Deno $ATH $ICP $ACHR $ILV (@DenisHun) header
Deno $ATH $ICP $ACHR $ILV (@DenisHun) profile picture

Defeat is for losers... for us, it was just a pause in success. https://xitter.gq/t.co/cxkkHVh0iF Illuvium $ILV promo code: Deno

Joined October 2017
Photo by Deno $ATH $ICP $ACHR $ILV (@DenisHun)Photo by Deno $ATH $ICP $ACHR $ILV (@DenisHun)Photo by Deno $ATH $ICP $ACHR $ILV (@DenisHun)Photo by Deno $ATH $ICP $ACHR $ILV (@DenisHun)Photo by Deno $ATH $ICP $ACHR $ILV (@DenisHun)Photo by Deno $ATH $ICP $ACHR $ILV (@DenisHun)Photo by Deno $ATH $ICP $ACHR $ILV (@DenisHun)Photo by Deno $ATH $ICP $ACHR $ILV (@DenisHun)Photo by Deno $ATH $ICP $ACHR $ILV (@DenisHun)Photo by Deno $ATH $ICP $ACHR $ILV (@DenisHun)
Deno $ATH $ICP $ACHR $ILV retweeted
Marc Andreessen explains why AI might be the end of James Burnham's "managerial society" In his book The Managerial Revolution, Burnham divided capitalism into two phases. The first phase was what he called "bourgeois capitalism" "Think of this as name on the door -- it's Ford Motor Company because Henry Ford runs the company. It's a dictatorial model and Henry Ford just tells everyone what to do. He said the problem with bourgeois capitalism is it doesn't scale because Henry Ford can only tell so many people to do so many things." The second phase was what Burnham called "managerial capitalism", which was Marc describes as, "the creation of a professional class of managers that are trained -- not to be car experts or experts in any particular field but to be experts in management. And then that led to business schools and management consultant firms and all these things." Marc continues: "You look at every big company today and most executives at most of the Fortune 500 companies are not domain experts in whatever the company does. And they're certainly not the founders of those companies. They're professional managers. And in fact, over the course of their careers, they'll probably manage many different kinds of businesses. They might work in healthcare for a while and then work in financial services and then go work in something else." "What Burnham said was that transition was absolutely required because the problem with bourgeois capitalism is it doesn't scale... So if you're going to run capitalist enterprises that are going to have millions to billions of customers, they're going to be operating at a level of scale and complexity that will require this professional management class." Burnham acknowledged that this professional management class has its downsides -- they're not as inventive and not going to come up with the next breakthrough. But whether you think that's good or bad, that's what's going to be required. And basically that's what happened. Marc continues: "Managerialism basically took over everything. What I'm describing is basically how all big companies run and how all governments run and how our large-scale non-profits run." Marc believes venture capital is a protest movement to that -- backing founders under the Henry Ford model, and trying to find the next Elon Musk or Steve Jobs who can out-innovate the incumbents. "I've always viewed my entire life as: we're raging against the dying of the light. We're constantly trying to fight off managerialism from swamping everything and everything getting boring, gray, dumb, and old." But AI may now offer a third model. Marc explains: "Maybe the new Henry Ford, Elon Musk, or Steve Jobs + AI is the best of both because it's the spark of genius of the name on the door model but gives that person AI superpowers to do all the managerial stuff... What's the thing these bots are really good at? They're really good at doing paperwork, writing reports, and doing all the managerial work." "The challenge is going to be for the innovators to figure out how to leverage AI to actually do this." "The other challenge is going to be for the incumbents that are managerial to figure out: what does that mean? Because now they're going to be facing a different kind of insurgent competitor that has a different set of capabilities than they're used to." "I think this is going to force a lot of big companies to figure out innovation - figure out innovation or die trying." Ben Horowitz elaborates on this point further in his article Databricks & the Future Firm below. Video: @latentspacepod (Apr 2026)
11
53
15
440
28,737
Deno $ATH $ICP $ACHR $ILV retweeted
Nvidia CEO Jensen Huang: "The engineers who stopped prompting are already years ahead, and the rest will end up working for them" Loops and graphs are taking over, watch this before you fall way behind
12
8
143
52,929
Deno $ATH $ICP $ACHR $ILV retweeted
This is f*cking insane. Nvidia founder and CEO Jensen Huang: "Nobody writes prompts anymore. The new job is building loops and graphs The engineers who stopped prompting are already years ahead, and the rest will end up working for them" In this 50-minute talk, Jensen explains why prompting is over and what the best engineers are building instead Prompts → Agents → Loops → Graphs → AI Workforce Using AI doesn't mean writing better prompts into a chatbot It means loops that do the work, and graphs that run the loops without you 95% of people are still polishing prompts, the 5% who build loops and graphs will run everything Worth more than any $2,000 AI course Bookmark and watch it today Then save the full harness engineering guide below before everyone catches up ↓
85
292
34
2,849
402,446
Deno $ATH $ICP $ACHR $ILV retweeted
Our Prompting Guide is live. We're building the Odyssey episodes in public with a small crew of creatives. Learn from our workflows!
