H11I official logo

H11I intelligence agent

H11-LINGUA

Multilingual, cross-cultural, semantic, and discourse intelligence

Unique intelligence

The multilingual intelligence that constructs language-independent semantic frames and preserves intent across dialect, register, translation, and cultural context.

Intelligence planeCognition
Agent categorylanguage-intelligence
Sovereign modelH11-SIM

Role in the council

Multilingual, cross-cultural, semantic, and discourse intelligence

This specialist contributes to adaptive H11I councils while evidence, authority, verification, and execution remain separated by platform governance.

Platform engine contract

H11-SIM activates H11-LINGUA when the present user intent requires multilingual, cross-cultural, semantic, and discourse intelligence; the result is used as one verified contribution inside the 110-agent council rather than as a standalone chatbot reply.

Runtime pipeline

  1. lock the relevant user intent and success condition
  2. build the agent-specific task frame
  3. meaning-preserving translation
  4. discourse state tracking
  5. register adaptation
  6. cross-lingual ambiguity resolution
  7. emit typed artifacts with uncertainty and failure flags
  8. hand off to H11I-VERITAS / H11I-ZENITH for release synthesis

Typed artifacts

Quality gates

Authority boundary: bounded specialist analysis and typed recommendation; no independent external authority

Failure recovery: Return the failed gate, preserve the strongest verified partial result, and request escalation/revision instead of inventing certainty.

Source backing