Fine-tuning forgets. RAG leaks context. Hypernetworks are emerging as the answer for production AI agents that need the

Fine-tuning forgets.

RAG leaks context.

Hypernetworks are emerging as the answer for production AI agents that need the right model on demand.

Inference is the new bottleneck and the path forward is flexible, small-profile compute, not mega clusters.

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