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A Coding Guide to Implement Advanced Differential Equation Solvers, Stochastic Simulations, and Neural Ordinary Differential Equations Using Diffrax and JAX

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In this tutorial, we explore how to solve differential equations and build neural differential equation models using the Diffrax library. We begin by setting up a clean computational environment and installing the required scientific computing libraries such as JAX, Diffrax, Equinox, and Optax. We then demonstrate how to solve ordinary differential equations using adaptive solvers […]

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Meet Mamba-3: A New State Space Model Frontier with 2x Smaller States and Enhanced MIMO Decoding Hardware Efficiency

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The scaling of inference-time compute has become a primary driver for Large Language Model (LLM) performance, shifting architectural focus toward inference efficiency alongside model quality. While Transformer-based architectures remain the standard, their quadratic computational complexity and linear memory requirements create significant deployment bottlenecks. A team of researchers from Carnegie Mellon University (CMU), Princeton University, Together

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‘Alright mate?’: Amazon pins UK hopes on AI upgrade of Alexa

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Long-awaited Alexa+ aims to get Britons re-engaging with their devices – but it may have its work cut out“Commiserations, mate, Chelsea lost 3-0 in the Champions League last night against Paris Saint-Germain,” says Alexa as it attempts to break the news gently to an awaiting Blues fan. Such is the injection of personality and understanding

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‘We don’t tell the car what it should do’: my ride in a self-driving taxi

ai, AI (Artificial Intelligence), Artificial Intelligence, Computing, Self-driving cars, Technology, Tesla, Waymo

Driverless ‘robotaxis’ will be accepting fares in Britain’s biggest city by the end of next year. Can they deal with London’s medieval roads, hordes of pedestrians and errant ebikers? I got in the passenger seat to find out‘I’m really excited to show you this,” says Alex Kendall, the CEO of Wayve, as he gets behind

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Inside China’s robotics revolution

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How close are we to the sci-fi vision of autonomous humanoid robots? I visited 11 companies in five Chinese cities to find out Chen Liang, the founder of Guchi Robotics, an automation company headquartered in Shanghai, is a tall, heavy-set man in his mid-40s with square-rimmed glasses. His everyday manner is calm and understated, but

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Tsinghua and Ant Group Researchers Unveil a Five-Layer Lifecycle-Oriented Security Framework to Mitigate Autonomous LLM Agent Vulnerabilities in OpenClaw

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Autonomous LLM agents like OpenClaw are shifting the paradigm from passive assistants to proactive entities capable of executing complex, long-horizon tasks through high-privilege system access. However, a security analysis research report from Tsinghua University and Ant Group reveals that OpenClaw’s ‘kernel-plugin’ architecture—anchored by a pi-coding-agent serving as the Minimal Trusted Computing Base (TCB)—is vulnerable to

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AI software for smart glasses wins £1m prize for technology to help people with dementia

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Glasses use verbal cues and floating text to assist wearers and are expected to be available in early 2027AI software that can be embedded into smart glasses has won a £1m prize for technology to help people with dementia.Built into chunky, black-rimmed frames that have a camera, microphone and speakers, the tech – known as

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Baidu Qianfan Team Releases Qianfan-OCR: A 4B-Parameter Unified Document Intelligence Model

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The Baidu Qianfan Team introduced Qianfan-OCR, a 4B-parameter end-to-end model designed to unify document parsing, layout analysis, and document understanding within a single vision-language architecture. Unlike traditional multi-stage OCR pipelines that chain separate modules for layout detection and text recognition, Qianfan-OCR performs direct image-to-Markdown conversion and supports prompt-driven tasks like table extraction and document question

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Actors, musicians and writers welcome UK U-turn on AI copyright

ai, AI (Artificial Intelligence), Artificial Intelligence, Arts policy, Computing, Labour, Liz Kendall, Politics, Technology, UK news

Technology secretary says government no longer prefers plan to allow tech firms to take copyrighted workActors, musicians and writers have welcomed the UK government’s decision to backtrack on plans to let AI firms use copyright-protected work without permission.Technology secretary Liz Kendall said it no longer had a “preferred option” on copyright reform, having previously supported

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Val Kilmer set to be be resurrected with AI for new film

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As Deep As the Grave, the true story of 1920s archeologists, will bring late actor back with support from his estateVal Kilmer is set to be the latest Hollywood star to be resurrected by AI. The acting legend, who died last year at age 65, will star in the drama As Deep As the Grave.Kilmer

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