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Meet SymTorch: A PyTorch Library that Translates Deep Learning Models into Human-Readable Equations

Can symbolic regression be the key to transforming opaque deep learning models into interpretable, closed-form mathematical equations? or Say you have trained your deep learning model. It works. But do you know what it has actually learned? A team of University of Cambridge researchers propose ‘SymTorch’, a library designed to integrate symbolic regression (SR) into […]

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How to Build a Stable and Efficient QLoRA Fine-Tuning Pipeline Using Unsloth for Large Language Models

In this tutorial, we demonstrate how to efficiently fine-tune a large language model using Unsloth and QLoRA. We focus on building a stable, end-to-end supervised fine-tuning pipeline that handles common Colab issues such as GPU detection failures, runtime crashes, and library incompatibilities. By carefully controlling the environment, model configuration, and training loop, we show how

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Google Drops Gemini 3.1 Flash-Lite: A Cost-efficient Powerhouse with Adjustable Thinking Levels Designed for High-Scale Production AI

Google has released Gemini 3.1 Flash-Lite, the most cost-efficient entry in the Gemini 3 model series. Designed for ‘intelligence at scale,’ this model is optimized for high-volume tasks where low latency and cost-per-token are the primary engineering constraints. It is currently available in Public Preview via the Gemini API (Google AI Studio) and Vertex AI.

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Can AI do 40% of your job? Block’s Jack Dorsey thinks so

Jack Dorsey to cut 4,000 workers at Block amid AI advances – but specters such as weak crypto market haunt companyJack Dorsey cited AI as the driving force behind cutting 40% of his company’s employees, but other factors such as a weak crypto market, overstaffing and a declining stock price may also have motivated the

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Don’t bet that the Pentagon – or Anthropic – is acting in the public interest | Bruce Schneier and Nathan E Sanders

The lesson here isn’t that one AI company is more ethical than another. It’s that we must renovate our democratic structuresOpenAI is in and Anthropic is out as a supplier of AI technology for the US defense department. This news caps a week of bluster by the highest officials in the US government towards some

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Schools are using AI counselors to track students’ mental health. Is it safe?

As hundreds of schools implement an automated monitoring tool, educators say that students can find talking to chatbots ‘more natural’ than confiding in a human• Produced in partnership with EdSurgeThe alert came around 7pm.Brittani Phillips checked her phone. A middle school counselor in Putnam county, Florida, Phillips receives messages from an artificial intelligence-enabled therapy platform

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Showdown over datacenter politics at heart of North Carolina primary

Democratic rematch in Durham-area district draws focus to fight over AI datacenters increasingly shaping US electionsA North Carolina congressional primary on Tuesday is an early test of datacenter politics – a fight increasingly shaping elections nationwide.In the Durham-area fourth district, Congresswoman Valerie Foushee is seeking her third term against progressive challenger Nida Allam, a Durham

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OpenAI amends Pentagon deal as Sam Altman admits it looks ‘sloppy’

ChatGPT owner’s CEO says it will bar its technology being used for mass surveillance or by intelligence servicesBusiness live – latest updatesOpenAI is amending its hastily arranged deal to supply artificial intelligence to the US Department of War (DoW) after the ChatGPT owner’s chief executive admitted it looked “opportunistic and sloppy”.The contract prompted fears the

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Tech firms and AI farming tools ‘playing with the food system’, warns thinktank

Google, Microsoft and Amazon among companies using algorithms and AI to influence what crops are grown and how, say criticsTech companies and industrial agriculture are “playing with the food system” by using AI and algorithms to undermine farmers in choosing what the world eats, leading food security experts have warned.Companies such as Google, Microsoft, Amazon,

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Trump is using AI to fight his wars – this is a dangerous turning point | Chris Stokel-Walker

The technology most people use only as a chatty tool for daily tasks is reportedly aiding US military aggression. And there is not much we can do about itThere are a lot of things that AI can do. It can sort out your shopping list, and it can keep your kids entertained when they’re mutinous

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