cedric (@cedric_chee) header
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SWE | @fastdotai alumni, independent researcher, eval | ex-entrepreneur @AntlerGlobal | open models | GitHub: cedrickchee

Supercomputer
Joined November 2007
Photo by cedric (@cedric_chee)Photo by cedric (@cedric_chee)Photo by cedric (@cedric_chee)Photo by cedric (@cedric_chee)Photo by cedric (@cedric_chee)Photo by cedric (@cedric_chee)Photo by cedric (@cedric_chee)Photo by cedric (@cedric_chee)Photo by cedric (@cedric_chee)Photo by cedric (@cedric_chee)
Insane. We got close to Opus 4.5 at home >70 tokens/s
Replying to @cedric_chee
MiniMax 2.5 full precision FP8 running LOCALLY on vLLM x 8x Pro 6000 🔥 Hosting it is easier then I thought, it just reuse the same script for M2.1. Time to do the vibe coding test! Generation: 70 tokens-per-sec and 122 tokens-per-sec for two conneciton Peak Memory: 728GB
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cedric retweeted
you can now use your claude subscription in OpenCode
Replying to @claudeai
@claudeai subscriptions in @opencode are back! Check it out
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Another reason why you wanna use your own harness and not one where companies change what you can or can’t do at will.
ANTHROPIC IS CRACKING DOWN ON VIDEO GAME REWRITES 🚨 Claude Code picked up a new rule around Oct 27, sent from Anthropic’s servers under a flag called "tengu_heron_brook". There’s no setting to turn it off. The full rule: “Do build original games, games in a genre, and games from the user’s own designs and assets. Don’t build a recreation of a specific existing game, even if it is renamed or called original.” Is this the end of game rewrites, modding and everything in between?
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cedric retweeted
We identified a security incident affecting a modified Claude Code VS Code extension accessed through our Cursor IDE extension marketplace, impacting at most 5,000 users. This malicious version of the extension was not developed by Anthropic. It does not impact other extensions downloaded from the cursor.com/marketplace, Grok Bot, Grok or our other SpaceXSI products. In response, we took down our extension marketplace this afternoon, worked with relevant providers to neutralize the malware, and have reinstated the marketplace after confirming there is no further risk. If affected, please review instructions in this blog post to understand how to find the malicious package and establish a path to mitigate any potential impact. We are asking all customers update to Claude Code for VS Code version 2.1.314: cursor.com/blog/claude-code-…
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cedric retweeted
Day 25/ We are doubling all usage limits for all Pro 100/200/500 tiers and Business Premium, effective today. We heard your kind feedback and won’t be reducing usage limits for Pro 200, so your Work and Codex usage will stay the same. We’re also going to continue offering extended limits for dots for now, and usage of your dot will still continue to be separate from your default usage. And we'll of course also keep shipping better models and other efficiency improvements that increase your effective usage over time.
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Today, we release the weights of a new and improved Le Chonk, advancing the open frontier for agentic coding and cybersecurity. 💻 Built to build: Le Chonk ranks #1 on @cognition’s FrontierCode among open models, and sets a new benchmark for Pareto efficiency on @artificialanalysis. 🛡 Built to defend: State-of-the-art in cyberdefense, put through the paces by the world's leading cyber vendors, including @CrowdStrike, @cloudflare, @rubrik, @zscaler, and others. Built for sovereignty: Make it yours. Download the weights on @huggingface , customize it with Mistral Forge, and deploy it wherever you need it. Read more from our team and customers 👇:
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smells benchmaxxed, and it'll be a carbon fossil by the time the general public gets access
Gemini 4 Carbon is our next frontier model. It’s state-of-the-art across cybersecurity and long-horizon capabilities.
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Opus 5.5 > Gemini 4 Carbon
First impressions of Gemini 4 Carbon’s preview by @GoogleDeepmind are in. @petergostev just put it through a long run of 3D generations, creative prompts, visual explainers and UI tasks, compared against Gemini 4 Argon, Claude Opus 5.5, GPT-6.1 Sol, Muse Wonderful, Kimi and DeepSeek. Watch now to see an early preview of the latest model coming from @GoogleDeepMind. 0:00 Intro: Gemini 4 Carbon 0:15 First test (White House): Carbon vs Argon 1:28 Carbon vs Claude Opus 5.5 2:42 Carbon vs GPT-6.1 Sol 3:06 Carbon vs Muse Wonderful and Kimi 3:48 Why test with 3D generations 4:45 Playable 3D game: Carbon, Argon, Sol, Opus 6:28 Where Carbon falls short: gaps in detail 7:50 Stonehenge 8:30 Golden Gate Bridge 10:41 Golden Gate Bridge: GPT-6.1 Sol comparison 11:53 Carbon's creativity 15:33 Monet paintings transition 18:37 Van Gogh paintings world 21:47 Why creativity matters in a model 23:30 Another 3D prompt: Carbon vs Opus, Sol, Muse, DeepSeek 26:27 London through the ages 29:56 Istanbul 31:44 Harbin ice city 33:20 New test: visual explainers (how lightning works) 35:34 John Snow and the cholera map 38:20 UI work 39:45 Golden Gate Bridge completion animation 40:43 More UI generations 41:55 Ski resort site and ramen ordering 44:20 Verdict
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straight out of the Anthropic playbook
Starting today, eligible ChatGPT Pro and Business subscribers can claim up to $500 per month in API credits to build apps and agents.
