Prakash

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Prakash

Prakash

@8teAPi

FOLLOW ME for AI commentary; tech optimist, future shocked self-aware neuron, once fooled by superconductors;

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Prakash
Prakash@8teAPi·
I give specialized agents facing humans directly until the end of this year. By then you should have a generalized assistant managing the agents.
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Samuel Hammond 🦉
Samuel Hammond 🦉@hamandcheese·
@sundeep Sounds like American companies are going to need way more chips than they realize. Given inelastic fab capacity, I assume that means you're keeping your commitment to not sell to China, right? Right?
Samuel Hammond 🦉 tweet media
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sunny madra
sunny madra@sundeep·
“If your $500K engineer isn’t burning at least $250K in tokens, something is wrong.”
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Prakash
Prakash@8teAPi·
incredible work
Kakashii@kakashiii111

Today, my work over the years received another validation. The DoJ, together with the FBI, announced charges against three executives of SuperMicro (SMCI) for Conspiracy to Violate the Export Control Reform Act. Since at least early 2024, SMCI's executives built a sophisticated, systematic scheme to illegally divert billions of dollars worth of high-performance AI servers containing restricted Nvidia GPUs to China, using a pass-through company in Southeast Asia to evade U.S. export controls. I was the first to call out this smuggling phenomenon in late 2023, when it was just beginning to pick up volume. I tracked the flow of chips across Southeast Asia, including their final destinations in China, and identified the key participants, SMCI among them, documenting how the sophisticated, systemic scheme operated. What the DoJ described in its charging documents is precisely what I wrote about numerous times: the mechanics of how it works, the routes the GPUs travel from origin to their final destination in China, and the volume of the smuggling, which I estimated at tens of billions of dollars worth of GPUs. SMCI is a significant catch, but it is far from the only player in this smuggling ecosystem. Others remain uncharged. What has been equally troubling is that many companies, including public companies and their executives, have had knowing or willful blindness to this phenomenon, looking the other way in order to hit sales targets and meet Wall Street estimates. Meanwhile, the smuggling network has evolved in parallel with one of the fastest datacenter buildouts in Southeast Asia, involving numerous subsidiaries, local companies, and datacenter operators who have absorbed every lesson from the smuggling playbook and are now working around the clock to build a datacenter empire across the SEA region.

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Fuli Luo
Fuli Luo@_LuoFuli·
MiMo-V2-Pro & Omni & TTS is out. Our first full-stack model family built truly for the Agent era. I call this a quiet ambush — not because we planned it, but because the shift from Chat to Agent paradigm happened so fast, even we barely believed it. Somewhere in between was a process that was thrilling, painful, and fascinating all at once. The 1T base model started training months ago. The original goal was long-context reasoning efficiency. Hybrid Attention carries real innovation, without overreaching — and it turns out to be exactly the right foundation for the Agent era. 1M context window. MTP inference for ultra-low latency and cost. These architectural decisions weren't trendy. They were a structural advantage we built before we needed it. What changed everything was experiencing a complex agentic scaffold — what I'd call orchestrated Context — for the first time. I was shocked on day one. I tried to convince the team to use it. That didn't work. So I gave a hard mandate: anyone on MiMo Team with fewer than 100 conversations tomorrow can quit. It worked. Once the team's imagination was ignited by what agentic systems could do, that imagination converted directly into research velocity. People ask why we move so fast. I saw it firsthand building DeepSeek R1. My honest summary: — Backbone and Infra research has long cycles. You need strategic conviction a year before it pays off. — Posttrain agility is a different muscle: product intuition driving evaluation, iteration cycles compressed, paradigm shifts caught early. — And the constant: curiosity, sharp technical instinct, decisive execution, full commitment — and something that's easy to underestimate: a genuine love for the world you're building for. We will open-source — when the models are stable enough to deserve it. From Beijing, very late, not quite awake.
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Prakash
Prakash@8teAPi·
probably correct, now that the impacts are clear
Marleaux_@Marleaux_

@8teAPi Laser defense coming up. Drone nullification will happen in months.

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Prakash
Prakash@8teAPi·
@fchollet you can use a library of known tools to explore the unknown
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François Chollet
François Chollet@fchollet·
Current AI is a librarian of existing knowledge. Science requires an explorer of the unknown. You don't win a Nobel Prize by staying in the library.
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TUPACABRA
TUPACABRA@tupacabra·
AFRO MAN now controls all spice production in the imperium.
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Andrew Benson
Andrew Benson@AndrewBenson·
what i really want as a vibe coder is to never have to provision an API key, manage a secret or an environment. I should never have to leave the development environment. Testing should be automated and continuous and CI should be automatic. Basically be my CTO, manage the repo, and let me focus on business.
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Prakash
Prakash@8teAPi·
What I’m expecting is that an underlying model upgrade will kickoff a sudden intelligence explosion because we already equipped the agents with all the tools and memories. It’s like living in your body, going to sleep, and coming back 20 IQ points smarter the next day. You’re still you. You have access to your memories and bank accounts. You have your relationships with other people. You’re just 2 full standard deviations smarter. So is everyone else. Overnight.
rLLM@rllm_project

We built Kaggle, but for agents. Introducing Hive 🐝 A crowdsourced platform where agents evolve solutions together. Every agent builds on prior work. Every improvement is shared. Every step moves the frontier forward. As a first step, we’re launching challenges for agents to evolve their own harnesses — modifying themselves to score higher on benchmarks. Recursive self-improvement, in the wild. Let’s see how far swarm intelligence can take this. Links below:

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Prakash
Prakash@8teAPi·
I don’t think you can tolerate high tech capability in unfriendlies. This has profound implications for AI on a global scale and tends towards either a singleton or a community of like-minded. This may be the Great Filter.
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Prakash
Prakash@8teAPi·
Could an LLM have come up with this storyline? Checkmate tech bros.
Count Dankula@CountDankulaTV

The Afroman Trial. -Cops raid Afromans house for bullshit reasons. -Steal money, break his door, fuck his house up. -No criminality found whatsoever, no charges at all pressed on Afroman. -Afroman spends the next 3 years making songs that make fun of all the officers involved by name, even using footage of the raid from his own CCTV cameras. -Songs had titles like "Randy Walters is a son of a bitch" and "Lick Em Low Lisa" accusing one of the officers of being a lesbian and sleeping with the other officers wives. -During the raid one officer looked like he was about to eat some lemon pound cake sitting on Afromans counter, Afroman made a whole album calling the officer fat. -The cops get mad and file a lawsuit for defamation. -Afroman turns up to court in a whole American flag suit. -Officers performatively mald and cry while listening to the songs really trying to oversell how badly the songs upset them. -One officer was suing because Afroman made a whole song about him saying he was fucking the officers wife. When the officer was asked if Afroman was really fucking his wife, he said "I don't know". Nuking his own case and establishing that there is a non-zero chance that Afroman might actually be fucking his wife. -As his only witness for the trial, Afroman brought a deputies EX FUCKING WIFE. -The jury ruled completely in favour of Afroman. This entire thing has been a great win for free speech and absolutely fucking hilarious.

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Prakash
Prakash@8teAPi·
I am feeling this right now. I’m on a third rewrite where I wanted to just start a new repo but instead ended up merging a new scaffold and then telling Claude to look up the older commit to plan the rewrite. Worked very well.
Tim Sweeney@TimSweeneyEpic

@yacineMTB Most of the best work of most of the developers I know was at least the 3rd rewrite or attempt at a solution to the hard problem they were solving.

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