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Your AI Assistant Has Your Amazon Password. Should It?
Meta's Muse became the fastest-growing AI assistant on the market, then a security researcher found a flaw that let a local process hijack its authentication token, and Amazon banned it outright as an "unauthorized agent." Two very different failures, same underlying question: once a personal AI agent has your email, your calendar, and your card on file, what happens when something goes wrong isn't a wrong answer. It's someone else acting as you.
Not Every Section of Your Report Needs Your Most Expensive Model
Most teams pick their most powerful AI model once and run every section of every report through it, including the methodology notes and formatted tables that a lighter model handles just as well. See which sections earn a premium model, which ones don't, and how choosing a model section by section can cut your token spend without lowering quality where it counts.
Critical Thinking Is the Best Governor of AI
The Army promised its workforce unlimited AI access in May 2026. By mid-June, they'd burned through an entire year's token allocation. Meta and Uber hit the same wall. The problem was never the token limit — it's that critical thinking, not usage caps, is what actually governs whether AI creates value or just noise.