The week ahead: 20260216

Jensen Huang: “I wish upon you ample doses of pain and suffering.” Let this be my new year wish for all of you reading as well.

Industry

• [Tweet] OpenClaw founder joins OpenAI.
• [Tweet] Voice AI in 2026.
• [Website] Type.com: agent-native team chat.

Paper

• [Paper] Zero-Error Horizons: The max range for an LLM to solve algorithmic questions with zero error, without external tools.
• [Paper] First Proof. A bunch of hard math questions, another attempt at a closed-book benchmark for AI. Relevant website.

Other

• [GitHub] Repo reviewer gets into a prolonged argument with an OpenClaw bot.
• [Blog] Sam Altman: How to be successul.

Have a great week!