3 papers
cs.AI2026
Toward Alignment Scaling Laws: A Framework and First Preregistered Measurements
Jeremy Canale
Whether alignment gets easier or harder as models grow is often argued from isolated findings, as if alignment were one property. We treat it as a family of measurable scaling rela…
cs.AI2026
DGF-Bench: A Benchmark for Simulating and Auditing Deception Against Multi-Agent Governance Boards
Jeremy Canale
Tool-using language-model agents can review enterprise projects as governance boards do: they read the evidence, apply written rules and decide whether the project may proceed. Par…
cs.AI2026
The Last Human Gate: Forward Deployed Engineering for Governance Automation
Jeremy Canale
Enterprise governance requires decisions, evidence, and accountable authority; it does not require every review task to retain its current human implementation. We develop a task-s…