th 2022 (Akash Network)
“They are on chain and highly visible, and identifiable to a certain degree. So I think these open systems’ ban lists are going to be very interesting, because they’re going to be curated — especially if they’re curated by a community.” — 00:51:46
Context: Arguing compliance (SARs) is easier in open systems — “internet sleuths” researched Treasury’s 85 sanctioned addresses; sentence begins “on-chain highly visible ban lists are okay as long as…” in the prior caption block.
Sanctioning Tornado Cash is like banning electricity because North Koreans use it
Akash Weekly - August 10th 2022 (Akash Network)
“The fact that a tool was blocked because of illicit usage is very surprising, and this is very analogous to, like, I don’t know, you know, if North Koreans use electricity — banning electricity. So it’s very similar to banning a tool because it was used by bad people.” — 00:05:01
Context: First-ever OFAC sanction of open-source software; he still estimates “eighty to ninety percent of the activity on Tornado Cash is illicit” and notes banning it did make transactions more traceable.
Edison analogy on developer arrest
Akash Weekly - August 17th 2022 (Akash Network)
“Arresting a developer because his code was used for money laundering — his arrest is like arresting Edison because his bulb was used by the Nazis. It’s the same analogy, and that’s not okay.” — 00:17:09
Context: On the Dutch arrest of Tornado Cash developer Alexey Pertsev; Greg’s tweet on this was quoted in several podcasts, and he calls it a fight all software developers must take seriously.
GitHub is dead for web3; decentralized code hosting is the future
Akash Weekly - August 17th 2022 (Akash Network)
“GitHub is no longer a service discovery tool for web3 and we need to do better… moving away from GitHub to a more decentralized system like a Radicle or a Gitopia… I think is the future.” — 00:12:50
Context: After GitHub banned Tornado Cash developers’ accounts; he predicts Gitopia-style CI/CD runners on Akash replacing GitHub Actions. (Quote spans into the [00:13:34] block.)
Web3's edge: open source software that ships with its own network
Akash Weekly - September 14th 2022 (Akash Network)
“The big difference between the open systems that are prominent so far versus web3 is that web3 comes with functionality, whereas open systems don’t come with functionality… with something like web3, you use an open source software, it comes [with] the network capability where you can fully realize the power of the software.” — 00:37:59
Context: Contrasting Docker (needs a cloud to be useful) with web3 protocols; part of his answer on how developer experience drives web3 adoption.
Web3 will go places web2 can't even come close to
Akash Weekly - September 14th 2022 (Akash Network)
“If we can improve the developer experience, especially around interoperability, I think this is going to go places where web 2… can’t even come close. So I’m very, very confident on where we’re going.” — 00:40:08
Context: After recounting Twitter revoking his API access and killing “hundreds of hours” of work — web3’s permissionless, guaranteed APIs (e.g., Cloudmos building on Akash without permission) as the reason web3 wins.
US military as preferred first government user of Akash
Akash Analysis - Why decentralization is important (Akash Network)
“US DoD is, I think, the purest form of government… they don’t care about anything else except protection, and them really looking at a technology and putting a stamp is such an amazing feature. If any branch of government would use [it], I would prefer the US military as a first user of Akash.” — 00:02:11
Context: Argues government proof points counterbalance anti-crypto policy narratives. Speaker: uncredited clip; likely Greg.
GPU support targeted for end of 2022
Akash Weekly - September 21st 2022 (Akash Network)
“That’s coming out in a few weeks… this should be the last big update before the GPU, so we’re going to be actively working on GPUs after the IP leases release. It’s really exciting — talk on GPU is heating up.” — 00:02:56
Context: Mainnet 4 / IP-leases roadmap; he adds the team is “working hard to getting you hopefully the end of the year” (00:03:39–00:04:22). GPU mainnet ultimately shipped in September 2023 — a dated roadmap forecast.
Bear market will get worse and be prolonged
Akash Weekly - September 28th 2022 (Akash Network)
“It’s very obvious now, bear market, but I think it’s going to be a lot worse — I mean that’s the general consensus — and it’s a prolonged market… with the console I think we can hunker down and hyper focus on users and nothing else, and when the light finally comes you’re going to see a lot of these efforts come to fruition.” — 00:31:28
Context: September 2022 macro call framing the next two years as heads-down product/user focus for Akash.
Enterprise adoption only works bottom-up, through internal champions
It Just Works: Letting Mainstream Firms Plug Into Crypto - Messari Mainnet 2022 (Messari)
“You can’t have a top-down approach… it really has to be a bottoms-up. It’s not a company, it’s an ecosystem… Every enterprise we are in right now happened because there was a developer, a hacker, or somebody curious… used the Akash network, participated in one of our hackathons, and took that back to the enterprise and gathered support… If you go top-down and be like ‘hey, we’re 95% cheaper than Amazon,’ people throw you out, because it’s unbelievable.” — 00:13:31
Context: His “biggest lesson learned” answer; he stresses grassroots community building and consistent communications as the only scalable enterprise channel, and admits Akash can’t match all of Amazon’s capabilities.
Crypto's real gift is planetary-scale coordination, not finance
Akash Weekly - October 5th 2022 (Akash Network)
“What crypto allows us to do is coordination — permissionless coordination at planetary scale… I think it’s very, very important for us to shift our focus away from finance and think about what we can do beyond finance.” — 00:51:29
Context: Closing AMA exchange agreeing DeFi has become boring; he floats life extension as the kind of problem planetary coordination plus decentralized infrastructure could tackle. (Quote begins at the end of the [00:50:40] block.)
NFTs — digitized ownership — will be bigger than DeFi
Akash Weekly - October 5th 2022 (Akash Network)
“Digitalization of ownership, I think, is going to be a lot bigger than DeFi. I think NFTs are going to be a lot bigger than DeFi… DeFi is essentially taking the old, oligopolized model of how to deal with finance and modernizing that, but NFTs unlock whole new levels of engagement with what has been traditionally very hidden and very inaccessible.” — 00:44:14
Context: Prompted by Starbucks’ NFT rewards program; he frames NFTs as composable, portable, easily custodied digital rights.
Web3 goes mainstream by 2027
Akash Weekly - October 5th 2022 (Akash Network)
“Mainstream definition means 50% of 14,000 companies all have [a] web3 strategy — I would consider that mainstream. I think we’re going to see that in five years. I mean, by 2027 at least… Ernst & Young… they think it’s 2030, just by following the trajectory of cloud… but I believe as we evolve in tech stacks they tend to get faster in terms of adoption, and I believe 2027 will be the date.” — 00:40:30
Context: AMA question on mainstream web3 adoption; he adds that regulation arriving (however harsh) gives large companies the clarity they need, and notes DoD experimentation with Akash and Secret for sovereign internal systems.
A few key apps, not thousands, will drive adoption (Netflix/AWS analogy)
Akash Weekly - October 12th 2022 (Akash Network)
“It’s not about having hundreds and thousands of applications on day one… it’s quite the opposite: it’s one, two, three key applications that will bring hundreds of millions of users… it was Netflix that changed the face of Amazon.” — 01:01:40
Context: Declining to give a 3-year revenue forecast (“it could be twice or thrice or it could be 100 times, I just don’t know”); adoption thesis modeled on AWS’s early history.
