GLiNER2.5-Decide

decision model layer ai agents stack sprawl a neapolitan ice cream brick with its middle layer slid out

As AI Agents Grow, Vendors Carve Out Decision-Making as a Separate Model Layer

AWS, Cloudflare and OpenAI have joined TypeSafe in shipping decision models, small models that make the bounded choices inside AI agents while a larger model does the reasoning. InfoWorld’s sources warn the new layer brings stack sprawl, confidence scores that do not transfer between vendors, and decision schemas that encode business policy. We compare Jev, Clef, Strands Decider 2B, GLiNER2.5-Decide and the Decisions API on price and latency, then set out the calibration, governance and cost-per-decision work that decides whether the savings hold.

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