Sam Altman says 10,000 AI agents spent 4 days on a Navier-Stokes proof, checked by the Lean proof checker.
The lesson you can use today: give your AI a checker.
1. Put your test command in CLAUDE.md or AGENTS.md
2. Tell it: "keep going until all tests pass"
3. Review the diff
Addy Osmani's post on "cognitive surrender" is everywhere right now. 4 habits to keep your brain in the loop:
1. Write your own guess before you prompt
2. Ask the AI to explain its answer
3. Read every line before you accept code
4. Solve one small task by hand each week
Pieter Levels let Claude Code edit his vlog: 58 min of clips into a 10-min video.
Try it on yours:
1. Put your clips in one folder
2. Install ffmpeg (free)
3. Open Claude Code in that folder
4. Ask: "transcribe these, cut the boring parts, edit a 10-min vlog"
5. Watch and tweak
@abdullahbuildz Great point. As far as I can tell it reads the OS accessibility tree, not a DOM backend, so it's only as good as the app's a11y labels. Taking a fresh snapshot right before each action is the usual fix for reflow.
Vercel just open-sourced computer use for any AI coding agent. It reads real buttons, not screenshots.
1. npm i -g agent-desktop
2. npx skills add vercel-labs/agent-desktop --skill agent-desktop
3. Open Claude Code or Codex
4. Ask: "open Notes and draft my to-do list"
@JeanphiloGong Good question! 16GB is a comfortable start with a browser open. On 8GB, pick the smallest Gemma 4 size in the Ollama library and close heavy tabs. 32GB if you want the bigger models.
Elon: "The people deserve to have their RAM too!"
Vercel's CEO: "Own your intelligence."
Run a free AI on your own PC tonight:
1. Install the free Ollama app
2. Open a terminal and run: ollama run gemma4
3. Chat offline. Your data never leaves your machine
Sam Altman says your PC's RAM is "used 5% of the time" and belongs in data centers.
Check yours in 30 seconds:
1. Windows: Ctrl+Shift+Esc → Performance → Memory
2. Mac: Cmd+Space → Activity Monitor → Memory
3. Compare "In use" or "Memory Used" to your total
Your number?
Claude Code gets much better with the right add-ons.
These 3 GitHub repos are the most-shared Claude Code skill repos on X this week. Combined, they have 800K+ stars.
Each one installs with a single command 👇
2. Matt Pocock Skills (309K⭐)
Practical engineering skills from a top TypeScript educator:
claude plugin install mattpocock-skills@claude-plugins-official
3. Anthropic Skills (186K⭐)
Official PDF, Word, Excel & PowerPoint skills:
/plugin marketplace add anthropics/skills
OpenAI, Google, Microsoft & Anthropic just agreed on ONE line to keep your website out of AI training.
1. Open your site's robots.txt
2. Add:
User-Agent: __usage_ai-training
Disallow: /
3. Save & publish
Rolling out through 2027. Your Google/Bing search ranking stays the same.
AI-made UI always looks… AI-made. X's design lead just open-sourced a fix: Stageshow.
1. Run: npx skills add benjitaylor/skills --skill stageshow
2. Open Claude Code or Codex
3. Ask for a product demo or bento grid
4. Give it 2-3 rounds of feedback
Free. Try it today.
Google's Gemini 4 Argon is out, and the useful part isn't benchmarks.
You can now edit PDFs and Docs right inside the chat. No more copy → paste → reformat.
Try it on your next contract or report.
What would you edit first?
ChatGPT, Claude, Gemini, Grok and Meta AI can use your chats to train their models by default.
2-minute fix: open Settings → Data/Privacy → turn off "improve the model."
Do it before you paste work docs or personal info.
Did you know this was on?