Crypto is easier to police than opaque legacy systems
Akash Weekly - October 12th 2022 (Akash Network)
“I think crypto makes it a lot simpler to track… crypto actually makes it easier to track crime and shut down than an opaque system that we had before.” — 00:55:10
Context: Contrarian claim during the compliance panel, arguing on/off-ramps plus hosting providers cover ~99% of enforcement cases on permissionless systems.
Bullish on Urbit and owning your own data
Akash Weekly - October 28th 2022 (Akash Network)
“I always like the idea of owning my own data. Urbit is sort of delivering that, and Akash will be the first decentralized cloud to be able to run Urbit.” — 00:02:57
Context: Listing Mainnet 4 use cases; data-sovereignty framing consistent with his later local-AI privacy arguments. (Caption garbles Urbit as “orbit”/”urban”; he warns it has no token and to avoid fakes.)
Candid admission: flat metrics come from churn — users simply run out of escrow
Akash Weekly - October 28th 2022 (Akash Network)
“The biggest reason why people leave Akash is they run out of money — like, it’s really that dumb… it’s like [a] parking meter, you forget to put more money in… the deployment goes away and I have no idea why my deployment went away… churn has been a larger contributing factor for a flat adoption curve.” — 00:36:50
Context: Community member asks why network analytics are flat over the past year; Greg lists fixes: Cloudmos alerts, USDC stable payments, credit-card custodial deploys via the upcoming Overclock Console, and multi-region fault-tolerance UX.
Feature-length AI-generated films are coming very soon
Akash Weekly - November 2nd 2022 (Akash Network)
“Using AI, folks right now are creating not only drawings but animations. Very soon you’ll be able to see a full feature-length film made with AI — and a lot of this means so much compute power.” — 00:08:41
Context: November 2022 (weeks before ChatGPT’s release); Greg describes reviving his own cartooning with image generators as evidence generative AI found product-market fit.
Crypto VC investment will dry up around September 2023
Akash Weekly - November 16th 2022 (Akash Network)
“I think the investments are going to dry up maybe in September of next year, because that’s when all of funds will go dry… so there is investments for really good projects, but the likeliness of you raising money pre-product-market fit is very very low.” — 00:31:49
Context: Advice to new founders in the bear market: reach product-market fit without a token; dated funding-cycle forecast.
The bear market will get worse and be prolonged
Founders Reflect on Why Akash was Created (Akash Network)
“It’s very obvious bear market, but I think it’s going to be a lot worse — I mean that’s the general consensus — and it’s a prolonged market. So with the Console I think we can be hunkered down and hyper-focus on users and nothing else, and when the light finally comes you’re going to see a lot of these efforts come to fruition.” — 00:04:24
Context: November 2022 (post-FTX era); his strategy of building through the downturn.
US Department of Defense used Akash; regulators will come around
Dcentral 2022 - DeCloud - Decentralized Cloud & Storage (Akash Network)
“One of the recent use cases for Akash was with the U.S. Department of Defense, using Akash Network to secure inter-group communications. So when people start seeing some of these advanced use cases used by the government, I think the government and regulators will have a different opinion on how Akash is used and how web3 is considered.” — 00:05:04
Context: Regulation discussion; he follows with the claim that Akash will “make America more competitive when it comes to machine learning by enabling and unlocking these inherently unused resources.”
November 2022 was the bottom; Fed pivots and recovery by mid-2023
Akash Weekly - November 30th 2022 (Akash Network)
“Overall I think November — we hit the bottom. We’re starting to see some recovery… there’s indication inflation actually reducing, so that could actually influence the Fed to pivot — a pivot means that they would start reducing interest rates sometime next year. So this is the worst part of the bear market, I think.” — 01:11:57
Context: Closing thoughts for the year; he adds at [01:14:52] “mid next year we’re going to start seeing a pivot and this will be history,” urging builders with conviction to stay and “tourists” to leave quietly.
Build in bear markets, sell in bull markets — cycles take two years
Most UNDERRATED Cosmos GEM? Akash Network Deep Dive with Greg Osuri! (Cryptocito)
“I prefer building in a bear market, selling in a bull market… it usually takes about one year of deep bear market to build, another year of narrative building in a bear market, so it usually takes two years between the cycles… none of the movements right now matters; what matters is what happens in two years.” — 01:03:16
Context: Asked whether he prefers bull or bear markets; January 2023, deep in the bear. He adds he’s DCA-ing into Cosmos assets at “large discounts.”
Radical open source: "hiring talent by not hiring"
Most UNDERRATED Cosmos GEM? Akash Network Deep Dive with Greg Osuri! (Cryptocito)
“Anybody in the world can take up the spec and actually earn a decent living income. So now we are actually incentivizing developers that are stuck in fancy jobs at Facebooks and Googles… now we are solving a huge problem, which is attracting talent — we are attracting talent, we’re hiring talent by not hiring.” — 00:05:05
Context: Announcing the community-groups model (SIGs/working groups funded by the on-chain treasury) that open-sources the process, not just the code, after 2022 showed “how many attack vectors corporate structures have.”
Akash will borrow Bitcoin security for better price-performance
"Securing Cosmos With Bitcoin: A conversation with David Tse of Babylon" (Akash Network)
“Our security budget… comes from inflationary tokens… we pay higher price for lower security. But if I can optimize the security budget to have much better price for performance by borrowing Bitcoin security, I think we’ll be a lot better and a lot more secure chain. So I see a future where we can borrow Bitcoin security and pay relatively less than what we’re paying right now.” — 00:31:39
Context: On Akash-Babylon collaboration; he proposes starting with partial borrowed security and letting token holders tune how much security to buy from where, ideally in real time.
Composable, priced-by-value security is coming to Cosmos
"Securing Cosmos With Bitcoin: A conversation with David Tse of Babylon" (Akash Network)
“You can compose different chains together to form different levels of security, different sources of security… I think we’re gonna see that sort of composability happen, and you pay higher price for securing higher valuable items, just like in the real world. I think that’s going to come to Cosmos as well.” — 00:05:00
Context: Reacting to Babylon’s “security as a service” model; Greg calls composable security an emerging concept unique to Cosmos’s modularity.
Decentralization must peel down to code, website, and communications control
"Securing Cosmos With Bitcoin: A conversation with David Tse of Babylon" (Akash Network)
“Ultimately it comes down to who’s actually writing the code, who’s actually controlling the website, who’s actually controlling the communications — those become the attack vectors. So if you can sufficiently decentralize these layers, you will be able to create a much, much better system when it comes to resiliency.” — 00:21:38
Context: Justifying Akash’s newly opened contribution process (SIGs/working groups modeled on Kubernetes); he describes decentralization as an onion — consensus, then governance, then development — where “peeling enough layers” reveals the cracks.
China will have its ChatGPT moment in the next three months
Akash Network Live with Greg Osuri: Akash's progress in 2023, open community development, and more (Akash Network)
“They’re going to have their own ChatGPT moment in the next three months — they’re very very close, they did release a paper… a smart prediction now, you know: I think AI is going to have its web-3 moment very very soon.” — 00:46:44
Context: Cites US chip export controls pushing China to domestic GPUs and Hong Kong legalizing crypto “from June onwards”; setup at 00:46:02. (Baidu’s Ernie Bot indeed launched March 2023.)
