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AI Engineer · July 31, 2026

Scaling to Long Horizons — Ross Taylor & Chengxi Taylor, General Reasoning

video AI EngineeringModel EvaluationPrompt Engineering
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Why it matters

Ross Taylor opens with some history: back in 2022 he worked on Galactica, an early large model for science that briefly crossed the Rubicon on curated high quality data and intermediate reasoning tokens before the reaction overshadowed the work.

My takeaway: Scaling to Long Horizons — Ross Taylor & Chengxi Taylor, General Reasoning is a model-evaluation signal. The practical read is to tie capability claims to evidence, launch criteria, and regression tests rather than relying on demos or benchmark headlines.
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