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TypeSafe just launched Jev, the first System One Model: an API that returns typed values, calibrated probabilities, and confidence instead of text. A clear look at what it returns, what it costs, and what is still unproven.
MiMo-V2.6-Pro-RL is a 1.02T-parameter MoE with 1M-token context and omni I/O, released under MIT with its $3.47M RL post-training counted live on a public dashboard. AA Intelligence Index: 46, the top open-weights spot.
Plugin4Shell turns plugin SHA pinning into an illusion: a branch named like the pinned commit makes git swap in attacker code while the agent reports the audited version installed. Here is how it works, who has patched, and what to check today.
A practical, capability-first guide to Claude Code, Anthropic's agentic coding tool: what it can actually do end-to-end, from building and testing features to refactoring, git chores, MCP integrations, subagents, hooks, and CLAUDE.md memory.
