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Model Deployment

242 summarised stories about Model Deployment, each linking back to the original source. Browse all topics →

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Friday, 25 September 2026

NarrateAI: production-ready LLM quality assurance on Amazon Bedrock

Amazon Web Services 2 weeks ago 40

NarrateAI engineers on Amazon Bedrock added production quality assurance around a real-time agentic LLM assistant to prevent wrong metrics and slow answers during business reviews. The system reports about 99 percent numerical accuracy while streaming responses in real time. It changes the delivery pipeline by routing queries through adaptive orchestration, cross-account multi-model failover to cut throttling, and streaming/composite evaluations that verify data accuracy as text is generated.

Meta makes the Muse filesystem even more accessible

The Verge 2 weeks ago 9 ● 26 sources

Meta’s Muse chatbot previously exposed its filesystem to users after it was discovered “yesterday,” including details it suggested it should not reveal. David Singleton said that the filesystem access when prompted is the intended behavior. As a result, Meta updates Muse so it will more readily return filesystem contents when asked.

Copilots are 20% of AI’s value. Michelin is chasing the other 80: Inside TFN’s day at HumanX Amsterdam

Tech Funding News 2 weeks ago 44

Tech Funding News’ Akansha Dimri moderated a panel with Michelin’s AI chief and a causaLens CEO, then judged HumanX Amsterdam’s AI startup pitch competition focused on scaling enterprise AI. Michelin’s internal generative AI platform has more than 30,000 users, but the panelists said only about a fifth of the company’s AI value comes from that “copilot” type usage. The event highlighted that enterprises must shift from copilots to custom models and redesigned workflows—because leadership and operational ROI, not just technology, determine whether AI becomes deployable and paid for.

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