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Cloud Decentralization

69 statements · 2024–2024

Supercloud thesis: decouple control plane from resource plane

Akash: $300 Million Incentives w/Greg Osuri | CEO of Overclock Labs,Founder & Akash Network (Bare Metal Podcast)

“The idea of supercloud was just getting formulated — I think Cornell wrote a paper in 2015 — and we really liked the idea of supercloud, that you can decouple the control plane from the execution plane or the resource plane, and reduce the cloud providers, both public as well as private, to resource providers and not give away control.” — 00:03:36

Context: Origin story of Overclock Labs/Akash; he analogizes hyperscaler cloud to a rental-car oligopoly versus ownership.


Akash reaches cloud parity within two years

"Akash: The Crypto-Powered Decentralized Supercloud" (The Edge Podcast)

“Every time we launch, we’re very, very, very cognizant about the value proposition and how we differentiate ourselves… So we believe we’ll achieve parity in the next two years. And after that, the phase we like to call is really innovation beyond imagination.” — 00:17:20

Context: “Parity” = matching traditional clouds’ critical capabilities (observability, automation, etc.); dated January 2024.


Permanency is only possible with a protocol

"Akash: The Crypto-Powered Decentralized Supercloud" (The Edge Podcast)

“Akash five years down the line and be decentralized, gives Akash a unique angle that traditional companies doesn’t, which is permanence. Like permanency is not possible with the corporation, only possible with a protocol… with permanency, you get time that you don’t get with traditional corporations.” — 00:18:46

Context: Expanded later at [00:40:00]: software lost permanency in the web era, “with crypto… the creator or the company… can go away and the software still is alive. Look at Bitcoin, right? It’s not going to die.”


Akash as a supercloud over any cloud-capable computer

Revolutionizing GPU Access for AI Workloads | Greg Osuri - Akash Network (ETHDenver)

“Akash is first and foremost a supercloud. A supercloud is a cloud that sits on top of private, public, hybrid — doesn’t matter — any cloud-capable computer, and gives a familiar user interface… whereas the compute comes from all over the place using a marketplace mechanism.” — 00:06:36

Context: His recurring supercloud definition, here emphasizing marketplace bidding between tenants and providers.


Akash is the world's first decentralized supercloud

Decentralizing AI: Compute Protocols and Proof of Work - Panel Discussion | Proof of Data 2024 (Recall Network)

“Akash is world’s first supercloud that’s decentralized. A supercloud is essentially a cloud that sits on private, public, hybrid, single computer, and effectively provides you capabilities and features that would look like a normal cloud, and with a marketplace where you can source resources from places that you normally can’t find in your typical cloud marketplaces.” — 00:01:27

Context: His self-introduction on the panel; canonical statement of the supercloud framing.


If we don't decentralize, we die as a society

Decentralizing AI: Compute Protocols and Proof of Work - Panel Discussion | Proof of Data 2024 (Recall Network)

“We are in a very crazy political and social-economical environment. If we don’t decentralize, we will die as a society, and feudalism over freedom is going to prevail — and that’s the reality we are faced with right now.” — 00:08:38

Context: After arguing cloud innovation has stalled (the promised edge computing and 10ms latency never arrived because hyperscale was more profitable) and censorship is “getting out of control.”


The cloud tax is creating a feudal society

Decentralizing AI: Compute Protocols and Proof of Work - Panel Discussion | Proof of Data 2024 (Recall Network)

“What that is trending towards is a feudalistic society that we work so hard as a humanity to escape — few people with the resource that everyone needs have control over those resources and charge a tax. All of us pay a cloud tax without even realizing we are paying a cloud tax: an average 50% of all the income that online services make go to a cloud provider, and these providers are unelected companies with shareholders, profits… as a primary driver.” — 00:07:11

Context: Answering why decentralized compute matters now; he adds that with hyperscalers as GPU gatekeepers, “try getting a GPU from Amazon — it’s impossible.”


Akash adoption: HIPAA data, NSA/DoD, IP-address marketplace

Agents Unleashed - Progress In The Decentralized AI Stack (Training, Fine-Tuning, Inference) (Olas)

“Not too many people know Akash is one of the largest IP address marketplaces… Akash is used by healthcare companies to store HIPAA compliant data. Akash is used by NSA — they’re doing a project inside the Department of Defense… Akash is so robust and so simple, it is composable, part of a larger protocol.” — 00:19:36

Context: Arguing that doing one thing well (“Akash is a supercloud”) plus simplicity drives adoption; “more things we do as a protocol means bigger attack surface… more brittle.”


Akash is the world's first open supercloud

AtomDenver panel: AI 🤝 Crypto (Secret Network)

“Akash is the world’s first open supercloud. A supercloud is a cloud that sits on private, public — doesn’t matter — a cloud that essentially decouples the control plane from the resource plane… to take advantage of resources that are globally distributed.” — 00:02:17

Context: His self-introduction; the recurring “supercloud” framing of Akash’s architecture.


