Computational · Paper · 2026

Self-Improvement Agent Harness: A Deterministic SIA Exemplar

Zenodo

Catalog Row127
Citation KeyFriedman2026SelfImprovementAgentHarness127
Paper FolderAvailable
DOI10.5281/zenodo.20453879
Platform availability

Overview

Extracted from the local paper documentation when available.

This exemplar documents template sia, a deterministic implementation of the Self-Improvement Agent (SIA) harness contract described in . The default pipeline replays fixture-backed generations for the mini classify task; opt-in live mode runs bounded target subprocesses and optional Ollama-backed meta/feedback steps. Run snapshot. Task mini classify, run 1, 3 generation(s), live=false. Final accu...

self-improvement agentsbenchmark harnessreproducible researchagent evaluation

Use Notes

Concise findings and methods pulled from README/SKILL documentation.

Findings / Concepts
  • This exemplar documents template sia, a deterministic implementation of the Self-Improvement Agent (SIA) harness contract described in .
  • The default pipeline replays fixture-backed generations for the mini classify task; opt-in live mode runs bounded target subprocesses and optional Ollama-backed meta/feedback steps.
Methods / Techniques
  • Software pipeline design
  • Data-driven analysis

Citation

Plain-text citation for quick reuse.

Friedman, Daniel Ari. 2026. Self-Improvement Agent Harness: A Deterministic SIA Exemplar. Zenodo. DOI: 10.5281/zenodo.20453879. URL: https://doi.org/10.5281/zenodo.20453879.

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