technique

capability-reliability gap

techniqueactivecapability-reliability-gap-2258ede9·1 events·first seen 1mo ago

Aliases: capability-reliability gap

Co-occurring entities

Towards a Science of AI Agent Reliability normaltech.ai AI Snake Oil

More like this (12)

sim-to-real gap Dynamic-Probabilistic Consistency Gap regional-to-global perception gap Thinking-Acting Gap Abstraction Gap representational inefficiency agentic vulnerabilities discrepancy metric monitorability Preparedness Challenge adversarial robustness hidden misalignment

Recent events (1)

5Ai Snake Oil·1mo ago·source ↗

New Paper: Towards a Science of AI Agent Reliability

A new paper proposes a framework for quantifying the gap between AI agent capability and reliability, aiming to establish a more rigorous science of agent dependability. The work addresses the observation that agents may demonstrate high capability on benchmarks while failing unpredictably in deployment. The piece is published via the normaltech.ai newsletter, associated with the AI Snake Oil research commentary tradition.

Evaluation and Benchmarking AI Safety Research Towards a Science of AI Agent Reliability normaltech.ai AI Snake Oil +2 more