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cs.AI2026
Can escalation channels redirect reward hacking toward defect disclosure?
Francesca Gomez
When coding agents encounter defective test infrastructure they may reward-hack: hardcoding outputs or editing test files to pass tests they cannot legitimately satisfy, a pattern…
cs.CY2026
Designing escalation criteria for international AI incident response: criteria, triggers, and thresholds
Francesca Gomez, Matthew Ball, Michael Harre +3
AI incident reporting requirements are emerging in regulation and policy, yet no operational criteria exist for determining when a detected AI incident warrants escalation beyond n…