Independent AI systems researchOperated by NeuralArc
How to read this index

A citation is not a transferable result.

Reviewed identifies the part of the source used. Supports states the bounded proposition we draw from it. Retrieved records when time-sensitive material was checked.

Vendor documentation establishes vendor claims and product behavior as documented, not independent performance. Papers establish results only for their stated methods and tested scope. AccessAllGPT recommendations remain labeled analysis.

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Source ledger

Evidence by decision guide

Ordered by the latest publication or material update date. Follow a source to inspect the original material.

Benchmarks

Design an Agent Benchmark That Predicts Production

Evergreen benchmark-design guidance.

2 sources · 0 retrieval dates · 0 scoped claim notes
  1. SWE-bench

    SWE-bench

    This earlier source record links the primary material but does not yet carry a section-level claim note. Consult the article’s methodology and limitations before transferring a claim.

  2. SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

    arXiv

    This earlier source record links the primary material but does not yet carry a section-level claim note. Consult the article’s methodology and limitations before transferring a claim.

Buyer guides

The AI Tooling Procurement Scorecard

A vendor-neutral procurement framework. Commercial relationships should be disclosed in any applied comparison.

2 sources · 1 retrieval dates · 1 scoped claim notes
  1. NIST AI RMF: Generative Artificial Intelligence Profile (NIST AI 600-1)

    National Institute of Standards and Technology · Retrieved

    Reviewed: Publication abstract, scope, citation and report metadata

    Supports: NIST describes the profile as a voluntary, cross-sector companion to AI RMF 1.0 for incorporating trustworthiness considerations into design, development, use and evaluation.

  2. OWASP Top 10 for Large Language Model Applications

    OWASP GenAI Security Project

    This earlier source record links the primary material but does not yet carry a section-level claim note. Consult the article’s methodology and limitations before transferring a claim.