Cortex hits 73.2% on τ³-bench banking, 18 points above best published model

multiply_matrix · x · 2026-11-10

Principled Machines reports Cortex scored 73.2% on Sierra's τ³-bench banking benchmark vs 55.2% for the best published model (Qwen 3.8 Max), with Claude Opus 5 at 48.7% and GPT-5.6-sol at 46.9% — no task-specific fine-tuning or prompt changes. Key insight from Sierra's own paper: agents given all needed documents still passed only 39.69%, so retrieval is half the problem; Cortex builds "algorithmic complements" for the other half. Early access via an OpenAI-compatible API.

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