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fix(ms-ai-architect): ✅ Verified → ✅ Documented (tillit-hygiene)

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Markøren over-påsto ekstern verifisering; faktisk semantikk (per legend i
m365-copilot-plugins-ecosystem.md) er «hentet fra MS Learn via MCP» = Documented.

Smal scope (operatør-besluttet A): de 101 ✅ Verified-konfidens-cellene i 13 filer
+ 5 kolonne-overskrifter (ptu, agent-memory) + skill-gen-taksonomien
(Verified/Baseline/Assumed → Documented/Baseline/Assumed) + licensing-seksjonstittel.
La de 137 plain «Verified»-cellene i 31 kilde-attribusjons-tabeller stå — de peker
på en faktisk kilde i nabokolonnen (proveniens bevart). Suite 509/509.
This commit is contained in:
Kjell Tore Guttormsen 2026-06-26 12:31:45 +02:00
commit 83fd9b58d3
15 changed files with 110 additions and 110 deletions
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2
skills/ms-ai-engineering/references/azure-ai-services/ai-services-api-best-practices.md
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@ -692,7 +692,7 @@ AzureDiagnostics
## Kilder og verifisering
**Verification status:** ✅ Verified via Microsoft Learn MCP (2026-02)
**Verification status:** ✅ Documented via Microsoft Learn MCP (2026-02)
**Primary sources (fetched):**

8
skills/ms-ai-engineering/references/azure-ai-services/azure-ai-vision-image-analysis.md
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@ -365,13 +365,13 @@ Azure AI Vision er en **Azure resource** som faktureres direkte via Azure-abonne
8. [Azure Image Analysis client library for Python](https://learn.microsoft.com/en-us/python/api/overview/azure/ai-vision-imageanalysis-readme) - Visual features, gender-neutral captions
**Konfidensnivå per seksjon:**
- **Introduksjon:** ✅ Verified (Florence integration, GA status)
- **Kjernekomponenter:** ✅ Verified (visual features, Florence-modell)
- **Introduksjon:** ✅ Documented (Florence integration, GA status)
- **Kjernekomponenter:** ✅ Documented (visual features, Florence-modell)
- **Arkitekturmønstre:** ⚠️ Baseline (arkitekturprinsipper er ikke eksplisitt dokumentert i Microsoft Learn, men basert på Azure best practices)
- **Beslutningsveiledning:** ⚠️ Baseline (sammenligningstabell basert på modellkunnskap + Microsoft pricing)
- **Integrasjon med Microsoft-stakken:** ✅ Verified (Azure AI Search ImageAnalysisSkill, SDK-eksempler)
- **Integrasjon med Microsoft-stakken:** ✅ Documented (Azure AI Search ImageAnalysisSkill, SDK-eksempler)
- **Offentlig sektor:** ⚠️ Baseline (GDPR/EU AI Act er juridisk tolkning, ikke Microsoft-dokumentasjon)
- **Kostnad og lisensiering:** ✅ Verified (prismodell er fra Azure Pricing Calculator, konvertert til NOK)
- **Kostnad og lisensiering:** ✅ Documented (prismodell er fra Azure Pricing Calculator, konvertert til NOK)
- **For arkitekten:** ⚠️ Baseline (rådgivningsspørsmål er erfaringsbaserte, ikke offisiell dokumentasjon)
**Antall unike kilder:** 8 Microsoft Learn-artikler

6
skills/ms-ai-engineering/references/azure-ai-services/language-services-custom-text-classification.md
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@ -465,11 +465,11 @@ Ved bruk i offentlig saksbehandling:
| Seksjon | Konfidensnivå | Kilde |
|---------|---------------|-------|
| **Introduksjon** | ✅ Verified | Microsoft Learn (MCP fetch) |
| **Kjernekomponenter** | ✅ Verified | Microsoft Learn + Code Samples (MCP) |
| **Introduksjon** | ✅ Documented | Microsoft Learn (MCP fetch) |
| **Kjernekomponenter** | ✅ Documented | Microsoft Learn + Code Samples (MCP) |
| **Arkitekturmønstre** | ⚠️ Baseline | Utledet fra use cases i Microsoft Learn + modellkunnskap |
| **Beslutningsveiledning** | ⚠️ Baseline | Best practices fra Microsoft Learn + modellkunnskap |
| **Integrasjon** | ✅ Verified | Microsoft Learn (Foundry, Azure AI Search integration) |
| **Integrasjon** | ✅ Documented | Microsoft Learn (Foundry, Azure AI Search integration) |
| **Offentlig sektor** | ⚠️ Baseline | GDPR/AI Act-kunnskap + Azure compliance docs (ikke MCP-verifisert) |
| **Kostnad** | ⚠️ Baseline | Prismodell fra Azure Pricing Calculator (per 2024 data, ikke 2026-verifisert) |
| **For arkitekten** | ⚠️ Baseline | Best practices syntetisert fra Microsoft Learn + erfaring |

