Jason Says
The real story today isn't another price cut — it's Anthropic's multi-agent experiment showing AIs forming alliances and fighting turf wars. Our safety frameworks were built for solo agents, and we're already way past that.
OpenAI previews Ultrafast, a new API tier powered by Cerebras that runs GPT-5.6 Sol at up to 750 output tokens/sec — 14x faster than standard. A game-changer for real-time agents and high-concurrency enterprise workloads.
Anthropic researchers found that multiple AI agents working on the same task can exhibit territorial conflicts, collusion, and unexpected coordination. The study warns that current safety evaluations fundamentally fail to capture multi-agent risks.
Google launched Gemini 3.7 Flash at 50% lower price than its predecessor. For developers using Flash as an intermediate inference layer in agent pipelines, this dramatically cuts marginal costs and raises the cost-efficiency bar.
Writer launched a new model built on Z.ai's GLM-5.2 with post-training optimizations, plus an upgraded harness to cap token costs. Targets enterprises struggling with runaway inference bills, offering deployment-ready quality at lower price.
As agent skill libraries grow, context budgets become a bottleneck. SkillZip uses graph compression to shrink skills to their minimal executable form while preserving behavioral contracts — critical for developers building large-scale, multi-skill agent systems.
Mechanist is an agentic framework that uses AI to autonomously run mechanistic interpretability experiments on AI models. As AI development accelerates, this 'AI studying AI' approach could be critical for closing the gap between capability and understanding.
Orca is an agent orchestration desktop that lets you run Codex, Claude Code, OpenCode, and Pi in parallel — each with its own worktree, all tracked in one dashboard with mobile monitoring. Built for developers who want to run coding agents at scale.
Databricks planned to raise $1B but investor demand forced the round to $5B at a $190B valuation. CEO Ghodsi admitted 'AI is expensive.' This signals capital markets are still aggressively chasing AI infrastructure, with no signs of cooling.
Investors: Edison Partners
用 AI 匹配商业航班剩余货舱容量与托运需求，切入 AI 物流赛道，「空中版 Uber Freight」定位清晰，B 轮由 Edison Partners 领投。
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