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The Polylog AI Intelligence Brief

Morning Edition · Thursday, June 25, 2026

Researchers Map How Persuasion Errors Compound in AI Agents

A paper proposes retrieving from a taxonomy of strategies to stop early mistakes from contaminating long agent runs.

Researchers Map How Persuasion Errors Compound in AI Agents

A paper on compounding failures in agentic persuasion addresses a failure mode that grows worse the longer an agent runs. In multi-step, open-ended environments, an early mistake contaminates the steps that follow, so errors accumulate rath…

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Oversight and Evaluation Lag Accelerating AI Capabilities

Over the next 3-6 months, evidence mounts that governance, evaluation, and agent-safety methods are failing to keep pace with capability growth, driving investment in interpretability, agent-manipulation benchmarks, and institutional-reform proposals.