Permissionless censorship resistance is the core guarantee

Agents Unleashed - Progress In The Decentralized AI Stack (Training, Fine-Tuning, Inference) (Olas)

“Protocols or systems that build upon these simple, permissionless, censorship-resistant primitives is key, because when you build on Akash the guarantee you get is: you own it, no one’s going to stop you, and you can change it.” — 00:20:19

Context: His recurring thesis on why open infrastructure beats centralized clouds; “we remove the friction for coordination across the globe.”


A new operating system for the internet on 85% unused capacity

Overcoming the Challenges of Distributed Networks with Greg Osuri CEO of Overclock Labs & Akash N... (Techpost)

“We believe in the unstoppable web, and what we’re doing with Akash is essentially creating a new operating system for the internet. And how we’re doing that is by tapping into unused 85% capacity in 8.2 million data centers… Akash is essentially a peer-to-peer network of computation clusters designed for global-first applications, planetary-scale applications.” — 00:02:59

Context: His standing framing of the Akash thesis, repeated twice in the episode; anchored to internet-era permissionless principles (“you don’t need anybody’s permission to go to a website or host a website”).


What AWS did for Amazon, Akash does for the world

Hash Rate - Ep 050 - Akash Decentralized Cloud - Greg Osury (Hash Rate Podcast)

“What AWS did for Amazon is what Akash is doing for the rest of the world.” — 00:02:52

Context: After the TurboTax/holiday-surge analogy: enterprises use ~5% of their capacity, and Akash monetizes the idle 95% just as Amazon monetized its post-dot-com overbuild.


Cloud parity: moving Walmart-scale workloads off AWS

Akash Accelerate '24: Official Livestream (Akash Network)

“The goal really is to get to cloud parity, in the sense in a few years from now we should be able to go to Walmart or some large company and be like, hey, you can move all your stuff from Amazon to Akash. We’re not there yet — we need to build a lot of capabilities.” — 00:27:45

Context: Roadmap section of the keynote (reserved instances, managed backends, access control, secrets management as the missing pieces).


Regulation is the only thing that can stop Akash

Akash Accelerate '24: Official Livestream (Akash Network)

“There are lots of risks, but I think the biggest one would be — 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. But if regulation comes and basically says you cannot exist, I think that’s going to be a big problem.” — 01:34:27

Context: Audience question “what’s the biggest risk Akash faces” during the Voorhees coffee chat; Greg adds “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.”


The 2018 supercloud thesis

Akash Accelerate '24: Official Livestream (Akash Network)

“We wrote a paper… the subsequent version, 2018, that introduced a notion of a supercloud — the Akash supercloud platform — where we said, well, you can decouple the control plane from the resource plane, where the resources could effectively be any cloud-capable compute.” — 00:08:21

Context: Keynote history segment; Greg credits Cornell with formalizing the “supercloud” term and claims Akash’s whitepaper articulated it in 2018.


Centralized control planes can't scale — the internet's decentralized roots are the answer

Akash Accelerate '24: Official Recap (Akash Network)

“We quickly realized that you cannot scale to any level of high performance using a centralized control plane. The only way to really massively scale is go back to the roots, how internet was founded — a decentralized network.” — 00:05:08

Context: Keynote origin story: why Overclock pivoted from centralized cluster orchestration to blockchains (the “only data structure” enabling decentralized coordination) in 2016–2017.


Cloud parity: moving Walmart off Amazon "in a few years"

Akash Accelerate '24: Official Recap (Akash Network)

“The goal really is to get to cloud parity, in the sense, in a few years from now you should be able to go to Walmart or some large company and be like, hey, you can move all your stuff from Amazon to Akash. We’re not there yet — we need to build a lot of capabilities.” — 00:25:48

Context: Roadmap section of the keynote (reserved instances, managed backends, access control, secrets management as the gaps to close).


Centralized control planes can't scale — the internet's roots are the answer

"Keynote from Greg Osuri: \"Journey to Acceleration & Beyond\" - Akash Accelerate '24" (Akash Network)

“You cannot scale to any level of high performance using a centralized control plane. The only way to really massively scale is go back to the roots, how the internet was founded — decentralized… instead of a single control plane we can have a decentralized control plane where there’s no dependency on a single point of failure… blockchains happen to be the only data structure that would allow us to have a decentralized control mechanism, or decentralized coordination mechanism.” — 00:05:07

Context: Explaining how a Kubernetes-tooling company “stumbled upon blockchains” in 2016-17 — his foundational architectural thesis.


