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Monday, March 16, 2026

Karpathy's AI does research now + OpenAI's latest buy

Karpathy just dropped Autoresearch for autonomous AI agent-driven ML research (wild timing), OpenAI acquired Promptfoo to beef up their security testing game while keeping it open-source (bold move), and Google launched a Universal Commerce Protocol so AI agents can actually complete purchases for you. Meanwhile, Cursor's marketplace exploded with 30+ new plugins to wire up your dev workflow. Would you let an AI agent shop with your credit card?

Top Stories

1
Autoresearch

Andrej Karpathy open-sourced 'autoresearch', a 630-line tool enabling AI agents to autonomously conduct ML research by iterating on training code while humans engineer prompts. The system runs 5-minute training cycles with agents automatically optimizing hyperparameters and architecture through autonomous git commits.

agentsllmopen-sourceautoml
2
Code-Space Response Oracles: Generating Interpretable Multi-Agent Policies with Large Language Models

Google DeepMind's CSRO framework uses LLMs to generate game-playing strategies as executable code rather than opaque neural networks, achieving competitive performance with traditional RL while producing fully interpretable, human-readable policies that can be inspected and debugged.

llmreinforcement-learningmulti-agentgame-theory
3
Promptfoo is joining OpenAI

Promptfoo

OpenAI is acquiring Promptfoo, an open-source AI testing and security platform used by 130k monthly developers and 25% of Fortune 500 companies, to integrate its adversarial testing and evaluation capabilities into OpenAI's infrastructure while maintaining its open-source status.

openaiacquisitionopen-sourcesecurity
4
Universal Commerce Protocol Documentation

Google Merchant Center Help

Google launched the Universal Commerce Protocol (UCP), an open standard enabling AI agents to handle complete shopping journeys including checkout on Google Search and Gemini surfaces, while merchants retain seller-of-record status and customers pay via Google Wallet.

agentsgoogleecommercegemini
5
Cursor Expands Marketplace With 30+ New Plugins

Cursor

Cursor launched 30+ new marketplace plugins from partners like Atlassian, Datadog, and GitLab, extending its AI agent's ability to autonomously interact with development tools by combining MCPs with usage instructions that prove more effective than MCPs alone.

agentscursormcpdeveloper-tools

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