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Cloud Decentralization

17 statements · 2025–2025

Compute should be as free as the air we breathe

Akash Network Explained: Everything You Need To Know Before Investing by Founder Greg Osuri (Founder School)

“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. What that means is restoration [of] sovereignty: we need to have control over our data, we need to have control of our compute, and we need to empower communities rather than corporations to drive this technological progress.” — 00:08:48

Context: His recurring public-utility thesis, presented as the industry’s “new era of decentralization.”


Four years live with zero downtime — open source reliability

Akash Network Explained: Everything You Need To Know Before Investing by Founder Greg Osuri (Founder School)

“In a case like Akash, we have been live for about 4 years and there hasn’t been a single time the network went down or slowed down. It’s always available, it’s always live, and that’s possible because it’s open source — people are looking at the source code all the time, people are pushing updates all the time — and it’s decentralized: there’s not a single system that controls the entire network.” — 00:10:14

Context: Contrasted with the CrowdStrike incident — “somebody pushed bad code to production” taking down airlines — as proof of centralized opacity and fragility.


The internet was born decentralized — the cloud reversed it

Akash Network Explained: Everything You Need To Know Before Investing by Founder Greg Osuri (Founder School)

“[Personal computing] created the internet on the foundation of decentralization, connecting these individual devices in a hive network, sharing intelligence and removing the need for a centralized coordinated system to communicate… historically, decentralization is what really spun the innovation and the accessibility that we have today. But eventually somehow the centralization came, with large hyperscalers… close to 70% of all the IT spend is spent by four companies.” — 00:02:15

Context: His mainframe → PC → internet → cloud re-centralization narrative; the 70% figure is at [00:02:59].


Decentralization means removing systemic failure risk

Akash Network (AKT) Explained: Everything You Need To Know Before Investing by Founder Greg Osuri (Founder School)

“It’s really about removing the risk of a system failure — removing systemic failure risk. Today you have centralized systems like Amazon and Google of the world: if the company collapses, the product exits, no matter how important it is to you or to the society. If the company dies, the product dies.” — 00:12:28

Context: His onion model of decentralization: consensus, governance-attack economics, company influence (citing Terra), and — the deepest layer — whether development survives the founding lab, which motivated the radically-open reorganization.


20 hyperscalers is the mainframe problem all over again

Scaling Web3 and AI through DePIN with Greg Osuri! (Secret Network)

“Internet was created in the ’60s to combat the centralization of data centers… because we had large mainframes and people were like, this is not good, because one mainframe gets attacked, we’re done. The same thing is happening — we have 20 hyperscalers. It’s not good, because they get attacked, you’re done. So the best thing you can do is, number one, distribute AI as much as possible. AI should be with everyone, not with anyone.” — 00:40:36

Context: Answering “best case scenario in five years”; concentration of AI in ~20 known US hyperscaler regions is a geopolitical/military vulnerability.


Optimistic future: 10,000 anonymous data centers, not 20

Scaling Web3 and AI through DePIN with Greg Osuri! (Secret Network)

“Instead of having 20 data centers, how about 10,000 data centers, where it’s impossible for adversary to compromise our AI infrastructure in the future… one data center goes down, who cares, we have 10,000 of them, even more.” — 00:43:26

Context: He wants these to be unidentifiable, trust-minimized contributors (via TEEs) — “the more anonymous, the more distributed the infrastructure is, the more likely we’re going to survive as humans.”


Enterprises will eventually be forced to go distributed

Akash Accelerate 2025: Official Livestream (Akash Network)

“A lot of places don’t have energy now… right now it’s about 10 years you’ve got to wait before you can get an interconnection request approved… enterprises are in a very big trickle where you can’t really build out massive data centers… and you have to eventually go distributed.” — 04:49:31

Context: Keynote Q&A on enterprise adoption; he also says Nvidia promised Akash GB200 NVL72 machines (“we haven’t gotten them yet”) and that Star Cluster Alpha targets ~25 GB200 clusters with ~$220M purchasing power.


The cloud of the future is a planet-wide mesh

Akash Accelerate 2025: Official Livestream (Akash Network)

“To build one gigawatt AI cloud, we need around 8,300 of these [GB200 NVL72] racks. But here’s the key: they don’t have to live in one facility. They can live everywhere… This is hyperscale rebuilt from the ground up to be permissionless, flexible, and resilient. The cloud of the future isn’t a place. It’s a planet-wide mesh of compute, and Star Cluster is how we build it.” — 04:34:16

Context: The “math” section of the keynote — each GB200 NVL72 rack draws ~120 kW; distribution replaces the single-campus hyperscale model.


