arXiv (All)
open access
What the Window Does Not Contain: Auditing Provenance in a Document-Grounded Instability Benchmark
Ask a language model the same question about the same document twenty times, and it sometimes returns two different answers. We built Probity, a benchmark of 60 tasks and 470 items from real venture-financing filings, to measure how often this happens. Then we audited our own corpus and found a defe
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- SciTrue: Reliable Scientific Claim Validation with Frontier and Open Language Models at the NTCIR SciClaimEval Task#820077
- Calibrating Small Language Models for Claim Check-Worthiness Detection#820696
- WhatWorkedBench: Benchmarking Experimental Understanding in AI Agents#1064034
- Self-Reports Are Not Verification: Environment-Grounded Auditing of LLM Operators in Evolutionary Search#820075
- GUI-HARVEST: Self-Improving GUI Agents through Evidence-Driven Harness Evolution#1155883
Record · ID 973751
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive