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A new arXiv preprint argues that Sliding Window Attention with sinks outperforms linear-attention variants on long-context reasoning benchmarks. On Needle-in-a-Haystack and BABILong, SWA reportedly delivers 2–10 times higher performance without post-training.
Reddit r/MachineLearning · 16d ago
NVIDIA demonstrates how to run BioNeMo NIM microservices for protein structure prediction within Claude Science. The integration supports agentic research workflows in which AI systems analyze evidence, form hypotheses, and invoke scientific models.
NVIDIA Developer Blog · 16d ago
SynthFin-AML v10.0 is a synthetic anti-money-laundering dataset designed to prevent temporal and tabular leakage in dynamic-graph evaluation. On its strict temporal split, inductive GraphSAGE achieved 0.881 PR-AUC versus 0.848 for a tuned LightGBM model using 11 point-in-time graph features.
Reddit r/MachineLearning · 16d ago
SlopTV is a locally run YouTube livestream where chat comments are expanded by an LLM into structured prompts and rendered into short MiniMax H3 videos. Running on two RTX 5090 GPUs, the system produces a new 15-second clip approximately every 45 seconds and continues inventing concepts when chat is inactive.
Reddit r/LocalLLaMA · 16d ago
Doctors have developed an AI tool that can identify signs of heart disease from a routine ECG in less than two seconds. Trained on millions of ECGs, it extracts signals that may be difficult for clinicians to detect visually and could help prioritize high-risk patients.
The Guardian Technology · 16d ago
NVIDIA introduces Omniverse NuRec as a way to scale autonomous-vehicle perception across different vehicle platforms. It addresses how sensor placement, calibration, field of view, occlusions, vehicle geometry, timing, and coverage can change perception when software moves between carlines.
NVIDIA Developer Blog · 16d ago
Clipto, an AI-powered video search startup, has raised $15 million at a $250 million valuation. The three-year-old company says it reached $15 million in annual recurring revenue and profitability before the round.
TechCrunch AI · 16d ago
Newell Brands says AI reduced digital content production costs by 80%. The Sharpie and Rubbermaid maker is using these savings to support a return to growth without widespread job cuts.
Bloomberg Technology · 16d ago
