Research Projects

Project

Recursive Self Improvement Lab

A verifier-gated research program assembled from sealed local experiments: propose, intervene, verify, archive, and inherit only when held-out evidence improves.

Status Active

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Recursive Self Improvement Lab

An attempt to build a recursive self-improvement lab from a portfolio of sealed research projects rather than from a single self-modifying agent. Improvement counts only when an external truth standard — exact oracles, Lean gates, sealed artifact hashes — accepts a claim the proposer cannot rewrite, and when archive-conditioned reuse later beats memoryless baselines on held-out families.

Club A is the evidence surface: Wave-Causal Circuit Search, Parameter Golf, Gigatoken Lab, and Nostradamous — each with researcher-readable reports and interactive or snapshot notebooks. Club B is the substrate: Open Problems Lab and Lorenz for formal verification; Sansara and Geist for agent operation; Vault Ops for archive and publication; Agora and AlphaEvolve for simulation and evolutionary scaffolds.

This page is the program map. Individual claims live on the project and report pages; negative results stay published beside positive ones. The first inheritance experiment remains queued behind Wave-Causal Tier 0 semantics and is not advertised as running recursion.

Reports

  1. Report

    Recursive Self Improvement Lab — Portfolio Map

    How Club A evidence engines and Club B method infrastructure connect into a verifier-gated recursive discovery program — and what is still not claimed.

    Jul 2026 Mixed
  • recursive-self-improvement
  • verification
  • scientific-discovery