141
270
100
2,053
956,075
Deno $ATH $ICP $ACHR $ILV retweeted
For anyone who missed this it says "Official publication for Dubai AI Festival 2026" at the top The entire thing is here lucidityinsights.com/reports… $ICP ☁️♾️
8
40
2
180
3,199
Deno $ATH $ICP $ACHR $ILV retweeted
2
4
2
35
1,841
Deno $ATH $ICP $ACHR $ILV retweeted
How do datacenters get built and how GPU neoclouds actually get paid? @MRRydon breaks down the economics behind AI compute 👇
A lot of people ask me how the GPU neocloud business works. So I thought I would provide a little bit of an example. This is how GPUs actually get paid for in this market using IREN's public numbers as a reference. Step 1: the customer signs a multi-year take-or-pay contract and prepays. On IREN's recent 3-year contracts, prepayments covered 45% to 55% of the GPU cost. Step 2: a lender funds most of the rest, secured by the contracted GPUs. For the Microsoft contract that was investment-grade financing at around 6%, which together with prepayments covers 96% of the GPU capex. For a customer without an investment-grade rating, it was 9% fixed. Step 3: the data centre is a separate, long-life asset. IREN says it has funded construction with cash so far. Recent 3-year contracts bring in more than $20M of revenue per MW and pay back the GPUs in around two years. At that payback, 9% instead of 6% on the loan barely changes the economics. So the customer's prepayment and credit do most of the heavy lifting. Who the customer is matters far more than what the market thinks of AI on any given day, and I think that's the thing to follow.
3
12
106
10,969
Deno $ATH $ICP $ACHR $ILV retweeted
Replying to @jp_dawg
“clearly not” according to whom? You? That's an opinion. The claim , NEAR PR, grant date are facts. One of us is citing documents, the other is citing himself. Nobody's deciding infringement on X, that's what courts are for. I'm pointing out the timeline you keep skipping: filed 2021, cited 2023, granted july, removed september. “failing to ship products” $ICP shipped this one in dec 2022. $NEAR shipped DFINITY paper as sloppy copy in 2024, called it "first of its kind". 🤣 Sorry mate, everything on $NEAR outside the token settlement layer is just Web3 LARPing and that's a fact. Even on the settlement layer, governance is LARPing. 2025: vote fails, foundation ships it anyway. CTO: "validators have the last word, always have." HSP-029: a yes activates nothing. A vote that changes nothing either way isn't governance, it's cosplay.🤣 Then there's NEAR AI a web2 company with a ticker. Jasnah Inc. runs the inference, picks the models, brokers the GPUs, bills you, and settles with the data centers. The chain's job is to be in the name. Don't take my word for it, scroll to the footer on near.ai: “© Jasnah Inc., DBA NEAR AI.” doing business as. They wrote it down for you.🤣
5
25
1
103
2,089
Deno $ATH $ICP $ACHR $ILV retweeted
The only other chain that can come close to $ICP is $NEAR, and thats because Near has been built with stolen parts from ICP.