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Announcing Artificial Analysis Intelligence Index v5, featuring 2 new benchmarks and 3 upgrades. For the first time, the majority of the Index is built on private datasets The Artificial Analysis Intelligence Index is our composite measure of model capabilities across tasks reflecting real-world usage today. v5 is our biggest upgrade since v4 launched in January. With v5, 60% of the Index is now based on evaluations with private test sets or held-out answers. Alongside Intelligence Index v5, we’re launching the Artificial Analysis Progress Index v1, which tracks model capability over time on one continuous scale. New to the Intelligence Index: ➤ FrontierCode 2.0: Cognition's newly-launched private benchmark of real-world coding tasks, graded on whether a repository maintainer would merge the agent's change ➤ Terminal-Bench-Science: 70 agentic scientific research tasks, run in a terminal environment Upgraded: ➤ HLE-Diamond (replacing Humanity's Last Exam): a refined 1,000-question version of Humanity's Last Exam, split evenly between reasoning and knowledge questions ➤ AA-Omniscience v1.1: An updated dataset with saturated and public set questions removed, new questions added, and ambiguous or erroneous questions revised ➤ CritPt v2: a private, 40-question hard subset of CritPt v2, revised by the CritPt authors and run with a code-execution tool Staying in the Index: AA-Briefcase, AutomationBench-AA, GDP.pdf and Terminal-Bench 4.0 Removed from the Index: GDPval-AA v2.1, SciCode, and AA-LCR v1.1 Key results: ➤ Claude Opus 5.5 (max) leads at 58, ahead of GPT-6 Astra (max, 57) and GPT-6.1 Sol (max, 55): Anthropic and OpenAI hold the top five models. Gemini 4 Argon (high) is next at 50 ➤ The open weights gap widens from 3 points to 12: Kimi K3.1 Pro (weights not yet released) is the top open weights model at 46. Among released weights, DeepSeek V4.1 Flash 1017 (max) and GLM-5.3 (max) lead at 32 - 26 points behind the leader and below Claude Haiku 5.5 (max, 36) ➤ Cost per task varies by more than 13x among the leading models: of the 10 highest-scoring models shown, GPT-6.1 Terra (max) is the cheapest at $0.96 per Intelligence Index task and Claude Fable 5.1 (max) the most expensive at $13.04
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Genie 4 in research preview to trusted testers. Coming soon to AI Ultra subscribers. Generative worlds are getting real.
This is Genie 4, our most realistic and interactive world model yet. 🌐 Explore dynamic environments in real time to see how the scene responds, sounds, and how the people in it move, react, and speak.
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If OpenAI’s post below leaves you unsure when to use GPT-6.1 Terra vs. Sol or Astra, OAI researcher @sandersted has some helpful guidance (via HN):
Replying to @OpenAI
GPT-6.1 Terra substantially outperforms GPT-5.6 Terra on Agents’ Last Exam, a test of how well agents use software at work. It even matches GPT-6 Astra at one-tenth the price per token and finishes tasks over 3× faster on average than both Astra and GPT-6.1 Sol.
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Feels like OpenAI flexing on Sonnet 5.5, Anthropic's own middle child. Terminal-Bench 4.0 cost-per-task makes the case for Terra even harder.
GPT-6.1 Terra: delivering fast and capable computer use at a lower price. GPT-6.1 Terra understands what’s on screen, takes action across apps, writes naturally, and is a more capable model for your whole workday with the efficiency to take on more of it.
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still the weird middle child between a much better GPT-6 Luna and a much cheaper GPT-6.1 Sol. GPT-6.1 Terra follows the same ~75% price-cut trajectory as GPT-5.6 Sol → GPT-6.1 Sol, now half the price of GPT-6.1 Sol.
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cedric retweeted
GPT-6.1 Terra: delivering fast and capable computer use at a lower price. GPT-6.1 Terra understands what’s on screen, takes action across apps, writes naturally, and is a more capable model for your whole workday with the efficiency to take on more of it.
🤖 Made with AI
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nothing motivates a frontier model release quite like Wall Street. Fable 5.5 this week.
Anthropic has filed an S-1 registration statement with the SEC related to its proposed IPO. Read more: anthropic.com/news/s1-sec Legal disclaimer: A registration statement relating to these securities has been filed with the SEC but has not yet become effective. These securities may not be sold, nor may offers to buy be accepted, prior to the time the registration statement becomes effective. This post does not constitute an offer to sell or the solicitation of an offer to buy these securities, nor shall there be any sale of these securities in any state or jurisdiction in which such offer, solicitation or sale would be unlawful prior to registration or qualification under the securities laws of any such state or jurisdiction.
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Anthropic generated $2.08 in revenue for every $1 of compute and infrastructure expense in Q2 2026 alone. the payback period for compute is just cray!
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Anthropic appears convinced that demand is substantial and that today's demand is only an early indication of what's coming.
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Anthropic infrastructure commitments is enormous
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