Updates of Azure at 2025-11-20

November 20, 2025

ai-foundry

ai-services

concept-face-liveness-detection.md (history)
liveness-detection-shared-responsibility.md (history)
overview.md (history)
whats-new.md (history)
multi-service-resource.md (history)
whats-new-ai-services.md (history)
anomaly-detector-container-configuration.md Added!! (history)
anomaly-detector-container-howto.md Added!! (history)
overview.md Added!! (history)
regions.md Added!! (history)
service-limits.md Added!! (history)
whats-new.md Added!! (history)
authentication.md Added!! (history)
autoscale.md Added!! (history)
cognitive-services-container-support.md Added!! (history)
cognitive-services-custom-subdomains.md Added!! (history)
cognitive-services-data-loss-prevention.md Added!! (history)
cognitive-services-environment-variables.md Added!! (history)
cognitive-services-limited-access.md Added!! (history)
cognitive-services-support-options.md Added!! (history)
cognitive-services-virtual-networks.md Added!! (history)
commitment-tier.md Added!! (history)
category-taxonomy.md Added!! (history)
computer-vision-how-to-install-containers.md Added!! (history)
computer-vision-resource-container-config.md Added!! (history)
concept-background-removal.md Added!! (history)
concept-brand-detection.md Added!! (history)
concept-categorizing-images.md Added!! (history)
concept-describe-images-40.md Added!! (history)
concept-describing-images.md Added!! (history)
concept-detecting-adult-content.md Added!! (history)
concept-detecting-color-schemes.md Added!! (history)
concept-detecting-domain-content.md Added!! (history)
concept-detecting-faces.md Added!! (history)
concept-detecting-image-types.md Added!! (history)
concept-face-detection.md Added!! (history)
concept-face-liveness-detection.md Added!! (history)
concept-face-recognition-data-structures.md Added!! (history)
concept-face-recognition.md Added!! (history)
concept-generate-thumbnails-40.md Added!! (history)
concept-generating-thumbnails.md Added!! (history)
concept-image-retrieval.md Added!! (history)
concept-liveness-abuse-monitoring.md Added!! (history)
concept-object-detection-40.md Added!! (history)
concept-object-detection.md Added!! (history)
concept-ocr.md Added!! (history)
concept-people-detection.md Added!! (history)
concept-tag-images-40.md Added!! (history)
concept-tagging-images.md Added!! (history)
enrollment-overview.md Added!! (history)
identity-api-reference.md Added!! (history)
identity-encrypt-data-at-rest.md Added!! (history)
identity-quotas-limits.md Added!! (history)
language-support.md Added!! (history)
liveness-detection-shared-responsibility.md Added!! (history)
migration-options.md Added!! (history)
overview-identity.md Added!! (history)
overview-image-analysis.md Added!! (history)
overview-ocr.md Added!! (history)
overview-vision-studio.md Added!! (history)
overview.md Added!! (history)
read-container-migration-guide.md Added!! (history)
reference-face-error-codes.md Added!! (history)
upgrade-api-versions.md Added!! (history)
use-case-alt-text.md Added!! (history)
use-case-identity-verification.md Added!! (history)
whats-new.md Added!! (history)
connect-services-ai-foundry-portal.md Added!! (history)
azure-container-instance-recipe.md Added!! (history)
container-reuse-recipe.md Added!! (history)
disconnected-containers.md Added!! (history)
docker-compose-recipe.md Added!! (history)
api-reference.md Added!! (history)
client-libraries.md Added!! (history)
encrypt-data-at-rest.md Added!! (history)
export-delete-data.md Added!! (history)
image-lists-quickstart-dotnet.md Added!! (history)
image-moderation-api.md Added!! (history)
language-support.md Added!! (history)
overview.md Added!! (history)
samples-dotnet.md Added!! (history)
samples-rest.md Added!! (history)
term-lists-quickstart-dotnet.md Added!! (history)
text-moderation-api.md Added!! (history)
video-moderation-api.md Added!! (history)
language-support.md Added!! (history)
limited-access.md Added!! (history)
overview.md Added!! (history)
quickstart-blocklist.md Added!! (history)
quickstart-custom-categories.md Added!! (history)
quickstart-groundedness.md Added!! (history)
quickstart-image.md Added!! (history)
quickstart-jailbreak.md Added!! (history)
quickstart-multimodal.md Added!! (history)
quickstart-protected-material-code.md Added!! (history)
quickstart-protected-material.md Added!! (history)