35
70
3
411
8,093
Deno $ATH $ICP $ACHR $ILV retweeted
$ICP fam, here's part 2: The full timeline of the $NEAR "unique" tech, with receipts. Let me know what you think in the comments. RT for visibility 👌
24
107
19
306
16,199
Deno $ATH $ICP $ACHR $ILV retweeted
Major ATH tokenomics update: we’re introducing daily ATH burns, funded by a share of network fees. Every burn goes to a public burn address, where tokens are permanently removed from supply. The mechanism goes live in November. We’re also replacing the fixed platform fee with a floating network fee, set by a published formula that reads market conditions. When the market weakens, the fee falls and the share that gets burned rises. Cloud Hosts are protected by design: the fee can never exceed the value of Cloud Host rewards. The underlying host emissions schedule remains unchanged. The update changes the fee mechanism applied around those rewards. A dashboard tracking daily, monthly and cumulative ATH burned will be available in November. Burns that follow real network activity, and you can check every one of them. Read the full announcement below👇
54
81
32
476
332,441
Deno $ATH $ICP $ACHR $ILV retweeted
The wait is over shielded $ICP is now live. Every transaction is private, even from the node providers running the network. Your send history, balances, and activity stay protected. We built it to go beyond SEV’s limits, using pure cryptography so proofs are generated in your browser and verified on-chain without exposing anything. $BTC is coming next. $ICP #Privacy #ZK #InternetComputer
59
195
25
627
44,586
Deno $ATH $ICP $ACHR $ILV retweeted
It works with AI agents too. Three ways an agent can buy cycles: 1. Payment link: the agent sends you a link for your canister, you tap it and pay by card. No sign-in. 2. Order: the agent runs icp cycles buy, shows you the price, and on your yes gives you the checkout link. You pay, and it sees the cycles land and carries on. 3. ck-USDC: give the agent's identity a ck-USDC budget and it buys cycles on its own, no human needed. With a card, the agent never pays and never sees your card. cyclepay.org/docs#agents
5
11
1
47
771
Deno $ATH $ICP $ACHR $ILV retweeted
I Built My Own Streamlabs on internet-computer:native in 2 Hours
3
30
1
123
3,064
Deno $ATH $ICP $ACHR $ILV retweeted
Axe Compute has signed @WeAre_Penguin as a multi-year strategic partner for @AxeCompute Build, its build-to-order AI infrastructure program. Penguin’s track record: 89,000+ GPUs deployed and managed, 33B+ hours of GPU runtime, and a five-year relationship helping Meta run 16,000 A100 GPUs in its Research SuperCluster. Penguin also built and still runs SK Telecom’s Haein, one of Korea’s largest sovereign AI clusters, which was production-ready within weeks of the hardware arriving. The job is to support Axe Compute as it moves more than $3.45B of contracted customer AI infrastructure projects into production. Penguin will bring deployment and operational services, its ClusterWareAI software, and 24x7 network operations center coverage across multiple Axe Compute sites. Axe keeps the customers, the capital, and the assets. Read our new blog for all the details👇
37
27
2
153
12,463
Deno $ATH $ICP $ACHR $ILV retweeted
Internet Computer now has an official MCP plugin in ChatGPT. Built by the DFINITY team, reviewed and approved by OpenAI. You may have heard of both
31
133
15
464
25,199
Deno $ATH $ICP $ACHR $ILV retweeted
Nobody holds your whole key, not even OISY. It's split into pieces across a network. When you approve a transaction, the pieces sign together, so there's no single place to take it from.
10
54
5
195
5,513
Deno $ATH $ICP $ACHR $ILV retweeted
Today AXE rings the opening bell at Nasdaq. $AGPU . More than $3.45 billion in signed contracts. Approximately $700 million in expected ARR in 2027. Not going to pretend this one doesn’t feel good. When you’re building, you spend most of your time focused on what hasn’t happened yet. The next deal. The next deployment. You rarely stop to appreciate how far you’ve come. Today is a moment to pause and be grateful. From the early days of Aethir to standing here, there’s a lot of work behind a moment like this. A lot of people who helped make it happen. But the ambition was never to build something that only mattered inside crypto. It was to build infrastructure the rest of the world actually needed. And for anyone still struggling to connect the dots: Aethir Foundation is AXE’s largest shareholder. AXE is also an infrastructure partner in Aethir ACCELERATE. We’re not watching this from the sidelines. I see public-market access, enterprise relationships and infrastructure ownership as ways to take what we started at Aethir much further. The bell is a moment to celebrate. Turning those contracts into operating infrastructure is the next chapter. To the team, partners and community who have been part of this journey: this moment belongs to you too. We’ll enjoy today. Then get back to building. The ambition is much bigger than what got us here. This is just the beginning. And anyone who thinks this isn’t a win for Aethir is ngmi.
20
11
2
80
103,271