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cs.HC2026
ParallelPilot: Supporting Coordination and Monitoring in Parallel AI Coding
Tao Long, Weili Shi, Hussein Mozannar +2
As coding assistants become increasingly autonomous, developers run multiple sessions in parallel, shifting the challenge from code generation alone to coordinating and monitoring…
cs.HC2026
Overseeing Agents Without Constant Oversight: Challenges and Opportunities
Madeleine Grunde-McLaughlin, Hussein Mozannar, Maya Murad +3
To enable human oversight, agentic AI systems often provide a trace of reasoning and action steps. Designing traces to have an informative, but not overwhelming, level of detail re…