quickstart-task-adherence.md Added!! (history)
quickstart-text.md Added!! (history)
whats-new.md Added!! (history)
choosing-right-ai-tool.md Added!! (history)
foundry-vs-content-understanding-studio.md Added!! (history)
glossary.md Added!! (history)
language-region-support.md Added!! (history)
overview.md Added!! (history)
pricing-explainer.md Added!! (history)
service-limits.md Added!! (history)
whats-new.md Added!! (history)
create-account-resource-manager-template.md Added!! (history)
copy-move-projects.md Added!! (history)
custom-vision-onnx-windows-ml.md Added!! (history)
encrypt-data-at-rest.md Added!! (history)
export-delete-data.md Added!! (history)
export-model-python.md Added!! (history)
export-programmatically.md Added!! (history)
export-your-model.md Added!! (history)
get-started-build-detector.md Added!! (history)
getting-started-build-a-classifier.md Added!! (history)
getting-started-improving-your-classifier.md Added!! (history)
limits-and-quotas.md Added!! (history)
migration-options.md Added!! (history)
overview.md Added!! (history)
role-based-access-control.md Added!! (history)
select-domain.md Added!! (history)
storage-integration.md Added!! (history)
suggested-tags.md Added!! (history)
test-your-model.md Added!! (history)
use-prediction-api.md Added!! (history)
whats-new.md Added!! (history)
diagnostic-logging.md Added!! (history)
disable-local-auth.md Added!! (history)
model-overview.md Added!! (history)
overview.md Added!! (history)
service-limits.md Added!! (history)
studio-overview.md Added!! (history)
whats-new.md Added!! (history)
cognitive-services-encryption-keys-portal.md Added!! (history)
how-to-cache-token.md Added!! (history)
how-to-configure-read-aloud.md Added!! (history)
how-to-configure-translation.md Added!! (history)
how-to-create-immersive-reader.md Added!! (history)
how-to-customize-launch-button.md Added!! (history)
how-to-launch-immersive-reader.md Added!! (history)
how-to-multiple-resources.md Added!! (history)
how-to-prepare-html.md Added!! (history)
how-to-store-user-preferences.md Added!! (history)
language-support.md Added!! (history)
overview.md Added!! (history)
reference.md Added!! (history)
release-notes.md Added!! (history)
security-how-to-update-role-assignment.md Added!! (history)
tutorial-ios-picture-immersive-reader.md Added!! (history)
ai-services-intro.md Added!! (history)
cognitive-services-about-encryption.md Added!! (history)
cognitive-services-anomaly-detector-data-requirements.md Added!! (history)
cognitive-services-containers-api-documentation.md Added!! (history)
cognitive-services-containers-configuration-shared-settings-application-insights.md Added!! (history)
cognitive-services-containers-configuration-shared-settings-eula.md Added!! (history)
cognitive-services-containers-configuration-shared-settings-fluentd.md Added!! (history)
cognitive-services-containers-configuration-shared-settings-http-proxy.md Added!! (history)
cognitive-services-containers-configuration-shared-settings-logging.md Added!! (history)
cognitive-services-containers-configuration-shared-settings-table.md Added!! (history)
cognitive-services-containers-docker-list-tip.md Added!! (history)
cognitive-services-containers-host-computer.md Added!! (history)
cognitive-services-containers-how-to-billing-info.md Added!! (history)
cognitive-services-containers-license-update.md Added!! (history)
cognitive-services-containers-request-access.md Added!! (history)
cognitive-services-containers-run-multiple-same-host.md Added!! (history)
cognitive-services-containers-stop.md Added!! (history)
cognitive-services-custom-subdomains-note.md Added!! (history)
cognitive-services-luis-roles-not-supported-in-batch-testing.md Added!! (history)
cognitive-services-luis-tutorial-how-to-clean-up-resources.md Added!! (history)
configure-customer-managed-keys.md Added!! (history)
key-vault-cli-authentication.md Added!! (history)
luis-qnamaker-shared-concept.md Added!! (history)
preview-feature.md Added!! (history)
register-resource-subscription.md Added!! (history)
overview.md Added!! (history)
whats-new.md Added!! (history)
language-support.md Added!! (history)
app-schema-definition.md Added!! (history)
choose-natural-language-processing-service.md Added!! (history)
client-libraries-rest-api.md Added!! (history)
data-collection.md Added!! (history)
developer-reference-resource.md Added!! (history)
