Andrej Karpathy's recursive self-improvement demo

AI just learned how to make itself smarter. That's not a hypothetical anymore. Recursive self-learning is here, and it's changing everything about how AI develops.

This week on AI For Humans, we break down Andrej Karpathy's new AutoResearch project and what recursive self-improvement actually means for the rest of us. Plus, Anthropic's massive Time magazine profile reveals just how fast Claude is writing its own code, Meta quietly acquired an AI agent social network called MoltBook, Replit drops V4, Perplexity launches computer use, Gemini finally shows up in Google Docs and Maps, Cloudflare does a full 180 on web scraping, Figure's robot cleans an entire living room, and there's a robot horse.

We're sure that's fine.

AI IS IMPROVING ITSELF AND WE'RE JUST SITTING HERE WATCHING.

#ai #artificialintelligence #aiforhumans

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// Show Links //

Karpathy's AutoResearch: Recursive Self-Learning https://x.com/karpathy/status/2031135152349524125?s=20

AutoResearch GitHub Repository

https://github.com/karpathy/autoresearch

Sam Altman on Multi-Day and Multi-Week AI Agent Work

https://youtu.be/sTnl8O_BuuE?si=xaWYyqYbVJYzOvYZ

HBR: When Using AI Leads to Brain Fry

https://hbr.org/2026/03/when-using-ai-leads-to-brain-fry

Anthropic's Big Time Magazine Profile: Claude, the Pentagon, and Disruption

https://time.com/article/2026/03/11/anthropic-claude-disruptive-company-pentagon/

Claude's Rapid Shipping Pace

https://x.com/claudeai/status/2032124273587077133?s=20

Paperclip Open Sourced: AI-Powered Company Management

https://x.com/dotta/status/2029239759428780116?s=20

Meta Acquires MoltBook AI Agent Social Network

https://www.axios.com/2026/03/10/meta-facebook-moltbook-agent-social-network

Replit V4 Launch

https://x.com/amasad/status/2031755113694679094?s=20

Perplexity Computer Use

https://x.com/perplexity_ai/status/2031790180521427166?s=20

Claude Code Makes Videos Now

https://x.com/josephdviviano/status/2031196768424132881?s=20

Gavin's Claude Code Video Experiment

https://x.com/gavinpurcell/status/2031487595717226955?s=20

Gavin's Claude Code Bio Video

https://x.com/gavinpurcell/status/2031620238689898770?s=20

Gemini Comes to Google Docs and More

https://x.com/OfficialLoganK/status/2031374503599567113?s=20

Gemini in Google Maps: Ask Maps with Immersive Navigation

https://blog.google/products-and-platforms/products/maps/ask-maps-immersive-navigation/

Gemini Embeddings

https://x.com/OfficialLoganK/status/2031411916489298156?s=20

Runway Characters

https://x.com/runwayml/status/2031028120971571687?s=20

Cloudflare Launches /Crawl So All Sites Can Be Scraped

https://x.com/CloudflareDev/status/2031488099725754821?s=20

Figure Robot Does Full Autonomous Living Room Cleanup

https://x.com/Figure_robot/status/2031038981333565949?s=20

Deep Robotics Robot Horse

https://x.com/DeepRobotics_CN/status/2031910951465992535?s=20

Real-Time Skeletal Visualization with Three.js

https://x.com/nick_bisesi/status/2031728629592289591?s=20

Taking Halo ISO and Getting It to Play on Mac

https://x.com/JasonBotterill/status/2031855986303254926?s=20

AI Tennis Prediction

https://x.com/phosphenq/status/2031400355167117498

Green Code YouTube Channel: AI Explainers

https://www.youtube.com/@Green-Code

LotR x Pawn Stars AI Video Mashup

https://www.reddit.com/r/aivideo/comments/1rqgolw/wrong_universe_lotr_vs_pawn_stars_ai_mashup/