arXiv AI By Jassem Manita, Aziz Amari

Regulating the Machine Contributor: Governance and Policy Alignment in Open Source

Read the original on arXiv AI →

arXiv:2606. 14594v1 Announce Type: cross Abstract: AI-assisted software development has moved from line-level autocomplete to agents that can plan changes, edit files, and submit pull requests with limited human supervision.

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arXiv AI
Jun 17

LegalHalluLens: Typed Hallucination Auditing and Calibrated Multi-Agent Debate for Trustworthy Legal AI

arXiv:2606. 18021v1 Announce Type: new Abstract: AI systems deployed in legal workflows hallucinate at rates that aggregate metrics report at ~52%, but this average conceals where errors concentrate and in which direction they run, leaving compliance officers without an actionable signal for trustworthy deployment.

By Lalit Yadav, Akshaj Gurugubelli