encrypt-data-at-rest.md Added!! (history)
faq.md Added!! (history)
get-started-get-model-rest-apis.md Added!! (history)
how-to-application-settings-portal.md Added!! (history)
howto-add-prebuilt-models.md Added!! (history)
luis-concept-data-alteration.md Added!! (history)
luis-concept-data-extraction.md Added!! (history)
luis-concept-data-storage.md Added!! (history)
luis-concept-devops-automation.md Added!! (history)
luis-concept-devops-sourcecontrol.md Added!! (history)
luis-concept-devops-testing.md Added!! (history)
luis-concept-model.md Added!! (history)
luis-concept-prebuilt-model.md Added!! (history)
luis-concept-prediction-score.md Added!! (history)
luis-container-configuration.md Added!! (history)
luis-container-howto.md Added!! (history)
luis-container-limitations.md Added!! (history)
luis-get-started-create-app.md Added!! (history)
luis-get-started-get-intent-from-browser.md Added!! (history)
luis-glossary.md Added!! (history)
luis-how-to-azure-subscription.md Added!! (history)
luis-how-to-batch-test.md Added!! (history)
luis-how-to-collaborate.md Added!! (history)
luis-how-to-manage-versions.md Added!! (history)
luis-how-to-model-intent-pattern.md Added!! (history)
luis-how-to-use-dashboard.md Added!! (history)
luis-language-support.md Added!! (history)
luis-limits.md Added!! (history)
luis-reference-application-settings.md Added!! (history)
luis-reference-prebuilt-age.md Added!! (history)
luis-reference-prebuilt-currency.md Added!! (history)
luis-reference-prebuilt-datetimev2.md Added!! (history)
luis-reference-prebuilt-deprecated.md Added!! (history)
luis-reference-prebuilt-dimension.md Added!! (history)
luis-reference-prebuilt-domains.md Added!! (history)
luis-reference-prebuilt-email.md Added!! (history)
luis-reference-prebuilt-entities.md Added!! (history)
luis-reference-prebuilt-geographyv2.md Added!! (history)
luis-reference-prebuilt-keyphrase.md Added!! (history)
luis-reference-prebuilt-number.md Added!! (history)
luis-reference-prebuilt-ordinal-v2.md Added!! (history)
luis-reference-prebuilt-ordinal.md Added!! (history)
luis-reference-prebuilt-percentage.md Added!! (history)
luis-reference-prebuilt-person.md Added!! (history)
luis-reference-prebuilt-phonenumber.md Added!! (history)
luis-reference-prebuilt-sentiment.md Added!! (history)
luis-reference-prebuilt-temperature.md Added!! (history)
luis-reference-prebuilt-url.md Added!! (history)
luis-reference-regions.md Added!! (history)
luis-reference-response-codes.md Added!! (history)
luis-traffic-manager.md Added!! (history)
luis-tutorial-bing-spellcheck.md Added!! (history)
luis-tutorial-node-import-utterances-csv.md Added!! (history)
luis-user-privacy.md Added!! (history)
reference-entity-list.md Added!! (history)
reference-entity-machine-learned-entity.md Added!! (history)
reference-entity-pattern-any.md Added!! (history)
reference-entity-regular-expression.md Added!! (history)
reference-entity-simple.md Added!! (history)
reference-pattern-syntax.md Added!! (history)
role-based-access-control.md Added!! (history)
schema-change-prediction-runtime.md Added!! (history)
what-is-luis.md Added!! (history)
whats-new.md Added!! (history)
cost-management.md Added!! (history)
data-feeds-from-different-sources.md Added!! (history)
encryption.md Added!! (history)
glossary.md Added!! (history)
overview.md Added!! (history)
whats-new.md Added!! (history)
multi-service-resource.md Added!! (history)
concept-active-inactive-events.md Added!! (history)
concept-active-learning.md Added!! (history)
concept-apprentice-mode.md Added!! (history)
concept-auto-optimization.md Added!! (history)
concept-multi-slot-personalization.md Added!! (history)
concept-rewards.md Added!! (history)
concepts-exploration.md Added!! (history)
concepts-features.md Added!! (history)
concepts-offline-evaluation.md Added!! (history)
concepts-reinforcement-learning.md Added!! (history)
concepts-scalability-performance.md Added!! (history)
encrypt-data-at-rest.md Added!! (history)
how-personalizer-works.md Added!! (history)
how-to-create-resource.md Added!! (history)
how-to-feature-evaluation.md Added!! (history)
how-to-inference-explainability.md Added!! (history)
how-to-learning-behavior.md Added!! (history)
how-to-manage-model.md Added!! (history)
how-to-multi-slot.md Added!! (history)
how-to-offline-evaluation.md Added!! (history)
how-to-settings.md Added!! (history)
