Test-time scaling has gained a third axis of latent space reasoning iterations in looped transformers.

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• Learned approximations of slow simulators change what science is possible, by turning a six-month screening run into something you do over lunch. JDJeff Dean30 Jul 2026similar wording
• After pre-training, post-training and test-time scaling, the fourth scaling law is agentic: multiplying AI by spawning agents, and the whole loop scales on one thing, compute. JHJensen Huang23 Mar 2026similar wording
• The scaling curve really is S-shaped, but there are at least two cycles left in it, which means models sixteen times smarter and all knowledge work subsumed. SYSteve Yegge11 Mar 2026similar wording
• Orchestrating thousands of agents is a new form of test-time compute, a fourth lever alongside network size, training data and training flops. BCBoris Cherny27 Jul 2026similar wording
• The scaling law for world models was a conviction held in advance, not a discovery; the devils were always in the architecture choices and the data mixture. FLFei-Fei Li4 Sept 2026similar wording

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