Agentic AI rarely backs up before risky actions, study finds

A study built on the 205-task RegretBench found that six frontier AI models backed up critical state in only 15.2% of tasks. The proposed BackUpper system covers every critical action and restores data at 92.2% similarity for an extra $0.014 per task.

• GPT-5.6-Terra backed up in 4.4% of cases, Gemini 3.7-Flash in 2.4%
• Best performer Claude Opus-5 still skipped backups in over a third of tasks
• BackUpper covered all critical actions with 92.2% restoration similarity
• Extra cost is $0.014 per task