24
skills/ms-ai-engineering/references/azure-ai-services/language-services-text-analytics.md
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@ -387,24 +387,24 @@ Language Services bruker **pay-per-call** modell (per text record).
| Kategori | URL | Konfidensnivå |
|----------|-----|---------------|
| **Sentiment Analysis Overview** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/sentiment-opinion-mining/overview | ✅ Verified (2026-02) |
| **Sentiment Analysis How-To** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/sentiment-opinion-mining/how-to/call-api | ✅ Verified (2026-02) |
| **Key Phrase Extraction How-To** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/key-phrase-extraction/how-to/call-api | ✅ Verified (2026-02) |
| **NER Entity Categories** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/named-entity-recognition/concepts/named-entity-categories | ✅ Verified (2026-02) |
| **Fabric Text Analytics** | https://learn.microsoft.com/en-us/fabric/data-science/ai-services/how-to-use-text-analytics | ✅ Verified (2026-02) |
| **Key Phrase Language Support** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/key-phrase-extraction/language-support | ✅ Verified (2026-02) |
| **Sentiment Language Support** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/sentiment-opinion-mining/language-support | ✅ Verified (2026-02) |
| **Custom Text Classification** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/custom-text-classification/overview | ✅ Verified (2026-02) |
| **Sentiment Analysis Overview** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/sentiment-opinion-mining/overview | ✅ Documented (2026-02) |
| **Sentiment Analysis How-To** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/sentiment-opinion-mining/how-to/call-api | ✅ Documented (2026-02) |
| **Key Phrase Extraction How-To** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/key-phrase-extraction/how-to/call-api | ✅ Documented (2026-02) |
| **NER Entity Categories** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/named-entity-recognition/concepts/named-entity-categories | ✅ Documented (2026-02) |
| **Fabric Text Analytics** | https://learn.microsoft.com/en-us/fabric/data-science/ai-services/how-to-use-text-analytics | ✅ Documented (2026-02) |
| **Key Phrase Language Support** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/key-phrase-extraction/language-support | ✅ Documented (2026-02) |
| **Sentiment Language Support** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/sentiment-opinion-mining/language-support | ✅ Documented (2026-02) |
| **Custom Text Classification** | https://learn.microsoft.com/en-us/azure/ai-services/language-service/custom-text-classification/overview | ✅ Documented (2026-02) |
### Konfidensnivå per seksjon
| Seksjon | Konfidens | Kilde |
|---------|-----------|-------|
| Introduksjon | ✅ Verified | Microsoft Learn docs (MCP-fetched) |
| Kjernekomponenter | ✅ Verified | REST API examples + model outputs fra docs |
| Arkitekturmønstre | ✅ Verified | Fabric tutorial + Synapse docs + SDK samples |
| Introduksjon | ✅ Documented | Microsoft Learn docs (MCP-fetched) |
| Kjernekomponenter | ✅ Documented | REST API examples + model outputs fra docs |
| Arkitekturmønstre | ✅ Documented | Fabric tutorial + Synapse docs + SDK samples |
| Beslutningsveiledning | ⚠️ Baseline | Best practices (modellkunnskap), ikke eksplisitt dokumentert |
| Integrasjon med MS-stakken | ✅ Verified | Power BI tutorial + SynapseML docs + Foundry quickstarts |
| Integrasjon med MS-stakken | ✅ Documented | Power BI tutorial + SynapseML docs + Foundry quickstarts |
| Offentlig sektor (Norge) | ⚠️ Baseline | GDPR-analyse (modellkunnskap) + Azure datacenter geografi |
| Kostnad og lisensiering | ⚠️ Baseline | Generell Azure pricing structure (ikke eksakte NOK-priser hentet) |
| For arkitekten (Cosmo) | ⚠️ Baseline | Arkitekturerfaringer (modellkunnskap), ikke dokumentert av Microsoft |

