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Announcing molab (marimo) Marimo debuts molab, a free, cloud‑hosted workspace for running and sharing reactive Python + SQL notebooks straight from the browser. https://marimo.io/blog/announcing-molab
OpenAI LLM Claims IMO Gold Researcher Alexander Wei says an experimental OpenAI model solved 5 of 6 problems from the 2025 International Math Olympiad—good for a human‑level gold medal—and hints at new post‑RL training tricks. https://threadreaderapp.com/thread/1946477742855532918.html
Exposing the Unseen: Mapping MCP Servers Across the Internet (Knostic) Knostic scanned the web and found 1,862 publicly exposed Model Context Protocol servers, all leaking unauthenticated tool inventories. https://www.knostic.ai/blog/mapping-mcp-servers-study
Honey, AI Capex is Eating the Economy (Paul Kedrosky) Kedrosky argues that runaway AI‑datacenter spending could reach roughly 2 % of U.S. GDP—enough to nudge macro growth on its own. https://paulkedrosky.com/honey-ai-capex-ate-the-economy/
Agent Leaderboard (Galileo) Galileo’s open leaderboard pits LLMs against enterprise‑style agent tasks; current numbers show GPT‑4.1 leading with a 62 % Action Completion score. https://github.com/rungalileo/agent-leaderboard