Crypto's biggest problem: intellectual dishonesty from the top
Mission: DeFi EP 92 - Greg Osuri - Akash is taking on the giants in hosted processing (Mission: DeFi)
“There’s an incredible amount of intellectual dishonesty — incredible, to a point… it starts at the top and it trickles down to the community… when people see comments like ‘Bitcoin solves world hunger’… that dishonesty is giving us as an industry a bad name and hurting people… The way you unlock community is through radical openness, because the more barriers you remove for trust, the higher network effects you get.” — 00:44:52
Context: Asked for negative and positive lessons for founders; the openness/network-effects line is at 00:48:28. He names Vitalik Buterin and Anatoly Yakovenko as intellectually honest counterexamples.
Don't say blockchain to AI users — Uber doesn't sell the internet
Mission: DeFi EP 92 - Greg Osuri - Akash is taking on the giants in hosted processing (Mission: DeFi)
“I don’t like to use unnecessary buzzwords… just like when you use Uber you don’t talk about the internet. When you approach an AI user, they don’t care about blockchain or decentralization — they care about low cost, high quality resources… I try to use [the] minimum amount of words to describe the value prop in the quickest manner possible.” — 00:35:36
Context: Asked whether blockchain is part of the pitch to web2 companies; to web2 devs he says “Akash is the spot market for the globe.” An early version of the crypto-invisible go-to-market he doubles down on in later years.
Solve 99 problems, leave one for smart people
Mission: DeFi EP 92 - Greg Osuri - Akash is taking on the giants in hosted processing (Mission: DeFi)
“My philosophy is: if you have 100 problems, solve 99 of them and give one for smart people to go solve, because once you give smart people opportunity, they will go build amazing things — and that’s how Kubernetes worked… it’s not [that] simplicity is the answer all the time… create great value and create opportunities for smart people to capture value and you’re going to create an amazing system.” — 00:23:26
Context: Why Akash deliberately shipped no first-party web UI — leaving the front-end layer (Cloudmos, Spheron, Fleek, Praetor) as ecosystem opportunity; also used as the episode’s cold open.
OpenAI API access is already more valuable than money; concentrated AGI is the danger
Where Crypto and AI Meet | Featuring Akash, Bittensor, Gensyn & DCG (April 26, 2023) (The Bittensor Hub)
“If you go to a hackathon in San Francisco, your biggest prize is API credits — that’s more valuable than money. Access to OpenAI API is more valuable than money right now… if you say the wrong thing, a wrong prompt, your access gets cut. So one company controlling that — is that the future that you want, or do you want the future where all of us have a say?” — 00:30:08
Context: Discussion of AGI concentration risk; Greg (a frequent SF hackathon attendee, per his later remarks) adds that anyone who builds AGI has “no incentive to release it to the world.” Captions not diarized — attribution based on the hackathon reference matching Greg’s later statements.
10x coding productivity from generative AI
ADRIAN STEWART Akash $AKT Interview Greg Osuri #AI #GPU #AISupercloud ElonTrades Cosmos ATOM (Louisiana Swamp Rat)
“The way I use AI every day is as a programmer, I can write 10 times more code the same amount of time spent… it’s literally 10x.” — 00:30:48
Context: June 2023, using GPT-4 integrated into Visual Studio; he says a program he’d have quoted at three days took three hours.
AGI is closer than people anticipate
ADRIAN STEWART Akash $AKT Interview Greg Osuri #AI #GPU #AISupercloud ElonTrades Cosmos ATOM (Louisiana Swamp Rat)
“I think it’s way closer than what people anticipate… I think AGI is going to [come] faster.” — 00:36:31
Context: Jokes about the race between AGI and self-driving cars. Earlier ([00:35:48]) he warns whoever achieves AGI has “a heavy incentive to keep it to yourself” for wealth and power.
AI will fundamentally change everything
ADRIAN STEWART Akash $AKT Interview Greg Osuri #AI #GPU #AISupercloud ElonTrades Cosmos ATOM (Louisiana Swamp Rat)
“AI is going to fundamentally change everything.” — 00:27:11
Context: Arguing market-driven GPU pricing matters because AI is too important for closed allocation. Moments later ([00:27:54]) he adds: “eight years time I think we’re going to be looking back at this moment… things have changed.”
Job loss, but not a doom scenario
ADRIAN STEWART Akash $AKT Interview Greg Osuri #AI #GPU #AISupercloud ElonTrades Cosmos ATOM (Louisiana Swamp Rat)
“It’s going to be job loss, but I don’t think it’s going to be it dooms the scenario. I think we’re just going to produce more.” — 00:32:12
Context: On AI productivity’s effect on humanity; he argues humans are “a species that wants more all the time” and will convert productivity into ambition (“you’re gonna go to Mars”).
AI made him 10x as an engineer
The GPU crisis that AI needs solved now. W/ Greg Osuri, CEO Overclock Labs Akash Network (Parks and Decentralization)
“I don’t think I write code anymore without AI assistance. I’ve been writing code for 25 years and… this is the first time I saw a fundamental shift in how we write code… my productivity as an engineer increased at least 10 times.” — 00:15:50
Context: Personal testimony about GitHub Copilot (June 2023); caption renders “without AI assistance” as “with our AI assistance.”
The Department of Defense is testing Akash
The GPU crisis that AI needs solved now. W/ Greg Osuri, CEO Overclock Labs Akash Network (Parks and Decentralization)
“Akash Network, along with other networks, have been being experimented [with] inside Department of Defense. I mean, DoD sees the value of Akash Network — they’re doing a proof of concept internally.” — 00:38:09
Context: Contrasting military interest in decentralized networks with the Biden administration’s “anti-crypto army” posture; unverified claim as stated.
Fake video becomes indistinguishable within a year
Greg Osuri, Founder and CEO of Akash Network (Proof of Coverage)
“You see a lot of fake, what do you call fake videos and AI generated videos that are going to take over. Video creation is extremely powerful now. Within a year, there’s no doubt it’s going to get [more] powerful. Incredibly hard for you to know what’s fake and what’s real. So there’s attribution.” — 00:29:03
Context: Arguing decentralized systems will provide provenance/attribution for AI-generated media (transcript garbles “no more powerful”; sense is “more powerful”).
LLMs will make doctors more productive, not replace them
Building the Super Cloud of GPUs with Akash Founder Greg Osuri | EP #102 (Frictionless Podcast by Logan Jastremski)
“It’s not going to replace doctors, but it’s going to make them a lot more productive… in some cases even I saw ChatGPT doing way better than some of the doctors.” — 00:20:57
Context: Medical diagnostics as his favorite near-term LLM use case — pattern-matching lab results beats human recall.
If Akash isn't successful in five years, it would move to Solana
Akash Network - Chat With a Founder Greg Osuri (Don Cryptonium)
“If Akash is not successful in, let’s say, five years — if there’s no traffic, we haven’t met any thresholds that we need to meet in order to consider to be successful — we’ll move to Solana.” — 00:19:18
Context: A conditional trade-off of sovereignty for cost: a native token adds security but users pay validators; he’s long shared-state tech on a 5-10 year horizon despite staying sovereign today.
