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Tagged: reasoning models

2 articles on reasoning models.

The LLM Year in Review: What Actually Mattered in 2025 (And What Was Noise)The LLM Year in Review: What Actually Mattered in 2025 (And What Was Noise)
January 8, 2026

The LLM Year in Review: What Actually Mattered in 2025 (And What Was Noise)

The prediction was: bigger models win. The reality was: DeepSeek R1 rewrote the rules in January and nothing was the same after that. What 2025 taught us about reasoning, inference-time compute, and the economics of intelligence.

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Why Your AI Gets Smarter When You Let It Think LongerWhy Your AI Gets Smarter When You Let It Think Longer
July 18, 2025

Why Your AI Gets Smarter When You Let It Think Longer

Test-time compute is the most underused lever in production AI right now. What chain-of-thought, best-of-N sampling, and process reward models mean for practitioners, and when to use them instead of grabbing a bigger model.

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Clint Johnson

I build stuff for healthcare companies. Sometimes it works, sometimes I learn something. Always caffeinated, usually in Nashville.

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