First general-purpose decentralized compute network

"Keynote from Greg Osuri: \"Journey to Acceleration & Beyond\" - Akash Accelerate '24" (Akash Network)

“We launched the mainnet in 2020 — first time ever a decentralized network could launch general purpose compute. There was nothing like it. The only thing that was close to Akash was Golem, and Golem was not general purpose… Akash was the first general purpose compute [where] you can actually demonstrate a Docker container running in a decentralized setting… they call it the Airbnb for data centers, without the cleaning fee.” — 00:09:19

Context: Positioning claim about Akash’s place in decentralized-compute history.


Goal: cloud parity — move Walmart off Amazon

"Keynote from Greg Osuri: \"Journey to Acceleration & Beyond\" - Akash Accelerate '24" (Akash Network)

“The goal really is to get to cloud parity, in the sense that in a few years from now you should be able to go to Walmart or some large company and be like, hey, you can move all your stuff from Amazon to Akash. We’re not there yet — we need to build a lot of capabilities.” — 00:25:46

Context: Setting the roadmap horizon (reserved instances, managed backends, access control, secrets management); he stresses Akash never pivoted — the 2019 roadmap already listed private containers.


1,000 providers and 10ms latency for 98% of the internet

A Decentralized Compute Marketplace with Greg Osuri (Software Engineering Daily)

“We want to be at least 500 providers by end of the year; end of next year we want to have at least a thousand providers… the goal is to get to 10 millisecond latency for 98% of active internet population… the kind of stuff you can do with such a low-latency network is beyond imagination.” — 00:45:43

Context: His “cloud parity” roadmap — managed services plus a globally distributed provider base; quote spans into the [00:46:28] block.


Data-center concentration is reversing; no winner-take-all for hyperscalers

"Greg Osuri: Akash – Decentralizing Cloud Computing and Revolutionizing GPU Access (#10)" (Fluence)

“There was like 8.2 million data centers 10 years ago, which reduced to 7.5 [million] now, and increasingly concentration happening… but that’s reversing. We’re seeing smaller data centers now that are popping up everywhere with GPUs on them. So I don’t think hyperscalers are going to be the winner-take-all in this market.” — 00:37:48

Context: On whether cloud giants will eventually absorb GPU supply; he credits Nvidia’s self-interest in fragmenting distribution.


Largest distributed network: 500-600 new regions by year-end

A Decentralized Compute Marketplace with Greg Osuri (Software Engineering Daily)

“It’s already the largest distributed network in terms of regions — it’s got more regions than Amazons and Googles of the world. By end of the year we anticipate at least 500 to 600 new regions, so by end of the year it’ll be the largest distributed network in terms of physical distribution. So you can imagine the edge computer applications that can be finally enabled on Akash.” — 00:07:52

Context: Describing network scale (~70+ providers growing ~20/month at recording); a dated, quantified 2024 forecast.


Airbnb for data centers with trust via decentralized auditors

Tech Snippets Today - Greg Osuri - Founder at Akash with Joseph Raczynski (Joseph Raczynski)

“The best analogy for Akash is Airbnb for data centers… you have about 80 providers now, all different sizes and shapes… and the way you know someone is telling the truth is through auditing. There is a decentralized network of auditors… [that] verify this compliance offline and post a proof online… Akash gives you more trust than traditional Amazon because Amazon will not show you the certificates.” — 00:07:55

Context: Answer to the classic enterprise-security objection to decentralized cloud; claims proof-backed visibility beats hyperscaler opacity.


Akash as the world's first supercloud, spanning data centers and homes

Tech Snippets Today - Greg Osuri - Founder at Akash with Joseph Raczynski (Joseph Raczynski)

“Akash is the world’s first supercloud. What a supercloud is, is essentially a cloud that connects any cloud-grade compute — be it in a data center, be it in a home, or be it in a private setting or a public setting — and brings [it] together in a way that’s easily consumable by developers around the world.” — 00:00:02

Context: Opening answer to “what are you working on”; the supercloud framing explicitly includes home compute as first-class supply.


Everyone pays an invisible cloud tax — 50% of online-service revenue goes to the cloud

"Greg Osuri | Founder of Akash Network: Liberty, Community, and the Future of Decentralized AI" (Beacon Podcast)

“Cloud infrastructure, which arguably is one of the most important layers that holds humanity together… It is an invisible layer that we don’t talk about much. I mean, all of us pay a cloud tax. 50% of all the monies we pay to an online service goes to a cloud.” — 00:13:25

Context: His recurring “cloud tax” argument, here with an unusually high 50% figure (elsewhere he has cited lower numbers); leads into why an open-source cloud is needed.


