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The Polylog AI Intelligence Brief

Morning Edition · Wednesday, June 24, 2026

Anthropic co-founder floats recursive self-improvement by 2028

Jack Clark, a co-founder of Anthropic, says AI could help invent its successors with little human involvement, which sharpens the question of whether oversight can keep pace.

Anthropic co-founder floats recursive self-improvement by 2028

Anthropic co-founder Jack Clark has said that recursive self-improvement could arrive by 2028, with AI systems helping to invent their own successors. He described a scenario in which Claude 10 builds Claude 11 and so on, potentially withou…

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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.