Rune is exactly the type of provider Akash designed for. They currently supply B300s to the network, and we'll see more of small modular data centers that are innovating on energy provide compute to Akash.
Fewer than 300 people in human history have ever seen this with their own eyes.
Earth spinning beneath them.
Nothing between their face and the infinite void except a helmet visor.
It’s called an extravehicular activity (EVA)—a spacewalk.
You leave the station, secure yourself to the spacecraft, and spend hours working in the vacuum of space.
Everyone assumes deploying on decentralized compute is hard.
@akashnet Console has hundreds of one-click templates that prove otherwise 👇
🤖 AI/ML: Llama, DeepSeek, Stable Diffusion, Qwen
🕹️ Agents: OpenClaw, Hermes
💻 Dev & apps: WordPress, Jira, Jenkins, Drupal
🗄️ Databases: PostgreSQL, MongoDB, MySQL
⛓️ Nodes: Osmosis, Injective, Cosmos + dozens of chains
Two ways in:
🅰️ Console — email + card, no crypto needed
🅰️ Console Air — your own wallet, full self-custody
Same templates. Your choice of front door.
🔗 https://t.co/7NSwEFKQoU
🔗 https://t.co/a6R6iOzYbA
$AKT #DePIN #DeAI #Web3 #GPU @akashnetAI
Dell projecting inference overtaking training with 87x token growth by 2030 is a clear positive for Akash. Its decentralized GPU marketplace and AkashML managed inference service target exactly this shift to high-volume agentic workloads, delivering cheaper open-model compute than traditional clouds and positioning the network to capture rising demand.
GLM 5.3 is live on AkashML
The https://t.co/8z1LQyIKMJ’s flagship 753B MoE is built for complex coding and long-horizon agentic work; holds tool use consistent across multi-step development workflows, with 1M native context.
Bir Kere Girince Saatlerce Çıkamayacağınız 50 Site
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İnternet, algoritmanın önünüze koyduğu o beş siteden ibaret değil.
@akashnetAI just processed 34.4 BILLION tokens in a single day. New all-time high.
Do the math: 34.4B × 30 days = 1.03 trillion tokens a month.🤯
The trillion-token milestone @gregosuri was talking about 60% away from? At today's rate, that's not a target anymore. That's a run-rate.
Every one of those tokens pulls GPU compute off the @akashnet marketplace, and every dollar of that compute burns $AKT via BME.
🔗 https://t.co/blWxbziDQU
$AKT #DePIN #DeAI #Web3 #GPU #Qwen
The world we live in:
- $USDC $USDT have off-chain backing.
- $crvUSD on-chain verifiable backing and yield.
- $XAUT and $PAXG are backed by real gold.
Banks have a tiny fraction of real money, and gold contracts have an even smaller amount of real gold.
Which is riskier?
PC and Console gaming is cooked. It's over.
I think Gaming is in for a very difficult time. All hardware productions for GPUs and DRAM is being allocated to AI.
Look at the signs:
- nVidia says they are no longer a game hardware company, but an AI infrastructure company.
- Elon is starting his own chip fab because he says there is no way for existing GPU makers to fill the demand, even combined.
- RAM is non-existent. All manufacturers are shifting production of RAM to AI purposed RAM, leaving prices to double and possible double again next year.
- Rumors are swirling that all GPU production will HALT except for high end cards useful for AI.
- AMD, Xbox and others have announced price hikes on GPUs and consoles very soon.
This is all about hardware production shifting to meet AI demand which will far outstrip any other needs in 2026 and beyond. Until new factories are built, ALL of hardware will be going into producing AI datacenters and robots.
We will be in this hardware crunch for years, just like Covid but actually worse.
>be Michael
Russian physics prodigy, broze at IPhO, still mad it wasn’t gold
>studies at MIPT
professor says “no free lunch”
invents yield farming years later just to prove him wrong
>discovers Bitcoin → “math = money”
joins LinkedIn → builds data pipelines → dreams of decentralized ones
>2016: co-founds NuCypher
proxy re-encryption wizardry, trustless data, nerd applause
>2018: writes StableSwap
zero slippage, zero mercy, 100% math
everyone confused, Michael focused
>2019: launches Curve
UI from 1995, math from 2095
works better than 99% of crypto
>2020: CRV leak
“fine, I’ll do it myself”
creates DAO + veCRV → tokenomics masterpiece
TVL $1.2B
>2021: bull market
tricrypto pools, BTC/ETH/USDT ménage à trois
Curve = liquidity spine of DeFi
>2022: bear market
projects die, Michael builds LLAMMA
Curve lives, math stronger than ever
>2023: multichain
Curve everywhere, crvUSD brewing, $1.8B TVL
>2024: chaos
$130M CRV nearly nuked
sells to whales, saves treasury
launches crvUSD + Yield Basis
>2025: dominance
Curve $36B volume, CRV on Coinbase
Yield Basis slays impermanent loss
Michael drinks water, whispers “it’s just curves…”
>physics never dies
Curve never dies
Michael never dies
It took about 5 years, but we may have solved the biggest hurdle for truly trustless general-purpose compute: continuous, non-disruptive verification during program execution.
This is the holy grail of decentralized compute that'll massively scale supply on Akash and change the face of cloud computing forever.
Working on a whitepaper that we'll share soon. I haven't been this excited about a piece of technology since launching Akash.
Hint: For the curious mind, checkout Rolling ZK Resource Receipts (R‑ZKRR)
Before his death, billionaire Charlie Munger left behind one of his most biting reflections on human nature.
Speaking at the 2022 Daily Journal shareholder meeting, the Berkshire Hathaway vice chairman contrasted poverty then and now, saying, “In the past, poor people watched their children die. Today, they’re too fat.”
Munger, who was 98 at the time, wasn’t joking. He was making a point about how society’s problems have evolved alongside progress. A century ago, families struggled to survive. Now, he said, abundance has created new challenges — from excess to discontent.
He argued that people are unhappier today despite a sixfold improvement in living standards. “The world is not driven by greed,” he said. “It’s driven by envy.” Munger pointed out that Americans take prosperity for granted and spend more time comparing than appreciating.
He warned that envy now fuels politics, media, and culture. “People play to the envy to advance their own careers,” he said, adding that modern life’s dissatisfaction comes from “pretentious expenditure” and pointless competition.
Still, Munger said he had conquered envy himself. “I don’t envy anybody,” he told shareholders. His advice was simple — stop comparing, spend less, and don’t mistake envy for ambition. True wealth, he said, is contentment.
Unironically, @akashnet $AKT would be better if just were a PoW chain with a GPU-tailored algorithm like ETH once was if I remember well.
1. GPU Providers would be incentivized to secure the network for a base income, and rent excess compute to Tenants. This could also mean access to cheaper compute.
2. Inflation curve: block rewards with halvings for AKT supply
3. Permanently Burn AKT mint ACT to pay for compute, including USD payments.
Compute based security, the only true compute and energy currency with a better worldwide distribution.
The next year will define the future of decentralized compute.
Akash is entering a new chapter. faster, stronger, and more open than ever.
▸ October 2025: Cosmos SDK v 0.53 upgrade
▸ October 2025: AkashML Launch at PyTorch
▸ November 2025: Burn Mint Equilibrium
▸ December 2025: Starcluster Pilot
▸ January 2026: Virtual Machines
▸ February 2026: Confidential Computing
▸ March 2026: Resource Verificaiton
▸ April 2026: Utilization Guarantee Incentives (UGI)
▸ December 2026: Migration to a Shared Security Chain
The mission is clear. The momentum is real. The future is Akash.