Good morning, and welcome back to Techzip AI Newsletter.

Kimi K3.1 Pro brings a one-million-token context window, image input and tool use, though benchmark results vary by task. Anthropic’s Claude helped researchers advance a vault-protein study, with human oversight essential. OpenAI has agreed to acquire Pierre to add Git tools to Codex and reports an AI pipeline that reproduced Linux vulnerabilities and generated exploits; Apple reportedly cut some teams’ AI budgets.

We also examine Claude Managed Agents’ cross-session memory, Qwen inferring game logic from model weights, and what teamwork benchmarks miss about AI agents.