What leading AI figures posted on X
The Pro series of GPT models continues to be really impressive for one-shot problems that involve complex calculations, references, or sophisticated ideas. It isn't particularly fast (or particularly pleasant) but GPT-6 Pro gives that "ask one question of the…
👀🗣️👂 [Quoting @DotyBilly]: $meta muse voice is soooo good. It quietly rolled out on 10/24 apparently. Like I think in the future everyone will be talking to a voice agent while performing work tasks.
Dopamine does not spike highest for guaranteed rewards. It spikes highest at reward prediction error. If you want to have fun in life, you should stop avoiding risk and uncertainty.
throw a brick in SF and you’ll hit: 50 inference providers 80 RL environment startups 4090 dudes brokering GPUs
Thanks everyone who came to NousCon! "AI is a tool for liberation not domination" Another epic speech by our CEO @dillonrolnick kicked off the night.
Robert Caro on loneliness:
AI is hitting a human wall which will cause the bubble to burst 💥 Most humans and companies that they work in don’t view AI favorably They actively restrict AI usage in their organizations and at best view it a $20/month employee perk They are definitely not…
For Halloween, I asked Opus 5.5 to suggest a spooky project based on my existing work, and it came up with the idea of the ghost census. Pick a location and see how many people died within a 100 meters of it through all of history up to a century ago.
The market for software migration from legacy systems has been limited to $30B a year or so because migration is very expensive and maintenance is easier. Talking to older firms, there is a real backlog of scoped cheaper migration projects being unlocked by A…
We built PlanAssist to help UK Government planning officers speed up building and renovations across the country. Built with Gemini, it has shown it can cut the time planning officers spend assessing householder applications by up to 58%. It is now being made…
🚨 AI trends in the coming months - GPU demand will go up - token prices will do down - programming jobs will begin to disappear - some Neo clouds will go bankrupt - inevitable consolidation in the market place - Chinese models will have double digit market s…
🚨 Train Your Own LLM Using A Text Prompt - start with a text prompt - customize based on your use-case - run LLMs locally Try it on Abacus AI SuperComputer
Hot take: harness engineering is (usually) stupid. Just use the one the model was trained for, and write really good behavior prompts to control how it works. Lean into how the models want to work.
We're in humanity's golden age
New Anthropic research: Automating subtle emergent misalignment research. Red-teaming is a vital part of model safety testing, but it’s also limited by researchers’ time. To see if we could automate it, we set thousands of Claude agents the task of evading a…
An agent on every desktop [Quoting @ctatedev]: Introducing agent-desktop agent-browser, for your whole computer → Computer Use for any coding agent → macOS, Windows and Linux → Runs in bg while you keep working → Agents use your computer in parallel, each wit…
If you host your apps on Replit and enable “autofix” it becomes Self-Maintaining Software. [Quoting @forgebitz]: i have no time to maintain all my vibe coded tools we need a business model where someone else maintains the code and i just pay a monthly fee
Introducing Replit for Government.
Personalized healthcare will be disrupted big time with what agents are capable of today [Quoting @AskPerplexity]: Computer turned a shoulder MRI report into an interactive 3D explainer a patient can read. From one anonymized radiology report, it placed all n…
This is a crazy story - so many of our users are saving money like this The more you use Hark the more personalized it becomes [Quoting @harvey62670]: @adcock_brett An Amazon seller took my money and put fake tracking on my order. It showed "delivered" in Chi…
Building with the Agents API? Here's what we shipped this week for you: [Quoting @stevendcoffey]: 🗣️ The Agents API team has a shipping problem – we literally cannot stop. Here’s what we cooked up for you beautiful people this week: 💂 Auto Review: Just like…
its true, Anthropic really vibecoded their entire backend to Rust and none of you noticed [Quoting @somi_ai]: Anthropic rewrote its Messages API in Rust. Zero Rust devs on the team. Claude wrote the code. Humans wrote the plan and checked old vs new matched o…
I asked Caro if America needs a little more Moses today. Caro: "I sometimes wonder about just what you said."
OpenAI kills a lot of its products Sora lasted 6 months, Agent Builder 8 months, Group Chat 8 months, Atlas 9 months... Most of the time (Sora excepted?) their own product became obsolete within months, in case you think they are immune to misjudging the expo…
Opus 5.5 is not the ceiling.
celld/DOs are awesome. added an old school irc chat channel to my blog recently and realized that you can literally add chat to every interface for actually $0 (as in free) with a good local dev experience now you never have to read alone. the web can be open…
Sharing early evals on Gemini 4 Carbon. Strongest model that we've seen so far for long-form research and answer quality, with a new SoTA on the Wide-And-Deep-Research (WANDR) benchmark. Coming soon to all Perplexity Pro and Max users inside Computer, once we…
There are many futures. Which do you want to build?
The rate of improvement on is bewildering. It's now even smaller, faster and more token-efficient. We're continuously benchmarking and asking it to improve its own performance across open and proprietary models. [Quoting @vercel_dev]: fx v0.0.16 This version…
Sadly, I think the answer is no. Join some private Discords with real humans and hold the line there. [Quoting @MikeIsaac]: reddit basically one of the last places i search for human results and now google is shredding that. does the open web even exist in te…
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