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Benchmarks, design decisions and how-tos: building AI agents in Synsema, and deploying them with a permission manifest, sealed secrets and an audit trail. Every post is also Markdown: add .md to its URL.
4 results for judge
The judge slot is a protocol, not a vendor. Since v0.6.27 a Laya checkpoint on disk — ModernBERT, Apache 2.0 — answers whether, choose and rate with no network, no secret and no cost per token, and the same block runs unchanged.
The calibrated probability that decides what a person sees no longer has to come from an API. An open-source System One checkpoint on your own disk answers the same typed questions with no key, no network and no cost per token — and the same program runs against either one.
Half the work we hand to an LLM is not writing, it is deciding: route this, flag that, is this a refund request. A System One model answers those with a calibrated distribution, and a language that has both slots lets each model do the half it is good at.
Jev is TypeSafe's System One model: it answers with typed, calibrated probabilities instead of text. In Synsema it is a language primitive — `require judge`, one block, one call, three verbs — with honest degradation when it is not there.