Safin-1.5: Safety-Native Architecture and Verifiable Reasoning for Recursive Safety Improvement.

arXiv:2610.40751v1 Announce Type: cross Abstract: Recursive self-improvement (RSI) enables large language models to advance their capabilities through successive updates, but these updates can also introduce new risks and weaken existing safeguards. In line wi