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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.
3 results for costs
For some workloads the interesting question is not which model is best, but whether the data is allowed to leave at all. A model inside the process answers that with no egress, no vendor in the trust chain and no bill per token — and the price it charges is in latency and model size.
Routing, tagging, eligibility and moderation are the highest-volume AI work most products do, and the cheapest to get wrong. A System One model answers them with a calibrated probability — and the economics are not close.
Every line inside the box costs more to write, more to change and more to verify — and each change invalidates the measurement your customers pinned. The split between the confidential core and the ordinary product is the highest-leverage decision in the design.