Open-source clouds failed until crypto could attach resources to software

"Greg Osuri | Founder of Akash Network: Liberty, Community, and the Future of Decentralized AI" (Beacon Podcast)

“We tried open source cloud several times before, and none of them really took off or succeeded or even survived because they didn’t have the resources that you can actually acquire through open source. So for the first time, I had an opportunity to create not only open source software, but also give access to the resource in an open manner.” — 00:15:07

Context: His thesis that a token marketplace is what makes open infrastructure sustainable — “software as a coordination layer and the hardware as the value” (00:14:08). Follow-on claim at 00:16:01: 500+ contributors, and Overclock Labs could disappear with Akash unaffected.


Post-parity Akash: 1,000+ regions at cell towers with 10ms latency

"Greg Osuri | Founder of Akash Network: Liberty, Community, and the Future of Decentralized AI" (Beacon Podcast)

“A big portion of the roadmap current focus is to get to parity to Amazon web services. Post-parity is when, I think, Akash will start really seeing stuff that are not possible… How about, you know, 1,000 plus regions close to cell phone towers offering 10 millisecond latency…? What kind of possibilities do you unlock when you have such high-performance cloud? Well, you can do cloud gaming… that’s just the tip of the iceberg.” — 00:19:49

Context: His two-phase framing of Akash’s future (quote spans into the 00:20:33 block): pre-parity serves what it can today (GPUs); post-parity unlocks hyper-local edge compute impossible for centralized clouds.


Web3 restores the liberty the web lost

"Greg Osuri | Founder of Akash Network: Liberty, Community, and the Future of Decentralized AI" (Beacon Podcast)

“What immediately comes to my mind when you say about Web3 is liberty. Right? The liberty that the Web originally promised but somehow got lost in the way and now we are bringing back the original values… Liberty, sovereignty, freedom.” — 00:00:51

Context: Answer to the opening “why Web3?” question; he adds that permissionless composability makes systems “a lot less fragile and a lot more reliable.”


Akash as a multi-trillion-dollar internet of compute

Akash: The Internet Of Compute W/ Founder Greg Osuri ($1 To $1 Million Podcast)

“If Akash is successful, this is a multi-trillion dollar network you’re talking about — like an internet of compute… It’s a bold vision, but if they’re successful you guys are thinking too small.” — 00:53:46

Context: Speaker: the host (Jesse), not Greg — he tells listeners who say Akash is “already too big” that the upside is a multi-trillion-dollar network; Greg does not dispute the framing.


Decentralizing compute is the wedge for decentralizing the whole stack

Akash: The Internet Of Compute W/ Founder Greg Osuri ($1 To $1 Million Podcast)

“If we can decentralize at least the compute layer, we have a much better chance of decentralizing the entire stack. Versus if you don’t decentralize this base-level layer, we’re going to be having trouble.” — 00:47:18

Context: Explaining why both decentralized (Venice, Nous, Prime Intellect) and centralized stacks (Brev) building on Akash matter for long-term demand.


Akash never breaks — more alive than AWS

[Solo Talk] Decentralization is saving AI where centralization failed by Greg Osuri (Kryptoplanet[Official])

“I’m always confident because Akash never breaks. It never does. It’s been around for 4 years. It is more alive than Amazon Web Services, and I take that.” — 00:15:48

Context: Setup for the live demo — deploying Mistral on an A100 from his phone on stage in about 90 seconds.


Compute controlled by unelected few is not the future

"[Panel] ​“Decentralized Computing as a Business”" (Kryptoplanet[Official])

“Really founded Akash to democratize cloud and compute, because compute is the fabric that connects the modern society, and that controlled by a few people that are unelected, that take tax from us, is not a future that I want for me.” — 00:02:53

Context: Greg’s self-introduction; he also credits Cornell for the supercloud idea and calls Akash “the world’s first supercloud.”


No other way to scale globally than decentralization; hyperscalers keep failing

More than Decentralised Compute | Converge @ EthCC 2024 (Caladan)

“When you remove the need for a centralized scheduler or a centralized control plane… and you go to a fundamental peer-to-peer manner, you can scale unlimited… One of the reasons Akash has been around for 4 years and hasn’t had a single outage except for the planned upgrades is because it’s foundationally [decentralized]… During last one year Amazon went down 100 times — when it goes down you can’t order your Uber or your DoorDash. Is that the foundation that we want to build our AI [on]?… From a technological standpoint, I think there is no other way to scale at a global scale other than decentralization.” — 00:08:35

Context: Second pillar of his argument; he adds he confidently demos live on stage because “this will never fail.”


