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Meet Needle 2: An Open 45M-Parameter Tool-Calling Model That Ships as a 14MB Binary and Runs a Full Session in 28MB of RAM

Cactus Compute has released Needle 2, an open 45M-parameter model for tool calling, device use, and structured extraction. The entire model ships as a single 14MB binary that runs a full session in about 28MB of RAM. Weights are trained and deployed at CQ2-bit using Cactus Quants, and the model is sealed inside the company’s […]

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Create a Reasoning-Focused LLM: A Practical Guide to Streaming, Curating, and Fine-Tuning the SupraLabs Reasoning Corpus

In this tutorial, we build an end-to-end workflow for working with the SupraLabs reasoning corpus. We stream a representative subset directly from the Hugging Face Hub, inspect its source distribution, token-length patterns, task composition, and reasoning-to-answer ratios, and then apply a series of quality filters to remove unsuitable training examples. We transform the retained samples

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Unemployed young people to join AI boot camps to get job-ready

Pilot scheme will provide three weeks of training as part of UK government’s latest attempt to address Neets crisisYoung people out of work or at risk of unemployment in the UK are to join “AI boot camps” where they harness the technology to get a foothold in the workplace.The government’s latest attempt to address the

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Massachusetts teen accused of killing mother and brother used ChatGPT

District attorney says Arjun Aravind, 17, used internet and AI to search for fantasy stories regarding killing of his familyA Massachusetts teenager accused of killing his mother and younger brother is being held without bail as authorities investigate a double-murder case that prosecutors say is connected to his use of ChatGPT.Arjun Aravind, 17, appeared Thursday

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Flock Safety tries to curb police abuse of its surveillance cameras after scandals

CEO announces steps after reports that system is used to target immigrants or people seeking out-of-state abortionsFor nearly a decade, the company Flock Safety has gradually built out a network of cameras across the US that allows law enforcement officials to conduct about 20bn license plate scans every month.In that time, the company had largely

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Google AI Just Released Gemini 3.7 Flash: A Coding and Agent Model at $0.75/1M Input Tokens

Google has released Gemini 3.7 Flash, the newest model in its Flash tier, three weeks after Gemini 3.6 Flash. The model card describes it as a refinement of 3.6 Flash with algorithmic improvements to the core reasoning foundation — not a new pretraining run. It accepts text, images, audio, and video across a 1M-token context

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An AI agent for all? Try using your brain, Mark Zuckerberg | Brief letters

Meta AI | Future Guardian writers and Neets | Food for thought | Plants surviving the heat | Living and dying wellYour article (Zuckerberg pushes ‘superintelligent’ AI for all as Meta releases open-weight model, 10 August) quotes Mark Zuckerberg as saying: “Everyone will have an exceptionally capable personal agent that understands you, your goals, and

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Liquid AI Releases LFM2.5-VL-3B: A 3B Vision-Language Model That Reads Screens, Grounds Objects, and Calls Tools On-Device

Yesterday, Liquid AI released LFM2.5-VL-3B. It is a 3.1B-parameter vision-language model built for on-device deployment. The model reads digital screens across mobile, web, and desktop. It grounds objects to coordinates, parses documents and charts, and calls tools from text or image input. Liquid AI reports an average of 69.4 across 28 vision benchmarks. That matches

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Do I really need air conditioning in the UK? The best portable aircon tested – plus the pros, cons and alternatives

As hotter summers become the norm, home aircon can feel increasingly tempting. We put six units to the test for cooling power, noise and energy use – and explain what you need to know before buying• How to sleep in a heatwave• Can air conditioning be green?Tell people you’re testing air conditioning, and the truth

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Are teens on ebikes the ‘new Hells Angels’? Not so fast, boomers

Experts say better regulation is needed but that bad press about ‘motorized menaces’ puts the ebike revolution at riskBeware, Americans: there’s a battery-powered threat cruising down beach paths, rolling up hiking trails and zipping along the streets of our cities.By now, you’ve likely seen footage on social media of teens racing along streets, popping wheelies

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