28
skills/ms-ai-engineering/references/azure-ai-services/speech-services-text-to-speech.md
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@ -491,16 +491,16 @@ Billable characters: `Hello, world!` = 13 tegn (ikke `<speak>` eller `<voice>`)
| Kilde | Confidence | URL |
|-------|------------|-----|
| What is Text-to-Speech? | ✅ Verified | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/text-to-speech |
| Customize voice and sound with SSML | ✅ Verified | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/speech-synthesis-markup-voice |
| How to synthesize speech from text | ✅ Verified | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/how-to-speech-synthesis |
| Text-to-Speech FAQ | ✅ Verified | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/faq-tts |
| Transparency note for TTS | ✅ Verified | https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/speech-service/text-to-speech/transparency-note |
| Language support | ✅ Verified | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/language-support?tabs=tts |
| Speech service pricing | ✅ Verified | https://azure.microsoft.com/pricing/details/cognitive-services/speech-services/ |
| Batch synthesis API | ✅ Verified | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/batch-synthesis |
| Custom neural voice | ✅ Verified | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/custom-neural-voice |
| Personal voice | ✅ Verified | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/personal-voice-overview |
| What is Text-to-Speech? | ✅ Documented | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/text-to-speech |
| Customize voice and sound with SSML | ✅ Documented | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/speech-synthesis-markup-voice |
| How to synthesize speech from text | ✅ Documented | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/how-to-speech-synthesis |
| Text-to-Speech FAQ | ✅ Documented | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/faq-tts |
| Transparency note for TTS | ✅ Documented | https://learn.microsoft.com/en-us/azure/foundry/responsible-ai/speech-service/text-to-speech/transparency-note |
| Language support | ✅ Documented | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/language-support?tabs=tts |
| Speech service pricing | ✅ Documented | https://azure.microsoft.com/pricing/details/cognitive-services/speech-services/ |
| Batch synthesis API | ✅ Documented | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/batch-synthesis |
| Custom neural voice | ✅ Documented | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/custom-neural-voice |
| Personal voice | ✅ Documented | https://learn.microsoft.com/en-us/azure/ai-services/speech-service/personal-voice-overview |
### Code Samples (Verified via MCP)
@ -512,13 +512,13 @@ Billable characters: `Hello, world!` = 13 tegn (ikke `<speak>` eller `<voice>`)
| Seksjon | Confidence | Basert på |
|---------|------------|-----------|
| Introduksjon | ✅ Verified | MCP docs_search + docs_fetch |
| Kjernekomponenter | ✅ Verified | MCP docs + code samples |
| Introduksjon | ✅ Documented | MCP docs_search + docs_fetch |
| Kjernekomponenter | ✅ Documented | MCP docs + code samples |
| Arkitekturmønstre | ⚠️ Baseline + Verified | Patterns fra docs + erfaring |
| Beslutningsveiledning | ⚠️ Baseline | Best practices (ikke eksplisitt i docs) |
| Integrasjon Microsoft-stakken | ✅ Verified (delvis) | Dokumentert for noen, baseline for andre |
| Integrasjon Microsoft-stakken | ✅ Documented (delvis) | Dokumentert for noen, baseline for andre |
| Offentlig sektor (Norge) | ⚠️ Baseline | GDPR/AI Act-vurdering ikke i MS docs |
| Kostnad og lisensiering | ✅ Verified | Pricing docs + examples |
| Kostnad og lisensiering | ✅ Documented | Pricing docs + examples |
| For arkitekten | ⚠️ Baseline | Praktisk erfaring, ikke dokumentert i MCP |
**Totalt antall MCP-kall:** 7 (4 × docs_search, 3 × docs_fetch, 1 × code_sample_search)