4 projects
laya-evals
LLM-as-judge and calibration auditing for System 1 decision models: rubric scoring in CI plus reliability diagrams, ECE and coverage/accuracy thresholds by option count
laya-phishield
Explainable phishing email detection: atomic semantic signals from a local System 1 decision model plus deterministic header/URL checks, combined by logistic regression
laya-compactor
Context compaction for RAG and agents: relevance-score every chunk with a local System 1 decision model and cut tokens before they reach the LLM
laya-router
OpenAI-compatible proxy that routes prompts to cheap or frontier LLMs using a local System 1 decision model (laya)
