Deterministic LLM router with a cryptographic audit trail – TEIA
TEIA Cognitive Router TEIA Cognitive Router is a deterministic, rule-based LLM router: it assigns each prompt to a Local, Hybrid, or Cloud model tier using a fixed arithmetic formula, and seals every decision with a SHA-256 audit record that can be re-verified offline. ML-based LLM routers change behavior when their weights are retrained, so the same prompt can route differently next month and past decisions cannot be reproduced. Organizations operating under EU AI Act, GDPR, HIPAA, or SEC/FINRA requirements need to prove, after the fact and independently, why a given request went to a given model.
- ▪TEIA Cognitive Router TEIA Cognitive Router is a deterministic, rule-based LLM router: it assigns each prompt to a Local, Hybrid, or Cloud model tier using a fixed arithmetic formula, and seals every decision with a SHA-256 audit record tha
- ▪ML-based LLM routers change behavior when their weights are retrained, so the same prompt can route differently next month and past decisions cannot be reproduced.
- ▪Organizations operating under EU AI Act, GDPR, HIPAA, or SEC/FINRA requirements need to prove, after the fact and independently, why a given request went to a given model.
Opening excerpt (first ~120 words) tap to expand
TEIA Cognitive Router TEIA Cognitive Router is a deterministic, rule-based LLM router: it assigns each prompt to a Local, Hybrid, or Cloud model tier using a fixed arithmetic formula, and seals every decision with a SHA-256 audit record that can be re-verified offline. ML-based LLM routers change behavior when their weights are retrained, so the same prompt can route differently next month and past decisions cannot be reproduced. Organizations operating under EU AI Act, GDPR, HIPAA, or SEC/FINRA requirements need to prove, after the fact and independently, why a given request went to a given model.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.