how-to-thick-client.md Added!! (history)
quickstart-personalizer-sdk.md Added!! (history)
responsible-characteristics-and-limitations.md Added!! (history)
responsible-data-and-privacy.md Added!! (history)
responsible-guidance-integration.md Added!! (history)
responsible-use-cases.md Added!! (history)
terminology.md Added!! (history)
tutorial-use-azure-notebook-generate-loop-data.md Added!! (history)
tutorial-use-personalizer-chat-bot.md Added!! (history)
tutorial-use-personalizer-web-app.md Added!! (history)
what-is-personalizer.md Added!! (history)
whats-new.md Added!! (history)
where-can-you-use-personalizer.md Added!! (history)
policy-reference.md Added!! (history)
choose-natural-language-processing-service.md Added!! (history)
encrypt-data-at-rest.md Added!! (history)
limits.md Added!! (history)
reference-app-service.md Added!! (history)
reference-document-format-guidelines.md Added!! (history)
reference-markdown-format.md Added!! (history)
reference-private-endpoint.md Added!! (history)
reference-tsv-format-batch-testing.md Added!! (history)
troubleshooting.md Added!! (history)
whats-new.md Added!! (history)
recover-purge-resources.md Added!! (history)
rest-api-resources.md Added!! (history)
sdk-package-resources.md Added!! (history)
responsible-use-of-ai-overview.md Added!! (history)
rotate-keys.md Added!! (history)
security-controls-policy.md Added!! (history)
security-features.md Added!! (history)
audio-processing-overview.md Added!! (history)
audio-processing-speech-sdk.md Added!! (history)
batch-synthesis-properties.md Added!! (history)
batch-synthesis.md Added!! (history)
batch-transcription-audio-data.md Added!! (history)
batch-transcription-create.md Added!! (history)
batch-transcription-get.md Added!! (history)
batch-transcription.md Added!! (history)
bring-your-own-storage-speech-resource-speech-to-text.md Added!! (history)
bring-your-own-storage-speech-resource.md Added!! (history)
call-center-overview.md Added!! (history)
call-center-quickstart.md Added!! (history)
call-center-telephony-integration.md Added!! (history)
captioning-concepts.md Added!! (history)
captioning-quickstart.md Added!! (history)
custom-keyword-basics.md Added!! (history)
custom-neural-voice-lite.md Added!! (history)
custom-neural-voice.md Added!! (history)
custom-speech-overview.md Added!! (history)
customize-pronunciation.md Added!! (history)
display-text-format.md Added!! (history)
embedded-speech-performance-evaluations.md Added!! (history)
embedded-speech.md Added!! (history)
fast-transcription-create.md Added!! (history)
gaming-concepts.md Added!! (history)
get-speech-recognition-results.md Added!! (history)
get-started-speech-to-text.md Added!! (history)
get-started-speech-translation.md Added!! (history)
get-started-stt-diarization.md Added!! (history)
get-started-text-to-speech.md Added!! (history)
high-definition-voices.md Added!! (history)
how-to-audio-content-creation.md Added!! (history)
how-to-bring-your-own-model.md Added!! (history)
how-to-configure-azure-ad-auth.md Added!! (history)
how-to-configure-openssl-linux.md Added!! (history)
how-to-control-connections.md Added!! (history)
how-to-custom-speech-create-project.md Added!! (history)
how-to-custom-speech-deploy-model.md Added!! (history)
how-to-custom-speech-display-text-format.md Added!! (history)
how-to-custom-speech-evaluate-data.md Added!! (history)
how-to-custom-speech-human-labeled-transcriptions.md Added!! (history)
how-to-custom-speech-inspect-data.md Added!! (history)
how-to-custom-speech-model-and-endpoint-lifecycle.md Added!! (history)
how-to-custom-speech-test-and-train.md Added!! (history)
how-to-custom-speech-train-model.md Added!! (history)
how-to-custom-speech-transcription-editor.md Added!! (history)
how-to-custom-speech-upload-data.md Added!! (history)
how-to-custom-voice-training-data.md Added!! (history)
how-to-get-speech-session-id.md Added!! (history)
how-to-lower-speech-synthesis-latency.md Added!! (history)
how-to-pronunciation-assessment.md Added!! (history)
how-to-recognize-speech.md Added!! (history)
how-to-select-audio-input-devices.md Added!! (history)
how-to-speech-synthesis-viseme.md Added!! (history)
how-to-speech-synthesis.md Added!! (history)
how-to-track-speech-sdk-memory-usage.md Added!! (history)
how-to-translate-speech.md Added!! (history)
how-to-use-audio-input-streams.md Added!! (history)
