Decoded©
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New CloudWatch metrics reshape Amazon Bedrock latency management
Amazon Web Services launched two new monitoring tools for its Bedrock AI platform on Monday, giving developers real-time visibility into their generative AI applications' performance and resource usage. The CloudWatch metrics—TimeToFirstToken and EstimatedTPMQuotaUsage—measure response times for streaming AI requests and track token consumption to prevent service disruptions, enabling teams to build more reliable AI-powered applications without additional client-side monitoring.
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Google Groundsource disrupts natural disaster prediction with Gemini
Google unveiled Groundsource in March 2026, an AI system that uses its Gemini language model to convert global news reports into structured data for predicting natural disasters. The technology has already analyzed millions of articles to create a public dataset of 2.6 million urban flash flood events across 150 countries, enabling forecasts up to 24 hours in advance.
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AgentRx framework disrupts systematic AI agent debugging
Microsoft Research unveiled AgentRx on March 12, 2026, an open-source framework that automatically diagnoses why AI agents fail during complex tasks. The tool pinpoints the exact step where an agent's process becomes unrecoverable, achieving 23.6% better accuracy than existing methods in tests on 115 failed AI trajectories.
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Anthropic-DoD legal dispute sparks AI national security clash
AI company Anthropic sued the Department of Defense in federal court after the Pentagon designated it a "supply chain risk" on February 27, 2026, effectively barring the firm from government contracts. The designation came after Anthropic refused to remove ethical restrictions preventing its Claude AI models from being used for mass surveillance and autonomous weapons systems.
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Diamfab’s nuclear battery breakthrough reshapes space tech partnerships
French startup Diamfab has successfully developed a prototype nuclear battery that runs for 20 years without maintenance, partnering with STMicroelectronics and France's Atomic Energy Commission. The breakthrough device uses synthetic diamonds to convert radioactive tritium decay into electricity, with pilot production now underway in Isère targeting space exploration and other high-value markets by 2026.
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Lemrock AI sparks agentic commerce shift with €6M
Paris-based startup Lemrock AI raised €6 million on March 11, 2026, to build infrastructure that enables brands to sell products directly through conversational AI platforms like ChatGPT and Google Gemini. The funding round, led by venture capital firm Galion.exe, will help the company expand its middleware technology that already connects over 60 retailers—including Maisons du Monde and Cdiscount—to AI-driven chat interfaces.
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Databricks acquires Quotient AI, reshaping AI agent evaluation
Databricks announced Wednesday it has acquired Quotient AI, a startup that specializes in evaluating and improving artificial intelligence agents in production environments. The deal, whose financial terms were not disclosed, will integrate Quotient's testing and reinforcement learning technology into Databricks' AI platform to help enterprises build more reliable automated systems.
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OpenAI’s planned Sora integration sparks ChatGPT video shift
OpenAI plans to integrate its Sora video generation model directly into ChatGPT, according to sources familiar with the company's plans reported by The Information on March 11, 2026. The move would bring advanced AI video creation capabilities to millions of ChatGPT users through the platform's main chat interface, marking a major expansion of the service's features.
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UltraEdge sparks €400M French data center network shift
UltraEdge, a joint venture between Morgan Stanley Infrastructure Partners and Altice France, has launched a €400 million initiative to build France's first nationwide independent data center network by 2028. The company opened its first regional hub in Bordeaux this week, part of a plan to establish up to nine interconnected facilities across the country using 257 existing sites from Altice's SFR subsidiary.
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