The cloud is an unelected tax — "we need decentralization to avoid feudalism"

More than Decentralised Compute | Converge @ EthCC 2024 (Caladan)

“The a16z did a study… that said something like 50% of your money that you pay for online services goes to a cloud provider that you have no idea who it is. Compute is the fabric that holds a modern society together, and compute is foundation for AI. If you think that you’re going to have to pay a tax to someone that you have no idea who it is, you’re not elected — we used to do that when society was feudalistic. So we need decentralization to avoid feudalism, that’s the simple answer. And we believe compute should be a common good; it should not be in the hands of few.” — 00:07:12

Context: Answering “why do we need decentralized compute?” — his recurring feudalism framing plus the demand for permissionless access (“a world that I’m not willing to accept” is needing massive deals with cloud providers).


A ~2-year window to decentralize before hyperscalers regain the advantage

BASS 2024 10 Ben Fielding, Greg Osuri, Guy Wuollet, Steven Willinger (Stanford Blockchain Club)

“We’re going to fix the supply chain problem at some point… but once the supply chain is fixed, you get the economy of scale that large hyperscalers have that may overpower the network. So I think we have maybe about 2 years to really decentralize, because we have one thing the hyperscalers don’t: Akash is the only place to get on-demand H100s right now — and that’s going to be not forever.” — 00:10:24

Context: Answering whether decentralized networks can compete with AWS/Google once GPU scarcity ends; he frames crypto incentives and gamification as the tools to grab distributed supply during the window.


Akash has run four years without a single outage

Akash Network - The Decentralized Compute Marketplace (The Crypto Conversation (Brave New Coin))

“It’s been online for about four years, has not gone down a single time, like not a single time. Amazon goes down 200 times a year, right?… because Akash is open source, because you have so many eyeballs watching this code base 24/7, the chances of bad code getting in thereby causing instability is very, very low.” — 00:19:50

Context: “Power of the crowd” differentiator, citing CrowdStrike’s bad-code outage as the centralized counterexample and the South Korean security firm that caught an Akash bug pre-exploit (00:20:31).


Akash is the first implementation of an open source supercloud

Decentralized solutions for cloud computing and AI 📌 Greg Osuri, Akash @ DePIN Day Austin (Fluence)

“The white paper we wrote in 2017, 2018… introduced the notion of a supercloud. Supercloud, the term was coined by Cornell in 2015, but we implemented the supercloud. So Akash is the first implementation of an open source supercloud.” — 00:04:22

Context: Historical claim anchoring the supercloud framing; the same white paper targeted machine learning as the primary workload years before the GPU crunch.


Goal: cloud parity with Amazon

Decentralized solutions for cloud computing and AI 📌 Greg Osuri, Akash @ DePIN Day Austin (Fluence)

“As we keep delivering, the goal is to get to cloud parity. Cloud parity is when we can sufficiently say that you can actually move all your workloads from your Amazon of the world to Akash. We’re not there yet… our biggest capabilities, be it reservations or managed backends, I think will put us to the parity.” — 00:10:47

Context: Forward-looking roadmap statement; also notes Console 2.0 with a “DigitalOcean-like experience” and one-click, crypto-free deploys was due “in the next 3 months” (from Sept 2024).


Next 12 months: managed-services marketplace makes Akash a "network of networks" and pays open-source creators

Akash Network - The Decentralized Compute Marketplace (The Crypto Conversation (Brave New Coin))

“Akash is introducing [a] Managed Services Marketplace. Now it transitions from a service that offers compute… to a network of networks… the creators of Postgres, or creators of MySQL… offering their services… and get a cut for their creation. So we’re empowering open source creators with a business model because open source cloud needs open source software to function.” — 00:29:26

Context: The mid-term path to AWS parity (Amazon’s ~500 managed services); quote spans into the 00:30:06 block, with the 12-month shipping timeline stated at 00:30:06.


The biggest decentralization risk is who controls the roadmap

Decentralized solutions for cloud computing and AI 📌 Greg Osuri, Akash @ DePIN Day Austin (Fluence)

“Decentralization — I think if you remove enough layers, you’ll see the biggest risk is not the actual software but actually people building the software and the roadmap. So who sets the roadmap and who delivers the roadmap, all that is done in the open. That’s a big part of Akash’s decentralization approach.” — 00:06:31

Context: Explaining Akash’s ~500 contributors, on-chain funding proposals, working groups, and seven contributing companies.


Three companies controlling 80% of the cloud is feudalism

Akash Network - The Decentralized Compute Marketplace (The Crypto Conversation (Brave New Coin))

“It turns out there are three companies that control these computers, 80% of it, at least. Now, that, to me, is a little troublesome. Why? Because so much power in the hands of a few. You know, we had something like that. It was called feudalism, right? If you have so much power in the hands of a few, that few dictate the future of this public utility.” — 00:03:54

Context: Opening framing of why decentralized cloud matters; “cloud is just someone else’s computer.”


Compute should be a public utility like air and water

Compute: Past, Present, and Future by Akash Network founder Greg Osuri at deAI Summit (Pundi AI)

“Imagine a world where computation is free and accessible as the air we breathe. We believe compute should be a public utility — like air, like water, like all the resources that we don’t need to seek someone’s permission to use.” — 00:11:05

Context: Decentralized compute framed as a return to the internet’s founding principles.


