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The next frontiers in AI beyond scaling

The era of making models bigger is ending. Five paradigms are replacing brute-force scaling — hybrid architectures, inference-time reasoning, world models, self-improvement loops, and hardware co-design. What each means for AI in regulated industries.

AI architecture scaling laws hybrid models inference reasoning world models AI research Auryth