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2026-11-08 issue

Observed arrival · 2026-11-08

Debussy makes the quick calls AI agents need

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Editorial interest 80/100 Selection signal · not a rating of the site

An open decision model for AI agents that returns probabilities for safety judgments, tool routing, and whether it knows an answer.

Landing page captured for the 2026-11-08 issue.
For
Developers building AI-agent decision flows
Worth noticing
On HLE-MultiChoice, reported accuracy is 15.0%, below the listed 16.4% chance rate; the headline index is explicitly an estimate, not an official score.

Field notes

The page exposes three output families: safety judgments (harmfulness, refusal, harmful reply), tool routing (call, request details, or cannot answer), and knowledge choices that can include abstention. It lists variants with estimated memory needs of roughly 6–9 GB RAM and benchmark sets of 266–600 questions; the authors say settings were chosen on training data and test sets were used once.

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○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use

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Landing page observed 2026-11-08. The live site may have changed.