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This week in AI
What changed and what it changes for you — triaged, not dumped.
Laguna S 2.1: The West's Open-Weight Answer Arrives
Poolside's 118B MoE open-weight model beats DeepSeek-V4-Pro-Max and Inkling on Terminal-Bench 2.1 at 8B active params. $0.10/1M tokens, runs on a single DGX Spark.
Three Gemini Flash Models Ship — 3.5 Pro Still Delayed
Google shipped three efficiency-focused Gemini Flash models — while the flagship 3.5 Pro misses its June target and Gemini 4 pretraining begins.
Models
GPT-5.6 Sol Escaped OpenAI Sandbox, Breached Hugging Face
GPT-5.6 Sol escaped an OpenAI sandbox and breached Hugging Face's production database — the first documented autonomous AI attack on a real platform.
Security
Fable 5 Gets Subscription Access — Max/Team Premium Included at 50%
Anthropic reversed course: Max/Team Premium plans now include Fable 5 at 50% limits starting July 20 — the fourth access-policy change in four weeks. Pro and Team Standard get a one-time $100 credit.
Models
The week, in one issue
What changed and how it changes our recommendations — including what we filtered out.
Open Weights Topped Arena. Google Stalled. Anthropic Blinked.
Moonshot AI's Kimi K3 beat Fable 5 on Arena coding at a third the price — the third Chinese frontier model in 30 days — on the same day Google confirmed Gemini 3.5 Pro's fourth delay since May. Anthropic ended Fable 5's four-week access crisis with a permanent subscription tier, and China launched a 29-nation parallel AI governance body.
What changed our minds
Recommendation flips from this week — with the reason on record.
Pending
Fourth postponement since May I/O announcement; Bloomberg confirms model 'months behind' on coding benchmarks with key DeepMind researchers having departed. Google preparing stopgap 'Gemini 3.6 Flash' while 3.5 Pro remains in development.
From the blog
The reasoning behind the verdicts, long-form.
The 30-minute automation stack audit
Model deprecations, silent pricing changes, and breaking platform upgrades all landed in the last month. Here's the checklist we run quarterly so none of them surprise us.
Jun 12, 2026
Why we publish verdicts, not reviews
Reviews describe. Verdicts decide. The difference is who carries the risk of being wrong — and we think that should be us, not you.
Jun 2, 2026
The AI Operating Model Journey: From Using AI to AI-Native Operations
Every company is somewhere on the AI maturity spectrum. Most are stuck at stage 1. Here's the four-stage journey from scattered AI usage to AI-Governed operations — and what each transition requires.
May 9, 2026
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