The cloud tax: half of every dollar goes to cloud providers

Compute: Past, Present, and Future by Akash Network founder Greg Osuri at deAI Summit (Pundi AI)

“Today if you use an online service, 50% of every penny you pay goes to one [of] the cloud providers… All of us, no matter what sector we are in, half of every dollar we spend goes to an invisible layer — or the cloud tax, we call it.” — 00:06:44

Context: Citing an a16z study of public-company S-1 filings (Asana 63%, Palantir ~40%).


Compute should be a public utility like air and water

Compute: Past, Present, and Future by Akash Network founder Greg Osuri at deAI Summit 2024 (Pundi X Labs)

“Imagine a world where computation is free and accessible as the air we breathe. We believe compute should be a public utility — like air, like water, like all the resources that we don’t need to seek someone’s permission to use.” — 00:11:05

Context: Transition into the DePIN landscape slide; decentralized compute framed as “a return [to] the internet’s founding principles.”


The cloud tax: half of every dollar goes to cloud providers

Compute: Past, Present, and Future by Akash Network founder Greg Osuri at deAI Summit 2024 (Pundi X Labs)

“Today if you use an online service, 50% of every penny you pay goes to one [of] the cloud providers… Look at companies like Asana, where 63% of the fees actually goes to one of the cloud providers; companies like Palantir… about close to 40% goes to a cloud provider. All of us, no matter what sector we are in, half of every dollar we spend goes to an invisible layer — or the cloud tax, we call it.” — 00:06:44

Context: Citing an a16z (captioned “hor[owitz]”) study of public-company S-1 filings; a recurring quantified claim in his talks.


Akash becomes a network of networks

AWS at a Fraction of the Price – Greg Osuri | Akash Network (We are DePIN)

“Akash transitions from this simple cloud to this network of networks, which I think is very, very powerful, and I think that’s how we get to mass adoption.” — 00:41:50

Context: His stated future for Akash: a multi-service marketplace where model/software creators (e.g., Nous hosting Hermes 3, Postgres creators hosting Postgres) offer services with royalties, matching AWS’s 500 services without building them all.


Cloud is a public utility that must be decentralized

AWS at a Fraction of the Price – Greg Osuri | Akash Network (We are DePIN)

“Cloud is ultimately a public utility that should not be closed off and they should not be this opaque, and that’s the reason why you want to decentralize a cloud.” — 00:11:32

Context: Capping his critique of centralized providers, referencing the CrowdStrike outage that “got the planet to a standstill” as proof of centralized fragility.


Everyone pays a hidden cloud tax

AWS at a Fraction of the Price – Greg Osuri | Akash Network (We are DePIN)

“We all use a cloud and we all pay a cloud tax without realizing — somewhere north of 50% of every penny we pay to an online service goes to a cloud provider.” — 00:10:45

Context: Arguing the AWS/Google/Microsoft oligopoly stifles competition; the quantified “north of 50%” cloud-tax figure is one of his recurring claims.


Akash as the world's first decentralized supercloud; Nvidia its biggest user

IOSG OFR 13th Panel | GPU Symphony: Decentralized Compute Power (IOSG Ventures)

“Akash is the world’s first decentralized supercloud, and the core essence of a supercloud is where you can decouple the control plane from resource plane, where the resource plane can consist of any cloud-capable computer, orchestrated in a decentralized and open manner.” — 00:02:08

Context: Self-introduction; he adds Akash serves users “the biggest user being Nvidia, integrated directly into Nvidia products” and decentralized AI protocols like Venice AI ([00:02:52]).


Compute should be as free as air and water

Greg Osuri - Democratizing Access to AI Resources - TOKEN2049 Singapore 2024 (TOKEN2049)

“We believe compute should be a public utility. Compute should be as free as the air we breathe and water we drink, and that’s the future we’re all building towards… the access should be ungated, [it] should be open, [it] should be public.” — 00:08:48

Context: The affirmative vision after the feudalism warning; ties to restoring sovereignty over data and compute.


The cloud tax: 50% of every online-service dollar

Greg Osuri - Democratizing Access to AI Resources - TOKEN2049 Singapore 2024 (TOKEN2049)

“The costs are getting out of control. Over 50% of every single penny we spend on online services goes to one of the three cloud providers. All of us pay a cloud tax without knowing who we [are] paying the tax to… even Department of Defense, which uses Palantir, clearly pays a cloud tax… Andreessen Horowitz did this study, it’s called the Trillion Dollar Paradox.” — 00:05:12

Context: Recurring quantified claim, here with the explicit a16z study name.


