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Me: Claude, make a hype video for OpenAI's new math papers
Claude: hold my tokens
We’re releasing a broad range of new mathematical results produced by an internal frontier model.
We’ve been consulting with the independent Advisory Group on Mathematics and Artificial Intelligence at the Institute for Advanced Study, and we have drawn on their advice and public recommendations to inform how we release these results.
github.com/openai/math
pasan retweeted
I notified a friend working at a big tech corporate about the PHP vulnerability as their entire infrastructure runs on PHP
He answered
"Thanks, I'll try patch it in a few days as I'm Out of Office (OOO) now"
And this is a modern tech company, imagine the traditional companies running PHP
People won't update fast enough and the vulnerability will be out in the wild once the patch hits as anyone can reverse engineer it based on the patch
Considering this, there's gonna be so many sites hacked and so much user data exposed I think
🤯
I pre-emptively disconnected ALL my sites / VPS servers from the web
I'll wait for the patch to hit at 2 PM UTC
If you have a PHP website, probably good to take them down until you patch PHP
69.3% of the web runs on PHP so this is going to be intense!
Good time maybe to buy cybersecurity stocks? (not financial advice)
pasan retweeted
OpenAI models are coming to Google Cloud.
We're bringing our frontier models and Codex agentic workflows to Google Cloud's Model Garden, so enterprises can use our technology where they already build.
openai.com/index/openai-mode…
there needs to be an internal channel for these open source repos because attackers can front-run the bug fix PRs
🔐 Node.js security updates are now available!
New releases for Node.js 22.x, 24.x & 26.x address multiple vulnerabilities, including high-severity issues.
Review the details and update your systems to stay secure.
🔗 nodejs.org/en/blog/vulnerabi…
#NodeJS #Security
pasan retweeted
Native PyTorch on TPUs is here—and TorchTPU is officially open source.
Train and serve models using the tools you already know: @vllm_project, @sgl_project, @_llm_d_, TorchTitan, @huggingface, and @raydistributed.
Learn more from #PyTorchConf2026 → goo.gle/4hWxEVH
pasan retweeted
Come and build models, datasets, and spaces on the hub, to win $20k in cash and credits!
We teamed up with @huggingface to give away $20,000 to anyone who's building with Beam 🤗
Use Beam for any project - make a demo or a dataset, benchmark the model, create an RL environment - and comment your link in the model's repo page by Monday, November 2.
We choose the winners. Winners choose cash or credits. Claim $25 in Hugging Face credits to build with Beam and enter the competition 👇
huggingface.co/reflection/Be…
you know shit is bad when the government tweets
Effective Immediately, all organizations using PHP for their systems are advised to be prepared for an update addressing two critical vulnerabilities. PHP is widely used for web applications. These vulnerabilities often provide a direct path to the server's file system or database. If an immediate update is not feasible, it is recommend that organizations take the system offline until it can be fully mitigated. NSA will follow up shortly with more specific guidance.
pasan retweeted
⚠️ Vulnerability alert: php2shell
Unpatched sites running PHP 5.4 or later are at risk of remote code execution, data exposure, and crashes.
If your site’s web traffic is proxied through Cloudflare, we deployed protections before official public disclosure. Check the blog post to see which mitigations are enabled by default.
Even with these mitigations in place, update PHP as soon as possible to fix the underlying vulnerabilities.
xitter.cf/Cloudflare/status/2112…
Cloudflare has deployed default web application firewall (WAF) protections for newly disclosed PHP vulnerabilities before public disclosure. The rules use request and response signals to stop exploit attempts and prevent exposed data from reaching attackers. cfl.re/488w8dc
pasan retweeted
Clawdbot (now Openclaw) went viral about 9 months ago.
We are just getting to the point that companies have launched proprietary versions - Grok Bot, Instinct, Muse, Dots and now Duet. I'm sure there's a lot of complexity, but doesn't feel super fast.
pasan retweeted
1/4 Today, we’re releasing Mercury 3. Mercury 3 is by far our most powerful model and the most intelligent diffusion LLM ever released. It outperforms GPT-6 Luna and Haiku 5.5 on quality while running at 1000+ tok/sec.
🤖 Made with AI
pasan retweeted
Family birthday parties have a way of bringing you back down to earth. 90% of people have never heard of "Claude" or "agentic AI." They have no idea what today’s AI is capable of or what is currently unfolding.
We live in an ivory tower; the average person, at most, knows ChatGPT, viewing it simply as a chat window, a sort of "better Google."
We are still so early, it’s crazy. And no, most of those people don’t even use AI in their workplaces.
pasan retweeted
We are trying to build a free LeetCode for AI researchers. You can learn how to code core ideas from important papers across various areas (e.g., LLMs, JEPA, RL, diffusion), contribute to the problem bank, and importantly, post your thoughts to find like-minded people for collaboration or job opportunities.
Of course, the current version is still far from mature, so anyone who wants to help us with this project is welcome!
Preparing for AI Research Scientist interviews? 🔥
We just open-sourced PaperLeet 🐈⬛ LeetCode for AI researchers: implement the core of ~100 key papers (llm, rl, diffusion, flow matching, JEPA, world models), graded by tests that check the math.
paperleet.com
pasan retweeted
We’re committing a portion of Anthropic’s shares to the Anthropic Public Benefit Fund, a new wholly owned entity dedicated entirely to the public benefit.
It will start off with 5% of our shares. For every 50% increase in the company’s value over a set baseline, we can contribute up to an extra 2%, subject to our board’s discretion.
In total, this means that roughly 20% of Anthropic’s shares are committed to the public good. Our co-founders have already pledged to donate 80% of their equity, and around half our employees are donating a portion of their equity as part of a donation matching program we’ve run since our founding.
In the post below, we share more details about our new fund.
anthropic.com/news/public-be…
