The Mathematics Search Engine

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24+ min ago  (872+ words) But by itself, it has three problems. It needs multiple views, it needs word order, and it needs stable training. That is why Multi-Head Attention, Positional Encoding, and Add & Norm exist. A Transformer block is not just attention. Positional Encoding…...

27+ min ago  (734+ words) But when almost anyone can fabricate a visually similar image in seconds from a text prompt using artificial intelligence, how do people decide which image is real? The proliferation of AI-generated science images in public spaces is not simply a…...

26+ min ago  (627+ words) research - Document 06? Quantization Techniques This document provides a comprehensive analysis of quantization techniques employed in the Inte11ect platform, with particular emphasis on the Q4_K_M quantization scheme and GGUF format integration. We evaluate the perplexity trade-offs, memory footprint reductions, and inference speedups across…...

2+ hour, 7+ min ago  (1229+ words) Extending techniques previously used for Hamming and rank-metric codes, a new geometric characterisation of linearized Reed-Solomon codes has been achieved. This work reveals these codes satisfy an unexpected number of $(q+1)$-degree hypersurface conditions, offering a fresh perspective on their…...

1+ hour, 24+ min ago  (262+ words) High throughput screening suffers from a bottleneck that means each screening campaign needs bespoke assays. The new work eases this snarl-up, speeding up analysis significantly High throughput screening has dramatically accelerated the rate of drug discovery and optimisation. But, while…...

1+ hour, 33+ min ago  (1337+ words) TL; DR Recent studies by Anthropic show that LLM features extracted via mechanistic interpretability fall into distinct categories, each with differen...

11+ hour, 3+ min ago  (556+ words) NVIDIA has announced Jet Pack 7. 2 for Jetson edge AI platforms, adding new deployment tools for agentic AI workloads, official Yocto Project support, and performance updates for Jetson Orin and Jetson Thor systems. The release is aimed at robotics, industrial automation,…...

1+ hour, 56+ min ago  (152+ words) For example, suppose a scientist needs to find every experiment from the past year that used a specific ingredient, plot performance against cost, and share the results with the project team. With a single Bodie prompt, the chart is generated,…...

2+ hour, 47+ min ago  (50+ words) Artificial intelligence’s ability to enrich science will depend not only on model capability, but also on whether researchers, reviewers and funders reward originality over speed. Artificial intelligence’s ability to enrich science will depend not only on model capability, but also…...