works on
automated testing 1benchmarking 1large language model agents 1persistent memory 1personal agents 1red teaming 1safety 1safety auditing 1sycophancy 1vulnerability discovery 1

From the 2 of 13 linked papers with an AI index.

most citedSafety at Scale: A Comprehensive Survey of Large Model and Agent Safety

1 citations · 1 across the 11 of their papers we have counts for

collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2026

Internal Safety Collapse in Frontier Large Language Models

Yutao Wu, Xiao Liu, Yifeng Gao +7

This work identifies a critical failure mode in frontier large language models (LLMs), which we term Internal Safety Collapse (ISC): under certain task conditions, models enter a s…