Ben Jennings on the Met’s interest in using Palantir AI technology – cartoon
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Chinese hackers are using everyday devices to hack UK firms, warns watchdog
Britain’s cybersecurity agency says companies must step up vigilance to prevent espionage attacksBusiness live – latest updatesBritish businesses are being urged to step up their vigilance against a China-linked hacking ploy that uses everyday devices for espionage.The UK’s National Cyber Security Centre (NCSC) and agencies in nine other countries have warned of persistent attempts by
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Criminal gangs profiting as child sexual abuse websites double, experts say
Analyst who worked on Internet Watch Foundation report says content exists ‘across all social media platforms’ and is ‘very easy’ to findThe number of commercial child sexual abuse websites has doubled in a year as experts say that criminal gangs are making “huge profits” from online sexual exploitation.According to data collected by the Internet Watch
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Google Cloud AI Research Introduces ReasoningBank: A Memory Framework that Distills Reasoning Strategies from Agent Successes and Failures
Most AI agents today have a fundamental amnesia problem. Deploy one to browse the web, resolve GitHub issues, or navigate a shopping platform, and it approaches every single task as if it has never seen anything like it before. No matter how many times it has stumbled on the same type of problem, it repeats
Tesla reports mixed financial results as Musk pivots automaker to AI and robots
Figures fail to significantly buoy stock as firm admits ‘significant effort and hard work’ needed to achieve goalsTesla reported its first-quarter earnings on Wednesday, disclosing some better-than-expected results but faltering in some key areas. The report failed to significantly buoy Tesla’s stock, which has limped along this year while its CEO, Elon Musk, has tried
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To be human is to live with friction. That’s something AI boosters will never understand | Alexander Hurst
We’re being sold a world where there’s no room for reflection or spontaneity. This is the Black Mirror stage of capitalismHow fast do you have to strike a match to get it to light? Not the chemistry of the ignition, but the actual speed, in metres per second, that the little piece of wood and
Xiaomi Releases MiMo-V2.5-Pro and MiMo-V2.5: Matching Frontier Model Benchmarks at Significantly Lower Token Cost
Xiaomi MiMo team publicly released two new models: MiMo-V2.5-Pro and MiMo-V2.5. The benchmarks, combined with some genuinely striking real-world task demos, make a compelling case that open agentic AI is catching up to the frontier faster than most expected. Both models are available immediately via API, and priced competitively. What is an Agentic Model, and
How to Design a Production-Grade CAMEL Multi-Agent System with Planning, Tool Use, Self-Consistency, and Critique-Driven Refinement
In this tutorial, we implement an advanced agentic AI system using the CAMEL framework, orchestrating multiple specialized agents to collaboratively solve a complex task. We design a structured multi-agent pipeline consisting of a planner, researcher, writer, critic, and rewriter, each with clearly defined responsibilities and schema-constrained outputs. We integrate tool usage, self-consistency sampling, structured validation
Alibaba Qwen Team Releases Qwen3.6-27B: A Dense Open-Weight Model Outperforming 397B MoE on Agentic Coding Benchmarks
Alibaba’s Qwen Team has released Qwen3.6-27B, the first dense open-weight model in the Qwen3.6 family — and arguably the most capable 27-billion-parameter model available today for coding agents. It brings substantial improvements in agentic coding, a novel Thinking Preservation mechanism, and a hybrid architecture that blends Gated DeltaNet linear attention with traditional self-attention — all
A Detailed Implementation on Equinox with JAX Native Modules, Filtered Transforms, Stateful Layers, and End-to-End Training Workflows
In this tutorial, we explore Equinox, a lightweight and elegant neural network library built on JAX, and show how to use it. We begin by understanding how eqx.Module treats models as PyTrees, which makes parameter handling, transformation, and serialization feel simple and explicit. As we move forward, we work through static fields, filtered transformations such