TRACER: Trajectory Risk Aggregation for Critical Episodes in Agentic Reasoning | ScienceToStartup | ScienceToStartup

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References (25)

[1]

Calibrated Decomposition of Aleatoric and Epistemic Uncertainty in Deep Features for Inference-Time Adaptation

2025Divake Kumar, Patrick Poggi et al.

[2]

UProp: Investigating the Uncertainty Propagation of LLMs in Multi-Step Agentic Decision-Making

2025Jinhao Duan, James Diffenderfer et al.

[3]

τ2-Bench: Evaluating Conversational Agents in a Dual-Control Environment

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"TRACER offers a trajectory-level uncertainty metric for detecting AI agent failures in complex conversational interactions."

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TRACER: Trajectory Risk Aggregation for Critical Episodes in Agentic Reasoning

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References (25)

Founder's Pitch

"TRACER offers a trajectory-level uncertainty metric for detecting AI agent failures in complex conversational interactions."

Commercial Viability Breakdown

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TRACER: Trajectory Risk Aggregation for Critical Episodes in Agentic Reasoning

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References (25)

Founder's Pitch

"TRACER offers a trajectory-level uncertainty metric for detecting AI agent failures in complex conversational interactions."

Commercial Viability Breakdown

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