Comprehension Audits to Mitigate Risks from Automated AI Research
cs.CY, cs.AI, cs.SE
Submitted: 2026-10-07
Updated: 2026-10-07
Comments: 23 pages, 2 figures, 11 tables
Code: https://github.com/aavetis/PRarena
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Sources
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- Beyond the 'Diff': Addressing Agentic Entropy in Agentic Software Development
- Measuring AI R&D Automation
- Supervising strong learners by amplifying weak experts
- Safety Cases: How to Justify the Safety of Advanced AI Systems
- AI Researchers' Views on Automating AI R&D and Intelligence Explosions
- AI Control: Improving Safety Despite Intentional Subversion
- How to evaluate control measures for LLM agents? A trajectory from today to superintelligence
- A sketch of an AI control safety case
- Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
- Position: Human-Centric AI Requires a Minimum Viable Level of Human Understanding
- Frontier Models are Capable of In-context Scheming
- AI Agents Push Humans Out of the Loop
- Self-critiquing models for assisting human evaluators
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