diff --git a/ai/ai-speech/README.md b/ai/ai-speech/README.md
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--- a/ai/ai-speech/README.md
+++ b/ai/ai-speech/README.md
@@ -2,7 +2,7 @@
 
 OCI Speech is an AI service that applies automatic speech recognition technology to transform audio-based content into text. Developers can easily make API calls to integrate OCI Speech’s pre-trained models into their applications. OCI Speech can be used for accurate, text-normalized, time-stamped transcription via the console and REST APIs as well as command-line interfaces or SDKs. You can also use OCI Speech in an OCI Data Science notebook session. With OCI Speech, you can filter profanities, get confidence scores for both single words and complete transcriptions, and more.
 
-Reviewed: 13.11.2024
+Reviewed: 12.05.2025
 
 # Table of Contents
  
@@ -17,7 +17,7 @@ Reviewed: 13.11.2024
  
 # Team Publications
 - [AI Meetings: Meetings transcription](https://www.oracle.com/artificial-intelligence/automate-meeting-transcriptions/)
-- [Search Documents stored in Object Storage using Opensearch, Generative AI, Semantic Search, RAG](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3762)
+- [Create Podcasts with Generative AI](https://www.oracle.com/artificial-intelligence/create-podcasts-with-generative-ai/)
 
 ## Reusable Assets Overview
 
@@ -36,18 +36,19 @@ Reviewed: 13.11.2024
 - [Podcast Generator](https://github.com/oracle-devrel/technology-engineering/tree/main/ai/ai-speech/podcast-generator)
 
 ## Architecture Center
-
+- [Implement a web-based user interface for interacting with Oracle Cloud Infrastructure Generative AI Agents](https://docs.oracle.com/en/solutions/oci-genai-speech/index.html)
 - [Use OCI Speech to transcribe natural language](https://docs.oracle.com/en/solutions/ai-speech/index.html)
 
 ## LiveLabs and Workshops
  
 - [Introduction to OCI Speech](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3135&clear=RR,180&session=106771425893627)
-
+- [Search Documents stored in Object Storage using Opensearch, Generative AI, Semantic Search, RAG](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3762)
+- [Detect and manage offensive behavior in YouTube videos using OCI Data Science, OCI Language, and OCI Speech integrated with APEX](https://apexapps.oracle.com/pls/apex/r/dbpm/livelabs/view-workshop?wid=3867&clear=RR,180&session=110244305190461)
 
 # Useful Links
  
 - [AI Solutions Hub](https://www.oracle.com/artificial-intelligence/solutions/)
-- [Oracle AI Speech on oracle.com](https://www.oracle.com/uk/artificial-intelligence/speech/)
+- [Oracle AI Speech on oracle.com](https://www.oracle.com/artificial-intelligence/speech/)
 - [Oracle AI Speech documentation](https://docs.oracle.com/en-us/iaas/Content/speech/home.htm)
 - [Oracle Speech AI service now supports diarization](https://blogs.oracle.com/ai-and-datascience/post/oracle-speech-ai-service-now-supports-diarization)