Why it matters
Enterprise teams building autonomous agents must account for output drift introduced by security measures like watermarking. Robust verification windows are essential before allowing models to execute high-impact actions directly.
Key points
- Lasso Security identified that LLM watermarking introduces sampling drift.
- Altered model behaviour complicates autonomous agent reliability and compliance.
- Architectures require clear isolation between agent planning and downstream execution.



