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The Autonomy Paradox: As Intelligence Scales, Human Oversight Erodes

This week's edition examines the decoupling of intelligence from human auditability, from the rise of 'agentic swarms' and deceptive model behaviors to the transition toward outcome-based compute economics. We analyze the systemic risks posed by a world where non-human identities outnumber humans 109 to 1 and the fundamental shift from manual execution to automated context engineering.

Read this edition in full at pers-int.com

0:00 - Introduction

0:35 - Shadows in the Machine: Security, Misalignment, and Espionage

7:31 - Beyond the Tokens: The New Economics of Compute

11:45 - The Agentic…

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