Akash 50–80% cheaper than Amazon, with H100 access

Interview with Akash Network founder/CEO Greg Osuri at deAI Summit TOKEN2049 (Pundi X Labs)

“Akash is the world’s first decentralized supercloud where it connects underutilized resources with people that need these resources… the obvious advantage is cost — anywhere from 80% to 50% cheaper than what you normally pay on Amazon — and more importantly access, like GPUs which are very very hard to get on your regular cloud. Akash offers advanced GPUs like H100s for like $150.” — 00:00:00

Context: Opening self-introduction. Auto-caption garbles the GPU pricing figure (“40 uh h100s for like $150” — plausibly “$1.50” per hour).


Akash is the world's first decentralized supercloud, 80% cheaper, used by Nvidia

Key Challenges in Building Decentralized AI Infrastructure | AI / ALL Summit (Sahara AI)

“Akash is the world’s first decentralized supercloud. Supercloud, like the name suggests, is a cloud that federates any cloud-capable compute bit, a private or public cluster… where users can effectively access compute using a marketplace mechanism at significantly lower cost, usually 80% cheaper than what you would normally otherwise pay on traditional cloud… one of the biggest users for Akash is Nvidia, and Akash is directly integrated into Nvidia products.” — 00:01:26

Context: Greg’s self-introduction; “supercloud” is his recurring framing for federating the world’s idle compute. Quote begins at the end of the prior caption block.


Cloud should be as free as air and water

Sovereign AI's Battlefield: Compute, Storage, & Running On The Edge | Crypto x AI Event (Delphi Digital)

“Cloud, which is perhaps the most important fabric that holds a modern society together, and a very important public utility, should be as free as the air we breathe and the water we drink, and the access to which should not be gated. That was the whole premise of starting Akash.” — 00:38:17

Context: His founding vision statement when asked why he focused on this problem; frames cloud as a public utility.


First milestone: 1% of the cloud market

Sovereign AI's Battlefield: Compute, Storage, & Running On The Edge | Crypto x AI Event (Delphi Digital)

“For us success we measure in market share, right? So our first milestone would be 1% market share of the cloud business.” — 00:39:01

Context: Quantified success metric for Akash, justified by compute becoming a necessity people will own.


Akash: four years with zero downtime vs Amazon's ~200 outages a year

The Supercloud - by Greg Osuri, Akash (Cosmoverse)

“Akash has been around for about four years and has not gone down a single time, and you can’t say quite the same for networks like Amazon, where Amazon has reportedly about 200 outages on average per year.” — 00:10:59

Context: Reliability argument for peer-to-peer architectures with no single point of failure; also claims up to 85% cost savings and GPUs at 1/4 hyperscaler cost.


Distributed data centers need a decentralized connective layer

AI Made in Cosmos - with Greg Osuri, Murthy Vitwit, Valery Litvin & Dean Tribble (Cosmoverse)

“Now there’s enormous amounts of compute spread across hundreds and hundreds of data centers across the world… that really brings about the need for a layer to connect these distributed data centers, and that layer cannot be centralized. I think that’s critical for this layer to be decentralized, and Akash is one of the decentralized networks, if not the leading decentralized network, that’s connecting these distributed data centers.” — 00:13:05

Context: Since the GPU crunch, Nvidia allocates smaller quantities (<5,000 units) to many players rather than lots to one, dispersing global compute.


The internet's decentralized origins ended with four companies in control

The Supercloud - by Greg Osuri, Akash (Cosmoverse)

“Picture this: in 1969 the first and most widely adopted decentralized network was created to withstand a nuclear attack, and today we end up with four companies controlling the internet… Have you really forgotten the very principles that gave birth to this digital age?” — 00:00:45

Context: Opening framing; the talk is a back-to-first-principles argument for decentralization rather than an Akash pitch.


The invisible cloud tax on every online service

The Supercloud - by Greg Osuri, Akash (Cosmoverse)

“Andreessen Horowitz did this study: half of every penny you spend on online services goes to a cloud provider — in some cases like Asana, where over 63% of all the fees you pay to the cloud service goes to a cloud provider. In a way, we’re paying this invisible tax, the society, all of us together — we don’t even realize we’re paying this invisible tax.” — 00:05:13

Context: Recurring quantified claim; followed by the CrowdStrike outage as evidence of centralized fragility.


Akash as the world's first decentralized supercloud built from underutilized compute

Pioneering DePIN Growth (Cosmos)

“I’m the co-founder for Akash Network. Akash is the world’s first decentralized supercloud, and it leverages underutilized compute to create a super cluster and offers compute at significantly lower cost in a permissionless and decentralized manner.” — 00:00:00

Context: Greg’s self-introduction as panel moderator; the only substantive Akash claim he makes in this session — the remaining content is from the Sentinel and Pocket Network panelists.


