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Feb 14, 2026 · Artificial Intelligence
Why Test‑Time Compute Is the Next Breakthrough for Large Language Models
The article explains how inference‑oriented large language models shift the focus from training‑time resources to test‑time computation, detailing scaling laws, verification techniques, reinforcement‑learning pipelines such as DeepSeek‑R1, and methods for distilling reasoning abilities into smaller, consumer‑grade models.
inference computelarge language modelsmodel distillation
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