Tomorrow Akash trains and hosts the defining models; the cloud should be owned by all of us

Beyond GPUs: How Decentralization Can Solve AI's Biggest Scaling Bottleneck | Day 2 | Crypto x AI (Blockworks)

“Today, Akash runs everything from websites to AI inference, but tomorrow it’ll help train and host the models that define the new era. Because the cloud of the future shouldn’t be owned by one company — it should be owned by all of us.” — 00:02:16

Context: Forward-looking positioning of Akash from inference to training and hosting frontier models.


Build a cloud no one can shut down

Akash Accelerate 2025 - Greg Osuri Keynote (Akash Network)

“Infrastructure is destiny, but only if it’s in the right hands — of everyone. Let’s build a cloud no one can shut down. Let’s build the intelligence layer of a free civilization.” — 00:20:25

Context: Closing call to action to builders (deploy on Akash), operators (run star nodes), and investors (reserve Starbonds).


Starcluster Phase 1: hyperscale from distributed star nodes (2025)

Akash Accelerate 2025 - Starcluster (Akash Network)

“We call it Akash Starcluster: a product roadmap that brings hyperscale performance to a globally distributed network. Phase one launches in 2025 — data center grade star nodes. These are high-density racks running in existing colo spaces, powered by renewable energy, operated by independent node keepers. They form the foundation, the raw power layer.” — 00:00:01

Context: Opening of the Starcluster announcement; VMs (Aug 2025) and confidential computing (Sep 2025) are named as the supporting releases for node keepers.


The cloud of the future is a planet-wide mesh, not a place

Akash Accelerate 2025 - Greg Osuri Keynote (Akash Network)

“They don’t have to live in one facility. They can live everywhere — distributed across regions, climates, and use cases. This is hyperscale rebuilt from the ground up to be permissionless, flexible, and resilient. The cloud of the future isn’t a place. It’s a planet-wide mesh of compute, and Star Cluster is how we build it.” — 00:10:11

Context: After the math that a 1 GW AI cloud needs ~8,300 GB200 NVL72 racks (~120 kW each) which need not be co-located.


The cloud of the future is a planet-wide mesh

Akash Accelerate 2025 - Starcluster (Akash Network)

“This is a hyperscaler rebuilt from the ground up to be permissionless, flexible, and resilient. The cloud of the future isn’t a place — it’s a planetwide mesh of compute, and Starcluster is how we build it.” — 00:02:09

Context: Closing thesis of the clip, restating Greg’s recurring cloud-decentralization argument in its 2025 form.


The future isn't hyperscale — it's hyperdistributed

Superintelligence Needs The Supercloud Why the AI Revolution... | PMLS 2025 | Day 3 | Open Source AI (Blockworks)

“This is the architecture of the future: a planetary AI mesh, alive with local energy and local compute. Redundant by design because there’s no single points of failure. Open to anyone, anywhere… The future isn’t hyperscale, it’s hyperdistributed.” — 00:08:12

Context: The keynote’s thesis line, tying decentralized training breakthroughs to “intelligence more resilient, more inclusive, and more aligned with democratic values.”


Massive centralized data centers are obsolete

Decentralized Infrastructure Allows America to Compete on AI—Greg Osuri (Crypto World Daily)

“In this context, massive centralized data centers are obsolete. They’re rigid, expensive, and confined to one geographic location. Even worse, they create single points of failure. If one power grid goes down or is overheated, an entire segment of the country is plunged into a technological dark age.” — 00:02:11

Context: Core contrarian thesis of the op-ed, set against the hyperscale build-out narrative.


500 US data centers are sitting ducks in a conflict

Solving AI's Energy Crisis with Decentralized Compute, w/ Akash CEO Greg Osuri (The People's AI: The Decentralized AI Podcast)

“In case of a national conflict tomorrow, international conflict, what do you think is going to get targeted? These little sitting ducks, large targets… These are massive data centers. We all know where they are. There are about 500 of them in America… When someone takes out your infrastructure, they’re going to target this infrastructure.” — 00:38:23

Context: Follows “the more you study about the grid, the more prepper you become… the more you realize how fragile we are” [00:36:50], citing the Texas freeze; decentralization removes fragility the way Bitcoin’s design does [00:39:12].


The 2017 whitepaper called it: cloud hyper-centralization is failing

The Truth About Decentralized AI and the Future of Compute (TEACHMEDEFI)

“AWS went down four times, took almost all the internet with it. It causes such a disruption every time a data center goes down that it’s almost like decentralization sells for itself.” — 00:05:50

Context: He precedes this by quoting his own 2017 paper: “the cloud is getting hyper inefficient, hyper centralized — we’re going to start seeing problems with stability, with prices and accessibility. And look what happened now.”