Tag
Schema introduces a new harness that achieves ~99% on the ARC-AGI-3 Public set using frontier models like Claude Opus 4.8 and Fable 5, by improving the process around models rather than modifying weights.
This paper introduces TRACE (Typed Reasoning And Commitment Evidence), a typed, versioned schema for recording reasoning traces in agentic systems to enable auditability and improve reasoning quality. It defines a reference writer, measurement regime, and consumer contract, with two worked examples illustrating the approach.
Introduces Every Eval Ever, a shared schema and community-crowdsourced repository for standardizing AI evaluation results, with automatic converters and a hosted database spanning over 22k models and 2.2k benchmarks.
Open Envelope provides an open JSON Schema for defining AI agent teams with roles, handoffs, human checkpoints, and access policies, aiming for portability across frameworks.