The Democrats are unlikely to win in 2024; next administration will be pro-crypto
Akash Network - Chat With a Founder Greg Osuri (Don Cryptonium)
“If I had to do my predictions, very unlikely the Democrats are going to win again, considering what they did to the country.” — 01:17:49
Context: Dated political forecast during a segment calling the SEC “a rogue agency… acting illegally”; he earlier says “I’m very confident the next administration… is going to be a lot less hostile [to] crypto” ([01:15:41]).
Don't start a company unless you've signed up for ten years
Greg Osuri: Redefining Success Against All Odds | BTC Ep.7 (Michael Huynh)
“Unless you think you’re going to be with a company for at least 10 years, do not [start]. There’s no quick buck — there’s no launching a DeFi protocol and getting rich and getting out. Unless you signed up for 10 years, do not engage.” — 00:42:59
Context: His core advice to new founders: overnight successes hide years of struggle; success takes “much, much longer than most people think.” He pairs it with warnings about having kids mid-startup (“two babies”).
Solidity is a poorly designed language — hence the exploits
Greg Osuri: Redefining Success Against All Odds | BTC Ep.7 (Michael Huynh)
“Solidity is a very poorly designed language, and it’s very evident with all the exploits that we have today. It is a really poorly designed language — you don’t see the level of exploits you have with Solidity with any other language.” — 00:21:16
Context: Part of a riff on bad software winning adoption (JavaScript “designed in 20 days,” PHP); when the host suggests hackers target Solidity for anonymity, Greg insists “it’s just easier to exploit Solidity than any other language.” Also used as the episode’s cold open.
Post-FTX: self-regulate and read out closed-source projects
How Akash Network is Democratizing Access to Cloud GPUs | Greg Osuri (0xResearch)
“Every failure can be attributed to closed and opaque models — think about it: FTX, Celsius, even Luna to a large degree… Don’t trust Twitter as much as you should trust GitHub… Let’s do a better job this time; let’s make better mistakes tomorrow.” — 00:59:17
Context: Closing thought urging the industry to self-regulate before governments do, and to evaluate top-100 tokens by their source code rather than partnerships. Quote spans [00:59:17]-[00:59:58]; earlier part at 00:57:53.
AI makes a 10x engineer a 100x engineer
How Akash Skynet will unleash an AI future no one is prepared for (Interchain.FM)
“The amount of productivity we get is so high with AI. It’s unbelievable. And if you know how to use the right tools, chain them together, you can build incredibly effective and proficient, like, processes, right? I think AI, it makes a 10x engineer a 100x. It doesn’t negate for a need of humans, but it just makes humans better.” — 00:33:39
Context: Personal anecdotes — Copilot letting him ship an API in two hours instead of a day; he places himself in the accelerationist camp against “the doomers” ([00:34:24]).
Doctors go from 10 patients a day to 100 with AI
How Akash Skynet will unleash an AI future no one is prepared for (Interchain.FM)
“I think the pattern is going to be like, if today, if you deem a doctor can serve up to 10 patients a day, tomorrow’s doctors will be able to serve up to a hundred patients a day. Right. I think doctors are not going to go away. I think they’re just going to get better with AI. And that means more accessible healthcare.” — 01:06:05
Context: Part of an extended riff on proactive AI health monitoring of his own sensor data; he later revises upward: “Now it’s going to be a thousand patients a day because of AI” ([01:09:43]).
The state's crypto overreach is temporary
How Akash Skynet will unleash an AI future no one is prepared for (Interchain.FM)
“I think this current overreach by the state is just temporary. Like, I don’t see this lasting in more than, you know, maybe a few years… Government tends to, you know, anything they deem to be a threat, they tend to take an adversarial position. And eventually, they learn that it’s actually helping them.” — 01:33:24
Context: Citing the crypto wars of the 80s/90s as precedent; he argues Akash-style real-world problem solving (“secondary market for GPUs will make America a lot more competitive,” [01:39:20]) flips the regulatory framing.
Bull-market thesis: ETF trigger + cheaper money + degeneracy
Akash: Crypto's AI Supercloud W/Greg Osuri ($1 To $1 Million Podcast)
“I think a Bitcoin ETF is going to be a big trigger… then you need the cost of money to come down — the Fed pivoting to lowering interest rates… whenever these three things come together — you need [a] trigger, you need cost of money to go down, and you need these degeneracy patterns to come up — that comes a bull market. That’s my thesis.” — 01:15:33
Context: Answering the host’s stock question on when the next bull run starts (Dec 2023, pre-ETF approval); prefaced with “I’m an engineer, I’m really bad at predicting these things.” ETF trigger line begins at 01:14:49.
AI is the first technology that passes "the grandmother test"
"How to Pivot your Career in Crypto and AI | Builder's Diary #9 with Greg Osuri" (Finality Crypto Podcast (DeFi Times))
“Compared to the last big technology that got popularity, which was crypto… AI is exponentially easier to explain to your grandmother. It passes the grandmother test. And that’s key because no technology that came before AI could pass the test.” — 00:48:00
Context: Explaining ChatGPT’s zero-to-100M-users-in-90-days adoption versus the iPhone and the early web, both of which required persuasion (spans into the 00:48:54 block).
AI multiplies service professionals: doctors from 10 to 50 patients a day
"How to Pivot your Career in Crypto and AI | Builder's Diary #9 with Greg Osuri" (Finality Crypto Podcast (DeFi Times))
“AI makes someone’s job much better. Lawyers, doctors, just service professionals. So, today if a doctor can see 10 patients in a day, with AI, they’ll be able to see 50 patients a day. If a lawyer needs to review a contract, if it takes an hour, that contract will take 10 minutes to 5 minutes using AI.” — 00:51:12
Context: Built on his framing of medical diagnosis as “a recollection game” where AI gives aging human memory “superpowers” (00:50:28); quote spans into the 00:51:55 block.
The US Department of Defense runs a fork of Akash
Decentralizing AI: Compute Protocols and Proof of Work - Panel Discussion | Proof of Data 2024 (Recall Network)
“Also, US Department of Defense use Akash internally to secure their servers — but they use a fork of the Akash Network, they don’t connect to the network.” — 00:31:28
Context: Answering a privacy question; he also cites SolveCare storing HIPAA-compliant US patient data on Akash (00:30:43).
AI is just a better paintbrush
AtomDenver panel: AI 🤝 Crypto (Secret Network)
“For me AI is just, in one way to look at it, a better recollection engine; another way to look at it, a better automation engine; another way to look at it, a better listener or emotional engine… in the simplest manner I think it’s just a better paintbrush.” — 00:07:25
Context: His answer to “how would you define AI,” noting he formally studied AI ~20 years earlier.
Real vs. synthetic content will soon be indistinguishable
AtomDenver panel: AI 🤝 Crypto (Secret Network)
“Very soon the real content versus synthetic content will be indifferentiable, right? So very soon you won’t be able to say what’s real, what’s not.” — 00:16:50
Context: Arguing blockchain provenance is a major AI-crypto use case, citing Sora’s video quality and where it will be “a year from now.”
