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Add semantix-ai under Audit#24

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labrat-akhona wants to merge 1 commit intoAthenaCore:mainfrom
labrat-akhona:add-semantix-ai
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Add semantix-ai under Audit#24
labrat-akhona wants to merge 1 commit intoAthenaCore:mainfrom
labrat-akhona:add-semantix-ai

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Adds semantix-ai under Audit.

semantix-ai is an open-source (MIT) Python library for validating LLM outputs against plain-English semantic intents using a local quantized NLI model (~25 MB ONNX, ~15 ms per call, deterministic, no API key).

Why it fits Audit:

  • Every validation produces a hash-chained JSON-LD Semantic Certificate. Modifying any entry breaks every subsequent hash — tamper-evident by construction.
  • CLI semantix verify audit.jsonl re-computes the chain and reports entry counts, pass/fail rates, and top intents.
  • Compliance-aligned framing (POPIA §71, GDPR Art. 44, EU AI Act high-risk-system obligations) baked into the design, not retrofitted.
  • Drop-in integrations for DSPy, LangChain, Pydantic AI, Guardrails, Instructor, and MCP.

Sits naturally alongside AIR Blackbox (tamper-evident audit chains, trust layer for agent frameworks) and glassalpha.

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