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Reasoning Models

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4 articles

Reasoning ModelsMar 19, 2026

The Inference Scaling Era: Why AI's Next Breakthrough Isn't About Bigger Models

AI is shifting from static prediction to dynamic reasoning through test-time compute, allowing models to spend more processing power on complex decisions.

Reasoning ModelsMar 19, 2026

Why AI Training Is Hitting a Wall: The Reward Problem Nobody's Talking About

Researchers reveal why autonomous AI agents and multi-tool workflows fail at scale: they lack proper reward signals.

Reasoning ModelsMar 18, 2026

The Hidden Architecture Behind AI's Reasoning Models: What's Really Changed Since GPT-2

Sebastian Raschka's LLM Architecture Gallery reveals how AI model designs have evolved dramatically, from GPT-2's 1.5B parameters to today's trillion-parameter...

Reasoning ModelsMar 18, 2026

DeepSeek R1 Shows Its Reasoning Work, and That Changes Everything

DeepSeek R1 displays step-by-step logic for math and coding problems, letting users verify answers instead of guessing.