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Fine-tuning forgets. RAG leaks context. Hypernetworks build the model your agent needs on demand.

19 Jun 2026 1 source

Enterprise teams keep watching the same thing happen. An AI agent demos beautifully, goes to production, and stalls: it runs for a short stretch, then needs a human to top up its context and check its output, and the promised efficiency drains into supervision. The agent did the work; you did the wa

Sources

Fine-tuning forgets. RAG leaks context. Hypernetworks build the model your agent needs on demand.

VentureBeat 19 Jun 2026

Enterprise teams keep watching the same thing happen. An AI agent demos beautifully, goes to production, and stalls: it runs for a short stretch, then needs a human to top up its context and check its output, and the promised efficiency drains into supervision. The agent did the work; you did the wa