2024 will be a deepfake election
X Spaces with Akash Network: Democratizing Compute on Subnet 27 (Nodexo)
“I predict in two years… I think this election is going to be a deepfake election, and in two years we’re going to have this problem so massive. There will be moments of chaos during this election due to fakes — that’s my prediction… ultimately I think humanity will figure it out, but it’s going to be painful before we figure it out.” — 00:42:12
Context: Audience question on deepfakes and data veracity; he proposes crypto-based provenance (camera-to-chain recording of media) as the eventual fix but says nobody takes the builders seriously yet. Quote spans into the [00:42:55] block.
Closed stacks go fast; open systems go far
X Spaces with Akash Network: Democratizing Compute on Subnet 27 (Nodexo)
“You can have a fully vertically integrated stack… yes, you can get adoption very quickly if you do it fully custodial, but you can go fast — you can’t go far. Really, open systems that are open to everybody and give opportunity for people to build on top of it tend to go much further. That’s why I’m a big believer in open systems.” — 00:16:46
Context: On adoption drivers; paired with his “build 95%, leave 5% for smart people to finish” philosophy and the argument that permissionless rails stop platforms from killing businesses built on them.
Distributed systems' challenge is experience, not technology
Overcoming the Challenges of Distributed Networks with Greg Osuri CEO of Overclock Labs & Akash N... (Techpost)
“A key insight we learned over the past year, but something that has always been behind our thoughts: the challenge for distributed systems is not technology, it’s the experience… the user almost is not at the center of what we do. So by taking a different approach, an approach that involves the user, [that] solves the adoption problem.” — 00:12:37
Context: His recurring adoption thesis for decentralized tech — “we’re not going to win by simply overstating the mission but by aligning our actions to our mission.”
Platforms are winner-take-all
Overcoming the Challenges of Distributed Networks with Greg Osuri CEO of Overclock Labs & Akash N... (Techpost)
“Platforms is a winner-take-all market, and there is no place for the second person — it doesn’t work that way. When you enter a market you want to absolutely dominate, and you want to do it because you want your values, that align with industry, to take precedence over people with greed.” — 00:46:15
Context: Pushing back on the host’s Apple-vs-Google framing; market dominance as a values vehicle, with high margins acceptable if aligned with core values.
Products win when value exceeds cognitive load
Hash Rate - Ep 050 - Akash Decentralized Cloud - Greg Osury (Hash Rate Podcast)
“It is not always the easiest-to-use products [that] win. It is usually the products that have cognitive coefficiency of over one… if the value perceived over cognitive load required is greater than one, the product will be successful.” — 00:37:37
Context: His Vim analogy for why Akash’s crypto/container friction doesn’t block adoption when GPUs are otherwise unobtainable; pairs with “with closed source you can move really fast, but with open standards and open protocols you can go much further” ([00:33:55]).
Specialization is a myth
Overcoming the Challenges of Distributed Networks with Greg Osuri CEO of Overclock Labs & Akash N... (Techpost)
“Specialization is also a myth. People say that in order to be successful you’ve got to be doing one thing and one thing only. It’s a myth, because the greatest luminaries like Leonardo da Vinci or Einstein always had creative outlets.” — 00:30:55
Context: His answer to the Peter Thiel “unpopular belief” question, tied to his argument that art/photography makes better builders.
IP addresses scarcer than gold
Akash Accelerate '24: Official Livestream (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.” — 00:12:44
Context: Aside while noting Akash is quietly one of the largest IP-address marketplaces; floats a future IP-backed token.
From 500 to 5,000 open-source contributors by next Accelerate
Akash Accelerate '24: Official Recap (Akash Network)
“We have enormous community — about 500 open source devs now contributing to Akash. We want to make that 5,000 by the time we have the next Accelerate.” — 03:58:44
Context: Closing AMA, explaining what “accelerate” means: “we’ve come from 0 to 1 so far and now we need to go from 1 to 100.”
Regulation is the biggest risk — otherwise Akash is unstoppable
Akash Accelerate '24: Official Recap (Akash Network)
“Akash is too early right now to be shut down by regulation. I think if regulation is out of the way, I think Akash is unstoppable… if you’re a builder you can build as long as you’re allowed to build — we’ll build our way out of any problems.” — 01:12:37
Context: Audience Q&A at the end of the Voorhees fireside asking the biggest risk Akash faces. Speaker: possibly not Greg — the question was posed to “either of you” and could be Voorhees answering.
IPs are scarcer than gold
"Keynote from Greg Osuri: \"Journey to Acceleration & Beyond\" - Akash Accelerate '24" (Akash Network)
“Akash is one of the largest IP address marketplaces — we don’t really talk much about it… 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.” — 00:10:02
Context: Aside while listing post-mainnet capabilities (persistent storage, IP-address-based discovery).
Radically open source: 500 contributors, meetings on-chain, AI training on the notes
"Keynote from Greg Osuri: \"Journey to Acceleration & Beyond\" - Akash Accelerate '24" (Akash Network)
“Beginning of 2023… we went radically open source, in the sense including the process of setting the road map is open source, along with the code… we had like 20 or 30 contributors before… now we have about 500 contributors… [Overclock Labs] does not conduct any private product meetings anymore. It’s all done in the public, the video is posted on a blockchain… I guess people are training [AI] on our meeting notes.” — 00:12:11
Context: He frames himself as “just a core contributor,” not a leader, with ~$30M in the community pool funding development — including the conference itself.
Bitcoin at $100K by end of 2024
"Greg Osuri: Akash – Decentralizing Cloud Computing and Revolutionizing GPU Access (#10)" (Fluence)
“End of the year, I think it’ll be 100K.” — 01:06:02
Context: Host asked for a year-end Bitcoin prediction as a closer (June 2024); BTC crossed $100K in early December 2024. In the same breath he names the DePIN gap he wants filled: “decentralized power — without power there’s nothing.”
Regulation is the biggest risk; without it Akash is unstoppable
Erik Voorhees and Greg Osuri: "The Power of Permissionless" - Akash Accelerate '24 (Akash Network)
“Akash is too early right now to be shut down by regulation. I think if regulation is out of her way, I think Akash is unstoppable. But if regulation comes and basically says you cannot exist, I think that’s going to be a big problem… if you’re a builder you can build as long as you’re allowed to build — we’ll build our way out of any problems… but if you’re not allowed to build, that’ll be a problem.” — 00:23:13
Context: Answer to the closing audience question “what’s the biggest risk Akash faces?” Speaker: likely Greg (the question was directed “to me… or either of you”; captions are not diarized).
With closed you go fast, with open you go far
A Decentralized Compute Marketplace with Greg Osuri (Software Engineering Daily)
“With closed you can go fast, with open you can go far. That’s why any sufficiently important technology that has wide adoption is always open — starting off with internet, with operating systems… open source always goes so much further than closed source can, but it’s so much slower.” — 00:29:01
Context: Asked how a democratic, decentralized governance model copes with slow decisions; leads into his tokenized public-goods-fund answer to open-source sustainability.
Quantum computing for machine learning is next on the research horizon
Akash: The Internet Of Compute W/ Founder Greg Osuri ($1 To $1 Million Podcast)
“Even looking at quantum — there’s quite a lot of work happening in quantum. We’ll be announcing some things very soon. We have a researcher from MIT that is looking into quantum seriously for machine learning.” — 00:50:55
Context: Framed as Akash’s forward-looking research posture — “we started looking at GPUs in 2018… by the time we got GPUs in play it was 2023.”
