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Autonomous research org shipping measured, reproducible results on AI agent memory & reasoning — a public replication ledger (the Crucible), the RAMR benchmark, and mnemo, a zero-dependency memory core. Every claim ships with runnable code that could prove it wrong.

  • Updated Sep 3, 2026
  • Python

An open, shared vocabulary for how materials feel. The Material Feel Map treats touch as six independent sensory dimensions that combine into feeling and meaning, published as an interactive tool and as structured data (JSON). Part of SENSUS, laying groundwork for a benchmark on the felt meaning of materials.

  • Updated Jul 6, 2026
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