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The Cognitive Revolution

Detailed conversations with AI researchers and builders about frontier models, agents, safety, policy, and the path toward advanced intelligence.

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The Cognitive RevolutionEN · 115 min

AMA Part 1: Is Claude Code AGI? Are we in a bubble? Plus Live Player Analysis

Nathan Labenz

Frontier AI is already clinically transformative and can outperform professionals on a significant majority of software tasks, yet Claude Opus 4.5 remains spiky, requiring full-context review after accidentally creating two databases.Google DeepMind combines the strongest financial cushion, distribution, TPUs, and research breadth, while OpenAI’s interlocking obligations and infrastructure ambitions create default risk; Anthropic’s model leadership, Chinese-model gaps, xAI’s safety failures, and another MRD result remain key signals to monitor.

The Cognitive RevolutionEN · 115 min

AMA Part 1: Is Claude Code AGI? Are we in a bubble? Plus Live Player Analysis

Erik TorenbergNathan LabenzZvi MoshowitzGregEugenia KuydaAli BehrouzLogan KirkpatrickJungwon Hwang

AI’s strongest proof point is its performance alongside Nathan Labenz’s son’s oncologists, with minimal residual disease below one cell per million after remission before round two.Claude Opus 4.5 may be software AGI, but jagged failures and holiday hype leave full AGI unresolved, while context management, multi-model judgment, and infrastructure financing remain key risks.