how-to-use-codec-compressed-audio-input-streams.md Added!! (history)
how-to-use-logging.md Added!! (history)
how-to-voice-live-function-calling.md Added!! (history)
improve-accuracy-phrase-list.md Added!! (history)
ingestion-client.md Added!! (history)
keyword-recognition-guidelines.md Added!! (history)
keyword-recognition-overview.md Added!! (history)
known-issues.md Added!! (history)
language-identification.md Added!! (history)
language-learning-overview.md Added!! (history)
language-learning-with-pronunciation-assessment.md Added!! (history)
language-support.md Added!! (history)
llm-speech.md Added!! (history)
logging-audio-transcription.md Added!! (history)
migrate-2024-11-15.md Added!! (history)
migrate-2025-10-15.md Added!! (history)
migrate-intent-recognition.md Added!! (history)
migrate-to-batch-synthesis.md Added!! (history)
migrate-to-custom-voice-api.md Added!! (history)
migrate-v3-0-to-v3-1.md Added!! (history)
migrate-v3-1-to-v3-2.md Added!! (history)
multi-device-conversation.md Added!! (history)
openai-speech.md Added!! (history)
openai-voices.md Added!! (history)
overview.md Added!! (history)
personal-voice-create-consent.md Added!! (history)
personal-voice-create-project.md Added!! (history)
personal-voice-create-voice.md Added!! (history)
personal-voice-how-to-use.md Added!! (history)
personal-voice-overview.md Added!! (history)
power-automate-batch-transcription.md Added!! (history)
professional-voice-create-consent.md Added!! (history)
professional-voice-create-project.md Added!! (history)
professional-voice-create-training-set.md Added!! (history)
professional-voice-deploy-endpoint.md Added!! (history)
professional-voice-train-voice.md Added!! (history)
pronunciation-assessment-tool.md Added!! (history)
record-custom-voice-samples.md Added!! (history)
regions.md Added!! (history)
releasenotes.md Added!! (history)
resiliency-and-recovery-plan.md Added!! (history)
rest-speech-to-text-short.md Added!! (history)
rest-speech-to-text.md Added!! (history)
rest-text-to-speech.md Added!! (history)
role-based-access-control.md Added!! (history)
sovereign-clouds.md Added!! (history)
speech-container-batch-processing.md Added!! (history)
speech-container-configuration.md Added!! (history)
speech-container-cstt.md Added!! (history)
speech-container-howto-on-premises.md Added!! (history)
speech-container-howto.md Added!! (history)
speech-container-lid.md Added!! (history)
speech-container-ntts.md Added!! (history)
speech-container-overview.md Added!! (history)
speech-container-stt.md Added!! (history)
speech-devices.md Added!! (history)
speech-encryption-of-data-at-rest.md Added!! (history)
speech-sdk-microphone.md Added!! (history)
speech-sdk.md Added!! (history)
speech-service-vnet-service-endpoint.md Added!! (history)
speech-services-private-link.md Added!! (history)
speech-services-quotas-and-limits.md Added!! (history)
speech-ssml-phonetic-sets.md Added!! (history)
speech-studio-overview.md Added!! (history)
speech-synthesis-markup-pronunciation.md Added!! (history)
speech-synthesis-markup-structure.md Added!! (history)
speech-synthesis-markup-voice.md Added!! (history)
speech-synthesis-markup.md Added!! (history)
speech-to-text.md Added!! (history)
speech-translation.md Added!! (history)
spx-basics.md Added!! (history)
spx-batch-operations.md Added!! (history)
spx-data-store-configuration.md Added!! (history)
spx-output-options.md Added!! (history)
spx-overview.md Added!! (history)
swagger-documentation.md Added!! (history)
text-to-speech.md Added!! (history)
troubleshooting.md Added!! (history)
video-translation-get-started.md Added!! (history)
video-translation-overview.md Added!! (history)
voice-conversion.md Added!! (history)
voice-live-agents-quickstart.md Added!! (history)
voice-live-api-reference.md Added!! (history)
voice-live-how-to-customize.md Added!! (history)
voice-live-how-to.md Added!! (history)
voice-live-language-support.md Added!! (history)
voice-live-quickstart.md Added!! (history)
voice-live-telephony.md Added!! (history)
voice-live.md Added!! (history)
whisper-overview.md Added!! (history)
faq.md Added!! (history)
language-support.md Added!! (history)
overview.md Added!! (history)
secure-deployment.md Added!! (history)
service-limits.md Added!! (history)
whats-new.md Added!! (history)
use-key-vault.md Added!! (history)
what-are-ai-services.md Added!! (history)
whats-new-ai-services.md Added!! (history)

