Perplexity's Decider scanned 1B tokens across 7,000 agent sessions, found 14 security fixes
denisyarats · x · 2026-11-13
Perplexity engineers showcased (quoting @alexatallah) an internal use of the Decider model: in one day it read 1B tokens across 7,000 agent sessions and surfaced flaws that led to 14 fixes to their agent security rules.
A Decider team member replied that security is a capability they are pushing hard on for the decider model, with many internal applications already and a strong data flywheel for rapid improvement. Both models are Apache-licensed and free on OpenRouter until Nov 19.
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