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Lugemi status

Corridor benchmarks engine

Claim boundary, comparison matrix pointers, and measurement definitions.

product
Lugemi Advantage Protocol
model_id
lugemi-corridor-benchmarks
model_version
pilot-1
family
Evaluation + Research Cloud
note
Prove or disprove a named task advantage before claiming it. Test corridor, variety, domain, device, input distribution, model/version, date and quality/cost operating point. A missing competing capability is a coverage difference, not an accuracy score of zero. No invented confidence scores.
claim_boundary
Broad superiority claims are not useful gates. A product can win one corridor and lose another.

comparison_matrix

comparison_matrix: 6
  • #1

    task
    mixed_language_asr
    lugemi_baseline
    Existing Echo/gateway recognizer
    external_comparison
    Matched API-accessible batch/realtime recognizer appropriate to input
    rule
    Match audio, vocabulary hints, endpoint class and language availability
  • #2

    task
    translation_fidelity
    lugemi_baseline
    Existing Translate and glossary
    external_comparison
    Eligible MT models plus reviewed interpreter reference
    rule
    Compare translation tasks; a TTS service is not an MT comparator
  • #3

    task
    voice_quality
    lugemi_baseline
    Existing Voice
    external_comparison
    Matched synthesis model appropriate to language and use
    rule
    Match script, permitted voices, bitrate, generation settings and target-language support
  • #4

    task
    batch_dubbing
    lugemi_baseline
    Existing Lugemi media pipeline
    external_comparison
    Matched dubbing workflow if target/source supported
    rule
    Match source media, direction, edit allowances and output task
  • #5

    task
    live_interpreted_conversation
    lugemi_baseline
    Existing Lugemi cascade
    external_comparison
    Matched composed streaming pipeline (label as composed, not native competitor interpreter)
    rule
    Component isolation and end-to-end comparisons both required
  • #6

    task
    offline_task
    lugemi_baseline
    Current Edge pack
    external_comparison
    Commercially eligible on-device baseline
    rule
    Cloud-only execution is not an equivalent offline test

measurement_definitions

measurement_definitions: 7
  • critical_meaning_error

    id
    critical_meaning_error
    definition
    Bilingual adjudication finds changed negation, material quantity/unit, identity, obligation, time, requested action or another preregistered consequential fact.
  • asr

    id
    asr
    definition
    WER/CER per language span with documented orthographic normalization, entity preservation and switch-boundary quality. Publish raw and normalized where normalization changes interpretation.
  • translation

    id
    translation
    definition
    Human adequacy and critical errors are primary. BLEU/chrF and learned metrics are secondary and must be validated on the specific language/domain.
  • speech_output

    id
    speech_output
    definition
    Native pronunciation and intelligibility, tonal minimal-pair recognition where appropriate, content fidelity. MOS alone cannot establish translation fidelity.
  • streaming

    id
    streaming
    definition
    Include input capture, sufficient-context time, queue, inference, verifier, TTS, network and actual playback. Report p50/p95, revision churn, repairs.
  • uncertainty

    id
    uncertainty
    definition
    Calibrated predicted event, calibration error/reliability diagrams, selective risk, rejection/clarification rate, outcome at matched accepted coverage. Do not invent confidence scores.
  • economics

    id
    economics
    definition
    Paid provider usage or measured GPU allocation, hosting, retries, validation, human review and support divided by completed successful tasks.

integration_cases

integration_cases: 14
  • unsupported_language
  • mixed_language_unknown_span
  • ambiguous_amount
  • late_negation
  • silence
  • disconnect_reconnect
  • cancellation_during_playback
  • tenant_crossing_document_reference
  • withdrawn_training_permission
  • stale_glossary_version
  • corrupted_edge_pack
  • cloud_forbidden_mode
  • document_prompt_injection
  • unresolvable_visual_reference

investment_gates

investment_gates: 3
  • Real held-out gain versus existing Lugemi
  • Fair external comparison on matched corridors
  • Paying design-partner task outcomes

apis

engine
GET /v1/corridor-benchmarks/engine
comparisonMatrix
GET /v1/corridor-benchmarks/comparison-matrix
measurements
GET /v1/corridor-benchmarks/measurements
integrationCases
GET /v1/corridor-benchmarks/integration-cases
runIntegration
POST /v1/corridor-benchmarks/integration-cases/{id}/run
studies
POST /v1/corridor-benchmarks/studies
score
POST /v1/corridor-benchmarks/studies/{id}/score
validateClaim
POST /v1/corridor-benchmarks/claims/validate