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Powering enterprise search with the Cohere Embed 4 multimodal embeddings model in Amazon Bedrock Artificial Intelligence

Powering enterprise search with the Cohere Embed 4 multimodal embeddings model in Amazon Bedrock Artificial Intelligence

Powering enterprise search with the Cohere Embed 4 multimodal embeddings model in Amazon BedrockArtificial Intelligence The Cohere Embed 4 multimodal embeddings model is now available as a fully managed, serverless option in Amazon Bedrock. In this post, we dive into the benefits and unique capabilities of Embed 4 for enterprise search use cases. We’ll show you how to quickly get started using Embed 4 on Amazon Bedrock, taking advantage of integrations with Strands Agents, S3 Vectors, and Amazon Bedrock AgentCore to build powerful agentic retrieval-augmented generation (RAG) workflows.

 The Cohere Embed 4 multimodal embeddings model is now available as a fully managed, serverless option in Amazon Bedrock. In this post, we dive into the benefits and unique capabilities of Embed 4 for enterprise search use cases. We’ll show you how to quickly get started using Embed 4 on Amazon Bedrock, taking advantage of integrations with Strands Agents, S3 Vectors, and Amazon Bedrock AgentCore to build powerful agentic retrieval-augmented generation (RAG) workflows. Read More  

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A guide to building AI agents in GxP environments Artificial Intelligence

A guide to building AI agents in GxP environments Artificial Intelligence

A guide to building AI agents in GxP environmentsArtificial Intelligence The regulatory landscape for GxP compliance is evolving to address the unique characteristics of AI. Traditional Computer System Validation (CSV) approaches, often with uniform validation strategies, are being supplemented by Computer Software Assurance (CSA) frameworks that emphasize flexible risk-based validation methods tailored to each system’s actual impact and complexity (FDA latest guidance). In this post, we cover a risk-based implementation, practical implementation considerations across different risk levels, the AWS shared responsibility model for compliance, and concrete examples of risk mitigation strategies.

 The regulatory landscape for GxP compliance is evolving to address the unique characteristics of AI. Traditional Computer System Validation (CSV) approaches, often with uniform validation strategies, are being supplemented by Computer Software Assurance (CSA) frameworks that emphasize flexible risk-based validation methods tailored to each system’s actual impact and complexity (FDA latest guidance). In this post, we cover a risk-based implementation, practical implementation considerations across different risk levels, the AWS shared responsibility model for compliance, and concrete examples of risk mitigation strategies. Read More  

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Multi-Agent collaboration patterns with Strands Agents and Amazon Nova Artificial Intelligence

Multi-Agent collaboration patterns with Strands Agents and Amazon Nova Artificial Intelligence

Multi-Agent collaboration patterns with Strands Agents and Amazon NovaArtificial Intelligence In this post, we explore four key collaboration patterns for multi-agent, multimodal AI systems – Agents as Tools, Swarms Agents, Agent Graphs, and Agent Workflows – and discuss when and how to apply each using the open-source AWS Strands Agents SDK with Amazon Nova models.

 In this post, we explore four key collaboration patterns for multi-agent, multimodal AI systems – Agents as Tools, Swarms Agents, Agent Graphs, and Agent Workflows – and discuss when and how to apply each using the open-source AWS Strands Agents SDK with Amazon Nova models. Read More  

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Transform Raw Data Into Real Impact KDnuggets

Transform Raw Data Into Real Impact KDnuggets

Transform Raw Data Into Real ImpactKDnuggets If you’re ready to move from simply managing data to making an impact with it, this program will give you the tools, confidence, and vision to lead in the evolving world of data science.

 If you’re ready to move from simply managing data to making an impact with it, this program will give you the tools, confidence, and vision to lead in the evolving world of data science. Read More  

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Wiz: Security lapses emerge amid the global AI race AI News

Wiz: Security lapses emerge amid the global AI race AI News

Wiz: Security lapses emerge amid the global AI raceAI News According to Wiz, the race among AI companies is causing many to overlook basic security hygiene practices. 65 percent of the 50 leading AI firms the cybersecurity firm analysed had leaked verified secrets on GitHub. The exposures include API keys, tokens, and sensitive credentials, often buried in code repositories that standard security tools do not
The post Wiz: Security lapses emerge amid the global AI race appeared first on AI News.

 According to Wiz, the race among AI companies is causing many to overlook basic security hygiene practices. 65 percent of the 50 leading AI firms the cybersecurity firm analysed had leaked verified secrets on GitHub. The exposures include API keys, tokens, and sensitive credentials, often buried in code repositories that standard security tools do not
The post Wiz: Security lapses emerge amid the global AI race appeared first on AI News. Read More  

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Meta AI Releases Omnilingual ASR: A Suite of Open-Source Multilingual Speech Recognition Models for 1600+ Languages MarkTechPost

Meta AI Releases Omnilingual ASR: A Suite of Open-Source Multilingual Speech Recognition Models for 1600+ Languages MarkTechPost

Meta AI Releases Omnilingual ASR: A Suite of Open-Source Multilingual Speech Recognition Models for 1600+ LanguagesMarkTechPost How do you build a single speech recognition system that can understand 1,000’s of languages including many that never had working ASR (automatic speech recognition) models before? Meta AI has released Omnilingual ASR, an open source speech recognition suite that scales to more than 1,600 languages and can be extended to unseen languages with only
The post Meta AI Releases Omnilingual ASR: A Suite of Open-Source Multilingual Speech Recognition Models for 1600+ Languages appeared first on MarkTechPost.

 How do you build a single speech recognition system that can understand 1,000’s of languages including many that never had working ASR (automatic speech recognition) models before? Meta AI has released Omnilingual ASR, an open source speech recognition suite that scales to more than 1,600 languages and can be extended to unseen languages with only
The post Meta AI Releases Omnilingual ASR: A Suite of Open-Source Multilingual Speech Recognition Models for 1600+ Languages appeared first on MarkTechPost. Read More  

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Chinese AI startup Moonshot outperforms GPT-5 and Claude Sonnet 4.5: What you need to know AI News

Chinese AI startup Moonshot outperforms GPT-5 and Claude Sonnet 4.5: What you need to know AI News

Chinese AI startup Moonshot outperforms GPT-5 and Claude Sonnet 4.5: What you need to knowAI News A Chinese AI startup, Moonshot, has disrupted expectations in artificial intelligence development after its Kimi K2 Thinking model surpassed OpenAI’s GPT-5 and Anthropic’s Claude Sonnet 4.5 across multiple performance benchmarks, sparking renewed debate about whether America’s AI dominance is being challenged by cost-efficient Chinese innovation. Beijing-based Moonshot AI, valued at US$3.3 billion and backed by
The post Chinese AI startup Moonshot outperforms GPT-5 and Claude Sonnet 4.5: What you need to know appeared first on AI News.

 A Chinese AI startup, Moonshot, has disrupted expectations in artificial intelligence development after its Kimi K2 Thinking model surpassed OpenAI’s GPT-5 and Anthropic’s Claude Sonnet 4.5 across multiple performance benchmarks, sparking renewed debate about whether America’s AI dominance is being challenged by cost-efficient Chinese innovation. Beijing-based Moonshot AI, valued at US$3.3 billion and backed by
The post Chinese AI startup Moonshot outperforms GPT-5 and Claude Sonnet 4.5: What you need to know appeared first on AI News. Read More