| Field |
Value |
| Tool |
WebSearch |
| Query |
AI research tool self-audit mechanism search transparency logging audit trail evidence chain 2024 2025 |
| Date |
2026-03-31 |
| Results returned |
10 |
| Selected |
2 |
| Rejected |
8 |
Additional queries: "calibrated probability" LLM AI tool implementation, Khoj AI research assistant, "analysis of competing hypotheses" AI tool
Summary
Searched specifically for tools implementing the five queried analytical dimensions. Found tools addressing AI audit infrastructure and calibrated probability research, but no tools implementing these as user-facing research features.
Selected Results
| Result |
Title |
Rationale |
| S03-R01 |
Khoj AI |
Open-source research assistant with source traceability |
| S03-R02 |
Perplexity Deep Research |
Commercial deep research with citation transparency |
Rejected Results
| Result |
Title |
Rationale for Rejection |
| — |
AI Accountability Infrastructure (CHI 2025) |
Audit tooling survey, not research tool |
| — |
Amnesty Algorithmic Accountability Toolkit |
Policy/advocacy tool |
| — |
ISACA Auditing Agentic AI |
Governance framework, not research tool |
| — |
Knowledge Graphs for AI Auditing (ScienceDirect) |
Technical approach, not user tool |
| — |
Transparency to Accountability (arXiv) |
Academic analysis |
| — |
Auditing of AI (Springer) |
Legal/ethical review |
| — |
AI Now Algorithmic Accountability |
Policy recommendations |
| — |
Harvard JOLT AI Auditing |
Legal journal article |