Anthropic Data Fears Prompt NVIDIA, Palantir and Booz Allen to Restrict Model Use

Qwen3.8 Flash Next is now supported in DwarfStar, covering 64GB Mac systems very well and with very fast inference of 50~70 t/s and > 1400 t/s prefill. For now this is Metal only. Thanks to @ivanfioravanti for all the cool work in the PR. N-grams on SSD...

High-engagement X post with 156 visible interactions on AI compute and inference.

This number is way off. You’re comparing one human brain to an entire data center capable of training new models. The actual answer is: IQ points per watt: Humans: 5 AI: 7 - 40 (!!) By my rough calculations the current AI is already served more efficiently...

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The doomers continue to make zero sense - you don’t need AI to make biological weapons, you need wet labs. That is the real bottleneck - no the AI can’t copy itself, there are no GPUs lying around - yes, you can just unplug AI anytime, if you want - no,...

Official or high-signal @bindureddy post with 225 visible interactions on AI compute and inference.

China responded to Dario saying that US is trying to cut off China and they are in a AI Cold War! The last thing we want to do is antagonize China who is responsible for open source and decentralized AI Without them OpenAI and Anthropic would have a...

Official or high-signal @bindureddy post with 197 visible interactions on models signal.

Dario went on TV and literally pleaded to be regulated by a bunch of governments 😳 Imagine the UN or EU regulating AI. They have zero clue about AI and It will be a huge disaster exactly like Europe! TBH, Anthropic and OpenAI can pace, slow down or do...

Official or high-signal @bindureddy post with 174 visible interactions on policy signal.

Kimi and DeepSeek will likely raise another $10B each from their IPO, and Zhipu will likely...

There has been very little coverage of how much money Chinese AI labs, specifically Zhipu, Moonshot, and DeepSeek, have raised since June 2026. They have raised around $35B in the last 4-5 months, which is 7x higher than what they have raised before May...

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As an adept of the Williams'92 church, I was excited to read this paper. But I got very confused by the terminology and didn't really find the paper clear. So here is my attempt: - only one rollout per prompt - assemble 128 rollouts (ie from 128 prompts)...

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SpaceX should just buy Thinking Machines and start training serious open weight base models and offering inference + RL for enterprise It's such a clear win that would differentiate them from OAI / Anth and actually start eating their enterprise marketshare

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So many companies I know are doing this. This is why the Token Cartel wanted to ban open source, ban distillation, and ban selling GPUs to foreign open source labs.

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DeepSeek v4.1 Flash on 24GB Macbook. I think I reached my limit, 1.36 tok/s. It is far from being usable but the feeling of having a SOTA model on my consumer machine is awesome. I started from 0.74 tok/s and almost double it. It was a great journey.

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Crazyy that this even works. Agent Reach gives your Hermes and OpenClaw agents access to X, LinkedIn, Facebook, Instagram and more. And it's 100% free and Opensource.

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Opensource AI Must Win If intelligence becomes something people can only rent from a few closed institutions, the public does not just lose software freedom. It loses operational freedom. The ability to study, build, repair, deploy, audit, adapt, teach,...

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What’s a feature we should remove from Codex that isn’t useful anymore?

Official or high-signal @thsottiaux post with 4,322 visible interactions on AI developer tooling.

For everyone who still remembers walking through these doors on N64, I asked Astra in Codex to reimagine Peach’s Castle in 3D and create a fly-by video. Just a little experiment, but so wonderful to revisit places like this! A small tribute to the artists...

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Finally found a use for my iPad... Not only can I use the GPT remote to use Codex... I can fully control my mac running at home 24x7. Will be setting this up on my Iphone Duo when it launches too Making a 90 min video talking about this full setup this...

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Superintelligence should learn from experience through RL. Introducing FlashREINFORCE: Critic-Free, Single-Rollout, Asynchronous RL for Agentic Language Models Reinforcement Learning Should Do REINFORCE!

High-engagement X post with 288 visible interactions on frontier model behavior.

There are two ways AI progress could go very badly and that we must avoid. First, we could lose control of the future to AI. This is unacceptable; we are unapologetically on Team Humanity, and AI must always serve people. To ensure that, we need ways to...

Official or high-signal @sama post with 3,849 visible interactions on frontier model behavior.

For example, at OpenAI we now formulate explicit safety cases in advance of frontier reinforcement...

The world deserves confidence that American companies developing increasingly capable AI will act responsibly, especially as the trajectory of progress has steepened. Every frontier lab must deliver on this, and there is no reason any of us should come to...

Official or high-signal @sama post with 5,499 visible interactions on AI developer tooling.

FlashREINFORCE: to our knowledge, the first open-source critic-free, single-rollout async LLM RL with 6,000+ stable updates. One-Batch REINFORCE + Sequence Trust Region + Sample-Mean Optimization. Paper: Code:

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Something people may have missed: we have been building our models (muse spark 1 through 1.3) specifically to be exceptional for muse over many months. in each of our releases, we made big gains on agentic and multimodal capability. each of these steps...

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The labs have to slow down anyway because there isn't enough power built out to keep exponentially scaling GPUs

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GPT-6 Astra isn't just coding anymore. It's building games, editing films, designing 3D objects + working autonomously for days. 10 wild examples:

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Many people talk about self-improvement models. Far fewer talk about a self-improving company — dedicated people and teams relentlessly achieving the impossible.

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ChatGPT-Image-2.5 is now available on Nous Portal to use in Hermes Agent, as well as it's previously supported Fal and ChatGPT direct routes!

Official or high-signal @teknium post with 124 visible interactions on frontier model behavior.