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RightNow AI Releases AutoKernel: An Open-Source Framework that Applies an Autonomous Agent Loop to GPU Kernel Optimization for Arbitrary PyTorch Models
The ‘Bayesian’ Upgrade: Why Google AI’s New Teaching Method is the Key to LLM Reasoning
Meet OAT: The New Action Tokenizer Bringing LLM-Style Scaling and Flexible, Anytime Inference to the Robotics World
A Coding Guide to Demonstrate Targeted Data Poisoning Attacks in Deep Learning by Label Flipping on CIFAR-10 with PyTorch

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RightNow AI Releases AutoKernel: An Open-Source Framework that Applies an Autonomous Agent Loop to GPU Kernel Optimization for Arbitrary PyTorch Models

Writing fast GPU code is one of the most grueling specializations in machine learning engineering. Researchers from RightNow AI want to automate it entirely. The RightNow AI research team has released AutoKernel, an open-source framework that applies an autonomous LLM agent loop to GPU kernel optimization for arbitrary PyTorch models. The approach is straightforward: give…

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Elon Musk pauses changes to X’s creator revenue-sharing program after backlash

Social media platform X swiftly backtracked on its announcement regarding new rules for creator monetization, which had focused on payouts based on engagement from a creator’s local audience. Late Tuesday, X Head of Product Nikita Bier announced that, starting Thursday, the platform will change its policy around payouts and will give more emphasis to impressions…

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Nothing Phone (4a) launched in India at ₹31,999 featuring Glyph Bar design, 1.5K AMOLED display, Snapdragon 7s Gen 4, and more

Nothing has officially launched the Nothing Phone (4a) in India, the company’s latest mid-range smartphone and the successor to the Nothing Phone (3a). The new device brings several upgrades, including a larger display, improved Glyph lighting, a more powerful processor, and a bigger battery. The Phone (4a) also introduces a new Glyph Bar design, an upgraded…

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ASUS Zenbook S16, Zenbook 14, and Vivobook AI laptops open for pre-bookings ahead of 12th February India launch

ASUS has announced pre-bookings in India for its latest lineup of Zenbook and Vivobook laptops powered by AMD Ryzen AI processors. Headlining the portfolio is the ASUS Zenbook S16 (UM5606GA), alongside new Zenbook and Vivobook models aimed at AI-assisted productivity, creative workflows, multitasking, and everyday computing. The new range brings Copilot+ PC capabilities, dedicated NPUs,…

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A Coding Guide to Demonstrate Targeted Data Poisoning Attacks in Deep Learning by Label Flipping on CIFAR-10 with PyTorch

In this tutorial, we demonstrate a realistic data poisoning attack by manipulating labels in the CIFAR-10 dataset and observing its impact on model behavior. We construct a clean and a poisoned training pipeline side by side, using a ResNet-style convolutional network to ensure stable, comparable learning dynamics. By selectively flipping a fraction of samples from…

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