AGI in eight years
Evolution to AGI Panel at Web3_AI Day | Encode Club | Linera, Ritual, Nillion, Akash Network (Linera: Real-Time Blockchain)
“Eight years.” — 00:27:53
Context: Lightning-round AGI timeline; by elimination this is Greg’s answer (Nillion declined to guess, Linera said 10 years, Ritual said half a decade), but Speaker: attribution inferred, captions not diarized.
Tokenized open source as the business model for open source software
"[Panel] “Decentralized Computing as a Business”" (Kryptoplanet[Official])
“A big challenge today with open software… is contributor churn… we saw companies like Docker just run out of business after raising at billions of dollars of valuation… the challenge is how do we really create open source, stay open source, without taking shortcuts… that was one of the big things that we figured out at Akash.” — 00:03:36
Context: Greg claims Akash pioneered a “tokenized open source software” model; says crypto’s money premium gives open source new sustainability properties.
Trial wallets will be a bigger unlock than GPUs
[Solo Talk] Decentralization is saving AI where centralization failed by Greg Osuri (Kryptoplanet[Official])
“We have a 0.5% — less than 0.5% — conversion rate for activation… but guess what, we solved it. We have a new update coming in a couple of months called trial wallets… I think these trial wallets are going to be a bigger unlock than GPUs for Akash.” — 00:20:58
Context: Q&A answer on why absolute demand is still low: wallet installation and AKT acquisition friction; authz + feegrant modules enable preloaded trial wallets to convert “a Google ad user.” (Prediction quote concludes at [00:22:25].)
Claude beats GPT-4 at coding; "ChatGPT forgot how to code"
Building a React App live with AI (Greg Osuri)
“My personal experience: Anthropic is way better than GPT-4. Like, all these errors — I didn’t have them before; it was cleaner, it had the right dependencies. For some reason ChatGPT forgot how to code.” — 00:54:43
Context: After GPT-4o repeatedly broke the Next.js scaffold that Claude Sonnet had handled cleanly. He later repeats the “ChatGPT forgot how to code” line on conference panels.
AI misuse will get worse before it gets better
Akash Network - The Decentralized Compute Marketplace (The Crypto Conversation (Brave New Coin))
“Most people have no clue what AI can do… I have this like dystopian view at the same time, very optimistic view as well. I think it’s going to get worse before it gets better, because there’s going to be quite a lot of damage… when things get worse, regulation comes in… and I’m praying that it happens at a pace where the people that want to stop us can’t keep up.” — 00:35:34
Context: Answering the William Gibson “future is already here” question, citing his mother interacting with AI-generated images on Facebook as already-deployed manipulation (quote spans into the 00:36:17 block).
Regulation, not competition, killed American railroads — a warning for AI
"Will demand for advanced AI chips (GPUs) be 1:1 for every person? We sit down with Greg Osuri to find out." (Block Fuel)
“Railroads did not die because airplanes came or motorways came… railroads died because they got overly corrupt and regulated as a result, and that led to the death of a whole industry. And that’s the reason why we have railroads in Asia and Europe but we don’t have railroads anymore in America.” — 00:19:48
Context: His historical argument against heavy AI/chip industry intervention (quote spans into the 00:20:30 block), paired with a Chips Act critique (“the intention is always good, but the implementation is always bad”) and a recommendation of Rothbard’s Progressive Era.
AGI by 2030 is underrated
Sovereign AI's Battlefield: Compute, Storage, & Running On The Edge | Crypto x AI Event (Delphi Digital)
“Underrated.” — 00:30:20
Context: One-word answer to host’s rapid-fire “AGI by 2030: overrated or underrated?” — Greg answers first, and the other two panelists agree.
Dedollarization overrated; the semiconductor dollar is next
Sovereign AI's Battlefield: Compute, Storage, & Running On The Edge | Crypto x AI Event (Delphi Digital)
“It’s going to be semiconductor dollar, it’s going to be energy dollar… whoever owns semiconductors will own the economy.” — 00:28:09
Context: Rapid-fire question on dedollarization; Greg says it’s “heavily overrated,” predicting US semiconductor and energy power replaces the petrodollar dynamic. Second sentence is at [00:28:52].
By 2030, ~5% of global GDP will be spent on AI
The Supercloud - by Greg Osuri, Akash (Cosmoverse)
“The need for computation, especially for AI, is growing at the rate of half an order of magnitude every year. Today it is predicted by 2030 about 5% of global GDP will be spent on AI.” — 00:13:09
Context: Quantified forecast used to explain Akash’s growth (700% YoY user-fee growth, Nvidia as biggest user).
AI classism: those who use AI will outcompete those who don't
Why Decentralized AI Needs Cosmos: Greg Osuri of Akash Explains (The Interop)
“There’s going to be, of course, classism, where people that know how to use AI are going to out-[compete] people that don’t use AI. So then people that don’t know how to use AI will have no other option [but] to use AI… like back in the day, [the] internet was the same thing.” — 00:52:57
Context: Closing growth-vs-degrowth argument; he calls AI “a time machine — it lets you buy back time” ([00:52:15]) and says he’s writing more code than in years thanks to AI.
East AI vs. West AI
Why Decentralized AI Needs Cosmos: Greg Osuri of Akash Explains (The Interop)
“I think there’s going to be a very fascinating East AI and West AI. I’m obviously bullish [on] West AI because we’re more free people in general — I think freedom in thought is very important for innovation. West innovates, China replicates, and Europe regulates.” — 00:51:32
Context: On export controls pushing China to indigenous chips (Huawei at 7nm, rumored 5nm) and locally specialized models (image/video, surveillance-driven).
Regulate AI outputs, not AI: "the best regulation is no regulation"
Greg Osuri | Trump's impact on crypto x AI, why DePIN is inevitable, and Akash Network revenue ATH's (Proof of Coverage Media)
“It’s not regulating AI that’s important — it’s regulating what AI produces that matters… if you start banning producing images then you’ve got to ban art, then you’ve got to ban paintbrushes. It’s just a better paintbrush. So the best regulation is no regulation for AI, in my opinion.” — 00:14:30
Context: Asked what AI regulatory frameworks he wants; examples given: AI-designed weapons fall under ATF, medicines under FDA. Quote spans into the 00:15:13 block.
AI accelerates everything — type one civilization in 50 years
Greg Osuri - Akash: Decentralized Compute Marketplace - ep 158 (Zima Red)
“AI literally unlocks so much human potential that was locked away because of information asymmetry. So I think a lot of the [things] that we thought historically were far away are going to be proven wrong. You’re going to see future in the next five years… humanity is going to reach type one civilization [in] 50 years with the rate we’re going.” — 00:58:56
Context: Responding to skepticism about quantum/fusion timelines; cites students designing nuclear reactors in dorm rooms with AI assistance.
