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The Brief.

The Brief publishes expert contributors writing from real deployments, real decisions, and real failures. For operators. Not for the timeline.

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Why most AI pilots fail at month three — and the four habits that save them.

Why most AI pilots fail at month three — and the four habits that save them.

A pilot that "works in the demo" is the easy part. Pilots die in the boring middle: when the data drifts, the champion gets pulled, and nobody owns the eval. Here's what we've learned shipping fifteen of them.

RAG isn't search: a primer for operators.

RAG isn't search: a primer for operators.

Most teams confuse retrieval with search. The difference is why your first agent felt clever and your second one feels confidently wrong.

The data lake question every CFO should ask first.

The data lake question every CFO should ask first.

Before you buy another SaaS dashboard, answer this one question. If you can't, you don't have a data problem — you have a procurement problem.

Five workflows that pay for themselves in 90 days.

Five workflows that pay for themselves in 90 days.

We've stopped pitching transformation. These five wedges fit on a Post-it, ship in a quarter, and convince finance to fund the next thing.

On choosing your first AI partner.

On choosing your first AI partner.

Six questions to ask before you sign anything. Half of them have nothing to do with models, frameworks, or benchmarks.

Notes from a quoting automation rollout.

Notes from a quoting automation rollout.

What eleven weeks inside a mid-sized fabricator taught us about evals, change management, and why the receptionist always knows first.

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AI Weekly
Digest.

Key features and updates for Anthropic, OpenAI, Gemini, and CoPilot.

Latest issue

12–19 June 2026

Claude Fable 5 suspended globally three days after launch under a US government export-control directive — the first time a leading AI company has taken a deployed model offline under federal order; Workload Identity Federation goes GA; Anthropic files confidentially for IPO at ~$350B; Microsoft enables Claude model selection inside Copilot Chat; Gemini ships TTS streaming and broad deprecations.

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Jun 19, 2026
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