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Rethinking Scaling Laws in AI Development

Unite.AI

Despite these challenges, the findings offer a clear opportunity to refine AI development practices. By incorporating precision as a core consideration, researchers can optimize compute budgets and avoid wasteful overuse of resources, paving the way for more sustainable and efficient AI systems.

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The exponential expenses of AI development

AI News

This dichotomy has led Bloomberg to aptly dub AI development a “huge money pit,” highlighting the complex economic reality behind today’s AI revolution. At the heart of this financial problem lies a relentless push for bigger, more sophisticated AI models.

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Ericsson launches Cognitive Labs to pioneer telecoms AI research

AI News

MLR Lab (Machine Learning and Reasoning Lab): Focusing on training model optimisation and reinforcement learning, this lab aims to advance energy-efficient training for AI models and support the creation of digital twins that simulate physical realities.

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Majority of AI Researchers Say Tech Industry Is Pouring Billions Into a Dead End

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This, more or less, is the line being taken by AI researchers in a recent survey. Given that AGI is what AI developers all claim to be their end game , it's safe to say that scaling is widely seen as a dead end. You can only throw so much money at a problem.

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Hugging Face calls for open-source focus in the AI Action Plan

AI News

Hugging Face has called on the US government to prioritise open-source development in its forthcoming AI Action Plan. The company prioritises efficient and reliable adoption of AI. The tools developed at Hugging Face, from model documentation to evaluation libraries, are directly shaped by these questions.

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New AI training techniques aim to overcome current challenges

AI News

Addressing unexpected delays and complications in the development of larger, more powerful language models, these fresh techniques focus on human-like behaviour to teach algorithms to ‘think. New techniques may impact Nvidia’s market position, forcing the company to adapt its products to meet the evolving AI hardware demand.

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Allen AI’s Tülu 3 Just Became DeepSeek’s Unexpected Rival

Unite.AI

But something interesting just happened in the AI research scene that is also worth your attention. Allen AI quietly released their new Tlu 3 family of models, and their 405B parameter version is not just competing with DeepSeek – it is matching or beating it on key benchmarks. The headlines keep coming.