LLM costs are limiting adoption — new product cuts time and cost
What is Akash Network? Greg Osuri on Decentralized Cloud Computing | Greg Osuri - Founder of Akash (Genzio)
“The challenge today is for LLM developers to deploy an LLM and use an LLM that is large, like a Llama 3.1 405B, takes about 6 hours. It’s extremely expensive… it costs about $30 per hour… so we have a new product that’s going to significantly reduce the cost and the time it takes to run LLMs, so that way you’ll be able to attract your traditional web2 developers, and Akash will be one of the most attractive products not only in web3 but also web2.” — 00:16:39
Context: Teasing an end-of-2024 launch, preceded by login-free credit card payments “next week.”
Quantum computing breaks crypto within ~3 years; Akash is quantum-proofing
Greg Osuri - Akash: Decentralized Compute Marketplace - ep 158 (Zima Red)
“Oh, it’s coming soon. We’re working with MIT professors to quantum-proof Akash… It’s very, very close now. I would say like next three years.” — 00:58:11
Context: Naming quantum risk to blockchain security as a top concern; host pushes back that quantum has been “coming soon for 40 years.”
AI buys you time, it won't replace humans
Greg Osuri Founder Akash Network | Cosmoverse Dubai 2024! (pinoyweb3TV)
“AI is a technology that buys you time. It’s not something that is going to replace human beings, but it lets humans do things that were previously not possible. Like me — as a CEO I run a company but I don’t have time to code, but now I have time to code because AI lets me write code really fast.” — 00:02:56
Context: Answering “isn’t it scary that AI will take jobs?”; also states “the future of money is decentralized and self-sovereign and permissionless.”
Akash grew 17x year-over-year
"AI Sovereignty: Building the Path to Individual AI with Greg Osuri" (The Outpost Podcast)
“Our quarterly earnings this year for Q3, last quarter, was 1,700% compared to a year before. That is 17x growth. That is a whole order of magnitude… that’s really my north star. Like, we got to grow 10x every year.” — 00:19:48
Context: Growth snapshot for 2024, plus 12% cumulative monthly growth rate — “better than great” by SaaS standards ([00:21:50]).
Remove export controls; state intervention backfires
DeepSeek and the Dominance of Open Source AI | Akash & Prime Intellect: Mined with CoinFund Ep. 19 (CoinFund)
“There’s no stopping of this technology, this is unstoppable… [The US] has to move out of people’s way… and remove all the export controls… if we didn’t have export controls, DeepSeek wouldn’t exist.” — 00:46:22
Context: Asked what role government should play; later ([00:49:14]) he cites post-Civil War railroad subsidies as the template for state intervention going wrong and says the big ($500B-style) investment plans are “just going to backfire.”
Overfunded startups don't innovate
Everything Bagel: Open Source AI, Security, and Decentralization with Greg Osuri, Founder at Akash (The Index Podcast)
“There historically hasn’t been a single success story… that’s overfunded, that actually innovated… Solana is a classic story, Ethereum is a classic story… most successful teams always have significantly lower funding because… once you have money you have distractions.” — 00:02:54
Context: His 2018/2019 viral thesis that seed-stage funding is inversely correlated with progress; Akash raised $1.8M to launch its chain.
Would launch Akash on Solana today, not a sovereign chain
Everything Bagel: Open Source AI, Security, and Decentralization with Greg Osuri, Founder at Akash (The Index Podcast)
“If I were to do it today, I would most likely do it as Solana or one of these shared-state chain systems… when you do sovereign, yes, you have the benefits of control, but if you ask yourself deeply, do you really need that control in the early stages?” — 00:12:22
Context: Reflecting on lessons from launching Akash as the first Cosmos chain in an era when Ethereum’s gas fees made it unusable; a notable revision of his own architecture choice.
China will have its ChatGPT moment within three months
Akash Network (AKT) Explained: Everything You Need To Know Before Investing by Founder Greg Osuri (Founder School)
“They’re going to have their own ChatGPT moment in the next three months — they’re very very close, they did release a paper… It’s my prediction now: I think AI is going to have its web-three moment very very soon.” — 00:46:23
Context: Points to US chip export controls forcing domestic Chinese GPUs, plus Hong Kong legalizing crypto “from this June onwards”; second sentence at 00:47:07. (Early-2023 statement — Baidu’s Ernie Bot launched March 2023.)
Anything with "GPT" in the title is generally a scam
DePin, Scams & Decentralized ML (Chris Joannou)
“We’re seeing quite a lot of AI projects in crypto popping up and getting listed and getting a lot of attention. Be aware of any of these — anything that has a GPT in the title generally is a scam… none of them have open source software. They’re all closed, they’re all mostly OpenAI API wrappers.” — 00:17:17
Context: His heuristics: no GitHub = scam; listed tokens should be open source “hands down”; legit projects (e.g., Bittensor) talk in trade-offs.
Tokenized open-source software is a superior model
DePin, Scams & Decentralized ML (Chris Joannou)
“Now the question is how do you create a truly open source software and give everything out, you know, like all the features, capabilities, and somehow capture value and sustain? That’s where tokenized open-source software comes into play — I think is a much superior model than traditional software.” — 00:15:50
Context: His conversion moment for crypto: tokens solve open source’s sustainability problem that donations and open-core never did.
Within 100 years, a new species merging humans and AI
Ep. 654 The Intersection of AI and Cryptocurrency with Akash Network (CRYPTO 101)
“AI is an evolutionary step for humanity. And I think, you know, in 100 years, I definitely can see a birth of a new species that’s augmenting AI and humans.” — 00:04:12
Context: After defining AI as “augmentation of intelligence” versus the internet’s “augmentation of reach” (00:02:34); he later reinforces it: “we’re basically cyborgs” (00:41:46).
This era will be remembered as the start of human acceleration
Scaling Web3 and AI through DePIN with Greg Osuri! (Secret Network)
“If you think AI is going to be the most transformative technology in our generation, which I believe it is — I believe about 100 years from now people will look back at this era and… think about, this is the era that defined human acceleration. I think we’re going to have a exponential growth, and humans are not good at visualizing exponential growth.” — 00:39:08
Context: Setup for his argument that a transformative future must not carry the concentration risks of the last platform shift.
"Let's build a cloud no one can shut down" — meet at Kardashev 1
Akash Accelerate 2025: Official Livestream (Akash Network)
“Let’s build a cloud no one can shut down. Let’s build the intelligence layer of a free civilization… A type one civilization isn’t built on one warehouse or by one company. It’s born across a thousand rooftops and million racks and billions of watts all working in harmony… Let’s build an open planetary scale AI — resistant, renewable, and unstoppable… Let’s meet at Kardashev 1.” — 04:44:30
Context: Keynote closing; the Kardashev Type One framing bookends the talk.
States should own AI data centers via municipal bonds
Akash Accelerate 2025: Official Livestream (Akash Network)
“The states can get into owning part of these data centers through bonds… issue municipal bonds… that can go build out data centers and give its citizens a way, or its treasury a way, to earn or get the upside from AI… nobody has focused on what happens underneath the chips: we need energy, we need the lines, our transmission infrastructure is aging.” — 04:53:12
Context: Q&A proposal for citizen participation in AI infrastructure financing through existing municipal-bond mechanisms.
