AI (Artificial Intelligence)

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New DeepSeek Research Shows Architectural Fix Can Boost Reasoning at Scale

DeepSeek has released new research showing that a promising but fragile neural network design can be stabilised at scale, delivering measurable performance gains in large language models without significantly compromising efficiency. The paper, titled Manifold-Constrained Hyper-Connections, builds on an emerging architectural approach known as ‘Hyper-Connections’, which allows multiple residual pathways inside a model to mix

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Centre seeks proposals from states for setting up of AI centres

MeitY is urging state governments to submit proposals for establishing AI centers of excellence to bolster India’s leadership in the Global South. This initiative, part of the ₹10,371.92 crore IndiaAI Mission, aims to transform R&D and benefit startups by expanding computing infrastructure and fostering inclusive AI deployment.

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Astronomers notice an hourglass like shape while scanning an ordinary galaxy

Astronomers found a giant hourglass shape around a galaxy called ESO 130 G012. This structure is made of radio waves and stretches over 160,000 light-years. It extends far beyond the galaxy’s visible stars. Scientists are studying how this enormous outflow formed. It may be from steady star formation or a past black hole event.

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