SN-X
All research
ReleaseJanuary 15, 2026

SN-X Instruments — Inaugural Release

We release the first three SN-X Instruments: a criticality detector for time-series, a large benchmark for emergent communication in multi-agent simulations, and a dataset of regulatory networks reconstructed from single-cell data.

SN-X Instruments Group

What we are releasing

  • `criticality-detect-v1` — a library that estimates branching parameters

and avalanche exponents from short, noisy time-series without requiring access to the underlying dynamics.

  • `emergent-comm-bench-v1` — 240 frozen multi-agent scenarios with

ground-truth communication protocols, for studying emergent communication.

  • `regulatory-networks-v1` — 1,820 reconstructed regulatory networks from

published single-cell datasets, in a common format with provenance metadata.

How to use them

All three are open-source under MIT. Pipelines, baselines, and a leaderboard are at /instruments.