Every major institution will integrate AI
Decentralized Infrastructure Allows America to Compete on AI—Greg Osuri (Crypto World Daily)
“AI is no longer an emerging technology. It’s here and it’s becoming the bedrock of modern civilization… Soon, every major institution from hospitals to the military will integrate AI into their core operations.” — 00:00:01
Context: Opening framing, comparing AI’s impact to electricity in the 20th century and the internet in the 21st.
US on track to lose the AI platform war to China
Decentralized Infrastructure Allows America to Compete on AI—Greg Osuri (Crypto World Daily)
“Their DeepSeek model R1 rivals top tier US models… If DeepSeek is any indication of China’s momentum, we are far behind them. It won’t matter who leads in algorithms if the US keeps treating infrastructure as an afterthought, because we’re on track to lose the platform war.” — 00:01:28
Context: Geopolitical stakes-setting; contrarian claim that infrastructure, not algorithms, decides AI leadership.
AI is a substrate of civilization
Solving AI's Energy Crisis with Decentralized Compute, w/ Akash CEO Greg Osuri (The People's AI: The Decentralized AI Podcast)
“If you look at AI, it is a substrate of civilization. There are very few substrates that we have historically. We had electricity as a substrate. We had water as a substrate… So the foundational technology is not a feature. There’s no technology or no area in humanity that AI will not touch.” — 00:02:29
Context: His opening framing; follows with the thought experiment “electricity is so important, but it’s only controlled by three people… How would that make you feel? It doesn’t matter if the people are good or bad. People don’t last forever” [00:03:57].
AI cannot replace a human — but AI users will replace non-users
Solving the AI energy crisis | Greg Osuri on what it takes to power AI (Changelog)
“I guarantee you, the state at which AI is right now, it cannot replace a human being. Not even close… AI once trained cannot learn continuously… but a human being will be replaced by someone that knows how to use AI, for sure.” — 01:36:43
Context: Answering a UBI/job-loss question; he invokes Jevons paradox — “we’re not going to use less developers, we’re just going to use more developers to do more things” — and predicts “we’re going to accelerate beyond our wildest imagination.”
Company policy: adopt AI within six months or be replaced
Solving the AI energy crisis | Greg Osuri on what it takes to power AI (Changelog)
“People that know how to use AI are going to disrupt people that don’t use AI, hands down. We have an active policy in the company… if you don’t do it by X amount of time, you’re going to be replaced, and we’re very public about it… I think that’s going to be standard across different companies.” — 01:43:51
Context: He describes four levels of AI fluency, gives employees six months, and says he uses AI glasses (Even Realities) as a teleprompter for keynotes.
Wants humanity to reach Kardashev Type One in his lifetime
Solving the AI energy crisis | Greg Osuri on what it takes to power AI (Changelog)
“Cardashev level one civilization is a civilization that figured out how to capture all sources of energy on the home planet… We’re currently at 0.7 level… In my lifetime, I’d like to see us go towards a type one at least. That would be my dream and that’s something I want to work towards.” — 00:52:29
Context: Framing AI’s energy demand as a civilizational challenge; he notes the sun delivers ~100x more energy than the entire ~1.9 TW US grid.
"When you don't have the founder mode, the fire usually dies"
Akash Founder: Why We're Leaving our Sovereign L1 Behind (Akash Alpha)
“The founders of Cosmos [aren’t] active anymore, and when you don’t have the founder mode, the fire usually dies. Very rarely you can see an example — I think the only example I can think of where the founder is not present is probably Satoshi in Bitcoin… You can have the founders retire or go when you have a level of maturity, and Cosmos doesn’t have the level of maturity for the founders to go silent.” — 00:10:44
Context: Why the Cosmos ecosystem stagnated (no growth in members, liquidity, or technical complexity; no roadmap or direction) despite Akash funding shared-security efforts.
Akash 10x'd revenue in a year
The Truth About Decentralized AI and the Future of Compute (TEACHMEDEFI)
“It’s been thriving. I think we have 10x revenue in the last year and we are growing pretty aggressively… we’re expanding to virtual machines and even bare metal… I think we’ll be one of the first ones to do that for a decentralized network.” — 00:34:38
Context: Describing the GPU marketplace model — supply largely from AI companies monetizing underutilized GPUs, not cloud companies.
"Programmer" as an identity is obsolete
LIVE from NEARCON Day 1 In SF (The Rollup)
“I think just the identity — if you identify yourself as a programmer, your job is at risk… the people that identify themselves as ‘I’m a full stack, I’m a back end’ — no, those are going to be gone. There’s zero margin[al] value in that skill anymore.” — 03:22:16
Context: Closing hiring take: builders, generalists, and domain experts win; narrow programming specialists lose to agents.
AkashML processes ~100 billion tokens a month
The Infrastructure Behind Agentic Finance, with Shashank Yadav and Greg Osuri of Akash Network (Fraction AI)
“We’re processing about 100 billion tokens a month. I think we do more tokens on OpenRouter than Cloudflare and whatnot, which is pretty decent volume — and nobody that uses AkashML knows we’re using crypto on the underneath rails.” — 00:38:22
Context: AkashML as the crypto-invisible managed inference product; presented as proof that hiding the rails drives growth.
By 2030: weaker dollar, scarcer resources, real displacement
From AWS to Akash: Greg Osuri on Building a Decentralized Compute Marketplace (Smart Economy Network)
“I think by 2030 we are going to see a very different world than we have today… dollar is going to get weaker… resources are going to get more scarce… because people can do more with less… people that have the means are going to consume a lot more resources compared to people that have no access to AI.” — 00:56:33
Context: Answer to the host’s request for a 2-4 year outlook in a post-“Open Claw” agentic world.
Double-digit GDP growth from AI within ~5 years, with fewer jobs
From AWS to Akash: Greg Osuri on Building a Decentralized Compute Marketplace (Smart Economy Network)
“I think we’re just going to do a lot more but less people were employed. I think overall output will be significantly higher… in like 5 years there’s going to be at least a two-digit growth in GDP because of AI. I really believe that… the wealthy is going to get wealthier.” — 00:58:45
Context: Transcript reads “a single twodigit growth”; he pairs the GDP call with significantly lower employment and a wider wealth gap.
Forcing crypto on AI customers was our biggest mistake
The Infrastructure Behind Agentic Finance, with Shashank Yadav and Greg Osuri of Akash Network (Fraction AI)
“We lost such major deals because we mandated crypto purchases… it’s a very big company and everybody knows this company. We forced them to buy AKT… the finance department was very unhappy with owning crypto… we eventually lost the deal because of crypto. So if you’re trying to sell to anyone decent in AI, don’t do crypto. Trust me, it doesn’t work. And I think trying to force crypto on AI people was our biggest mistake we made.” — 00:39:47
Context: Candid admission; earlier he notes Akash’s website no longer mentions crypto at all and products like AkashML were built partly “to get away from crypto branding” (00:36:56).
Front-end/back-end developers out of a job in 2-3 years
From AWS to Akash: Greg Osuri on Building a Decentralized Compute Marketplace (Smart Economy Network)
“If you’re identifying yourself as a front-end developer or a back-end developer… you’ll be out of a job in two, three years. I mean, I’m very serious about this. But if you identify yourself as a builder… those people are going to be successful.” — 00:52:58
Context: On AI job displacement; advises breadth over early specialization because “mastering is AI”; quote begins at the end of the [00:52:16] block.