aks

api-center

agent-to-agent-overview.md Added!! (history)
register-discover-mcp-server.md (history)
register-manage-agents.md Added!! (history)

api-management

app-service

azure-arc

azure-functions

azure-monitor

azure-netapp-files

azure-vmware

azure-web-pubsub

howto-web-pubsub-write-upstream-server.md Added!! (history)

backup

backup-support-matrix-mars-agent.md (history)

confidential-computing

virtual-machine-metablob-disk.md (history)

container-apps

compose-agent.md Added!! (history)
premium-ingress.md (history)

copilot

cosmos-db

cost-management-billing

defender-for-cloud

dev-box

dns

dns-security-policy.md (history)

firmware-analysis

frontdoor

websocket.md (history)

includes

iot-operations

kubernetes-fleet

concepts-fleet-managed-namespace.md (history)

managed-grafana

agent-framework-dashboard.md Added!! (history)
agent-framework-workflow-dashboard.md Added!! (history)
azure-ai-foundry-dashboard.md Added!! (history)

migrate

how-to-create-azure-vmware-solution-assessment.md (history)

mysql

nat-gateway

network-watcher

operations

configuration-enrollment-troubleshoot.md Added!! (history)
configuration-enrollment.md Added!! (history)
configuration-overview.md Added!! (history)
preview-register.md Added!! (history)
observability.md Added!! (history)
optimization.md Added!! (history)
overview.md Added!! (history)
resiliency.md Added!! (history)
security.md Added!! (history)

ai-foundry

ai-services

aks

api-center

api-management

app-service

app-testing

application-gateway

azure-app-configuration

azure-arc

azure-functions

azure-monitor

azure-netapp-files

azure-vmware

azure-web-pubsub

backup

confidential-computing

container-apps

copilot

cosmos-db

cost-management-billing

defender-for-cloud

dev-box

dns

firmware-analysis

frontdoor

includes

iot-operations

kubernetes-fleet

managed-grafana

migrate

mysql

nat-gateway

network-watcher

operations

postgresql

redis

reliability

resiliency

role-based-access-control

search

sentinel

service-bus-messaging

storage

virtual-machine-scale-sets

virtual-machines

virtual-network

virtual-network-manager