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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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Cloudflare AI Security for Apps sparks enterprise shift
Cloudflare launched its AI Security for Apps suite for enterprise customers on March 11, making tools to detect and block threats in artificial intelligence applications generally available. The cybersecurity company introduced custom content flagging capabilities and free "shadow AI" discovery features while announcing expanded partnerships with IBM and Wiz to strengthen enterprise AI protection across cloud platforms.
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Google AI sparks NHS breast cancer screening rethink
Google's artificial intelligence system for detecting breast cancer could reduce NHS screening workloads by 40% and catch previously missed cancers, according to new research published in Nature Cancer. The AI technology, developed through collaboration between Google, Imperial College London and the NHS, successfully identified 25% of cancers that human radiologists had missed during routine screenings. While initial trials across 12 London screening sites show promise, widespread NHS deployment awaits regulatory approval and further clinical testing.
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Generalized Surrogate Safety Measure disrupts collision risk assessment
Researchers have developed a new artificial intelligence model that can predict vehicle collisions 2.6 seconds before they occur, achieving 90% accuracy in testing. The system, called the Generalized Surrogate Safety Measure (GSSM), analyzes real-world driving data to identify crash risks and could revolutionize safety systems in both autonomous and human-driven vehicles, according to findings published today in Nature Machine Intelligence.
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Google’s Wiz acquisition sparks major cloud security shift
Google completed its $32 billion acquisition of cybersecurity firm Wiz on March 11, 2026, marking the largest deal in cybersecurity industry history. The all-cash transaction, which received regulatory approval from the European Commission last month, will integrate Wiz's cloud security platform into Google Cloud while maintaining support for competing cloud services from Amazon, Microsoft and Oracle.
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AMI Labs disrupts AI paradigm with ‘World Models’
Turing Award winner Yann LeCun has co-founded AMI Labs, a new artificial intelligence company that secured €850 million in funding to develop "world models"—AI systems designed to understand and predict physical reality rather than generate text. The research-focused startup, which includes top talent from Meta and leading universities, aims to challenge the dominance of Large Language Models with what it calls a fundamentally different path toward advanced AI.
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NVIDIA Nemotron 3 Nano reshapes Amazon Bedrock strategy
NVIDIA and Amazon Web Services launched Nemotron 3 Nano, a 30-billion-parameter AI model now available through Amazon Bedrock's serverless platform. The small language model uses a hybrid architecture combining Mamba and Transformer technologies to deliver enterprise-grade coding and reasoning capabilities while reducing computational costs for businesses building specialized AI applications.
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This “Concept Bottleneck” Finally Forces AI to Explain Itself
Researchers from MIT and the Polytechnic University of Milan have developed a new artificial intelligence method that automatically explains how AI models make decisions, potentially transforming high-stakes fields like medical diagnostics. The Mechanistic Concept Bottleneck Model (M-CBM) extracts and names the concepts AI systems actually use for predictions, producing more accurate and understandable explanations than previous approaches that relied on human-defined concepts.
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This New Formula Predicts Crashes Before They Happen
Researchers have developed a breakthrough AI system that predicts vehicle collisions 2.6 seconds before they occur, achieving 90% accuracy without requiring data from actual crashes. The Generalised Surrogate Safety Measure (GSSM), created by Jiao et al. and published in Nature Machine Intelligence, learns collision risk patterns from everyday driving data and was validated against 2,591 real-world crashes and near-crashes.
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OpenAI Just Acquired Security Firm Promptfoo: Here’s Why
OpenAI acquired AI security startup Promptfoo on March 9, 2026, to strengthen the safety and reliability of its enterprise AI systems. The deal will integrate Promptfoo's vulnerability detection and testing tools directly into OpenAI's platform while maintaining the startup's popular open-source offerings used by over 350,000 developers worldwide. Financial terms were not disclosed.
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IBM’s Tiny Granite AI Changes Edge Speech Forever
IBM unveiled its Granite 4.0 1B Speech model in March 2026, a compact multilingual voice recognition system that outperforms much larger competitors despite having just 1 billion parameters. The model, which topped the OpenASR leaderboard at launch, handles automatic speech recognition and two-way translation across six languages while running efficiently on edge devices and resource-limited hardware under an open Apache 2.0 license.
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Exposing Pingora’s Hidden HTTP Smuggling and Poisoning Nightmare!
Security researcher Rajat Raghav discovered three critical vulnerabilities in the open-source Pingora framework that could let attackers hijack user sessions and poison web caches. The flaws, disclosed in March 2026, affect all self-hosted Pingora deployments prior to version 0.8.0 when used as internet-facing proxies. Pingora has released version 0.8.0 to fix the vulnerabilities, while Cloudflare confirmed its CDN services were not affected.
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