Agentization and Inference: Compute, Costs, Risks (Links) – Mar. 18, 2026

AI agents are proliferating—from subagents and specialized code agents to shopping and autonomous systems—driving a shift toward inference-optimized hardware and massive compute investment. Simultaneously, safety, legal, and economic tensions (regulatory fights, controversial policies, court cases, layoffs) are reshaping governance and industry structure.

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