Racism and 'poor' staff relationships factors in maternity care failings, report finds

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A small, trusted kernel: a few thousand lines of code that check every step of every proof mechanically. Everything else (the AI, the automation, the human guidance) is outside the trust boundary. Independent reimplementations of that kernel, in different languages (Lean, Rust), serve as cross-checks. You do not need to trust a complex AI or solver; you verify the proof independently with a kernel small enough to audit completely. The verification layer must be separate from the AI that generates the code. In a world where AI writes critical software, the verifier is the last line of defense. If the same vendor provides both the AI and the verification, there is a conflict of interest. Independent verification is not a philosophical preference. It is a security architecture requirement. The platform must be open source and controlled by no single vendor.

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Scaling up performance from M5 and offering the same breakthrough GPU architecture with a Neural Accelerator in each core, M5 Pro and M5 Max deliver up to 4x faster LLM prompt processing than M4 Pro and M4 Max, and up to 8x AI image generation than M1 Pro and M1 Max.2 This enables AI researchers and developers to train custom models locally, and creative professionals to leverage AI-powered tools for video editing, music production, and design work. Both chips also bring up to a 50 percent increase in graphics performance compared to M4 Pro and M4 Max,3,4 enabling motion designers to work with complex 3D scenes in real time and VFX artists to preview effects instantly. And with a faster and more power-efficient Neural Engine and higher unified memory bandwidth, the new MacBook Pro delivers incredible on-device AI capabilities. The increase in unified memory bandwidth enables complex workflows like intensive AI model training and massive video projects. M5 Pro supports up to 64GB of unified memory with up to 307GB/s of memory bandwidth, while M5 Max supports up to 128GB of unified memory with up to 614GB/s of memory bandwidth.

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