Compute should be as free as air and water

Akash Network: A New Era of Affordable, Decentralized Cloud Computing with Greg Osuri | Varuni (Thecoinrepublic)

“In a world where we have heavy censorship, having a layer that is considered to be the public utility — right, compute — should be as free as the air we breathe and water we drink, and that is a foundation that humanity can accelerate on, and that foundation needs to be permissionless.” — 00:08:03

Context: The third and “most important” benefit of Akash after GPU access and 80%-cheaper cost: permissionless compute as public utility.


Five-year vision: cloud parity and a services network with thousands of regions

Akash Network: A New Era of Affordable, Decentralized Cloud Computing with Greg Osuri | Varuni (Thecoinrepublic)

“The goal is to get parity with the current cloud… Akash will transition from a resource network to a services network where you have hundreds if not thousands of services all offered in a decentralized manner… The question I’ll leave you folks with is: what happens when you have thousands of regions that are spread across the world with thousands of services? Amazon has 32 regions right now — imagine that as a thousand regions.” — 00:19:39

Context: Answer to “how do the next 5 years look?”; he also cites 50% quarter-over-quarter growth in on-chain leases and a goal to 10x growth.


Society pays an invisible "cloud tax" of 50%

Greg Osuri | Trump's impact on crypto x AI, why DePIN is inevitable, and Akash Network revenue ATH's (Proof of Coverage Media)

“We all, all of us as a society, pay something like cloud tax without even realizing we’re paying it… 50% of every single penny you pay for online services goes to [a] cloud provider that is not elected, that’s not selected, that is there because the users really don’t have too much options.” — 00:32:27

Context: Answering how Akash fits the AI supply chain; recurring cloud-as-invisible-monopoly argument.


Akash must outlive its company — systems that run as designed

What is Akash Network? Greg Osuri on Decentralized Cloud Computing | Greg Osuri - Founder of Akash (Genzio)

“The whole point of building open source decentralized systems is to remove [single] centers of liability. Anything could happen [to] Overclock Labs, and Akash will run as designed — that’s the future we want. So we are very reluctant to collect user information.” — 00:18:06

Context: Explaining why upcoming credit-card payments are designed without logins or stored user data.


Beat Amazon at a game they cannot play — inside the home

Greg Osuri - Akash: Decentralized Compute Marketplace - ep 158 (Zima Red)

“The only way to compete is to do something they cannot do. That’s why decentralization comes into play. They cannot go inside a home, where networks like Akash can go inside a home… You got to beat Amazon at a game that they cannot play — open source is something that Amazon can’t play.” — 00:13:46

Context: Answering why startups can’t just raise $200-300M to build data centers (“Amazon will put $2 billion on top”); home compute and open source as the structurally undefendable flanks.


Akash: four years, zero unplanned downtime; AWS down ~200 times a year

Akash's Greg Osuri on the Future of Cloud Computing | Mainnet 2024 (Messari)

“Akash has been alive for about four years; it has not gone down a single time. Whereas if you look at networks like Amazon Web Services, it goes down about 200 times a year… The reason why Akash is incredibly reliable is because there’s not a single company or a single cluster that controls the network, but rather a distributed network of nodes that interact with each other in a peer-to-peer manner without a central point of failure.” — 00:13:50

Context: Reliability argument; he pairs it with the CrowdStrike incident and an anecdote of an Akash auth exploit fixed by an open-source user before anyone was impacted (“fault tolerance, not fault avoidance”).


Compute should be a public utility, "as free as the air we breathe"

Akash's Greg Osuri on the Future of Cloud Computing | Mainnet 2024 (Messari)

“Compute should be a public utility. Compute should be as free as the air we breathe and water we drink, so that innovators everywhere, from every corner of the globe, have the tools to build and create and transform without barrier… It’s very important that we return to sovereignty — control over what gets built, control over what goes and touches our daily lives.” — 00:10:14

Context: His positive thesis after the feudalism warning; decentralized computing as a return to the internet’s 1969 founding principle.


The risk is a return to feudalism — including secret AGI captured by the few

Akash's Greg Osuri on the Future of Cloud Computing | Mainnet 2024 (Messari)

“The big risk as a society as a whole we have is the return of feudalism. Feudalistic society is where few have power over the many… the few today are the ones that are running AI… There’s this discussion about artificial general intelligence: what happens when somebody cracks it and no one knows that they cracked it? Because there’s no incentive for them to share this AGI — they can very well go and play in the stock market or do things that are significantly advantageous to the few. So if we don’t do something about this layer, we go back to feudalism… I call the term digital feudalism.” — 00:08:48

Context: The keynote’s central warning, framing hyperscaler concentration as a civilizational risk; “a future where corporations, or the digital lords, control humanity as a whole.”