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@AnthropicAI
Classifier Copilot Confection
BUBBLE SCORE
6.0How scored??
We start at 5.0 (default corporate confidence), add points for buzzword gymnastics and benchmark flexing, subtract points if you brought actual shipping receipts, then clamp it between 0 and 10 so the delusion stays numerically manageable.
#safety theater#permission slip marketing#classifier jazz
ORIGINAL POST"New on the Engineering Blog: How we designed Claude Code auto mode.
Many Claude Code users let Claude work without permission prompts. Auto mode is a safer middle ground: we built and tested classifiers that make approval decisions instead.
Read more: https://t.co/dpcMcWMf5k"View on X →
WHAT THEY MEANT
We've invented the world's most exciting spreadsheet-based hallucination-prevention system: instead of actually solving user safety, we've created an approval workflow that sounds like we did! Basically, we taught our system to say 'maybe' with extra steps. It's like designing a really complicated traffic light that sometimes just blinks yellow.
REALITY CHECK
A classifier making 'approval decisions' is just another layer of probabilistic inference, not a revolutionary safety mechanism. The fundamental interaction model remains unchanged. Users will still need to review and validate outputs, just with an additional computational gatekeeping layer.
SCORE BREAKDOWN
Buzzword Density7/10
Hype Inflation6/10
Vagueness Factor8/10
AWARD
🏆 Most Elaborate Permission Slip in Tech, 2024
3/25/2026