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DL4Proteins Notebook Series Bridging Machine Learning and Protein Engineering: A Practical Guide to Deep Learning Tools for Protein Design
The protein design and prediction are crucial in advancing synthetic biology and therapeutics. Despite significant progress with deep learning models like AlphaFold and ProteinMPNN, there is a gap in accessible educational resources that integrate foundational machine learning concepts with advanced protein engineering methods. This gap hinders the broader understanding and application of these cutting-edge technologies.…
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CloudFerro and ESA Φ-lab Launch the First Global Embeddings Dataset for Earth Observations
CloudFerro and European Space Agency (ESA) Φ-lab have introduced the first global embeddings dataset for Earth observations, a significant development in geospatial data analysis. This dataset, part of the Major TOM project, aims to provide standardized, open, and accessible AI-ready datasets for Earth observation. This collaboration addresses the challenge of managing and analyzing the massive…
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Alibaba Qwen Researchers Introduced ProcessBench: A New AI Benchmark for Measuring the Ability to Identify Process Errors in Mathematical Reasoning
According to recent research by multiple scholars, language models have demonstrated remarkable advancements in complex reasoning tasks, including mathematics and programming. Despite these significant improvements, these models continue to encounter challenges when addressing particularly difficult problems. The emerging field of scalable oversight seeks to develop effective supervision methods for artificial intelligence systems that approach or…
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Synthetic data has its limits — why human-sourced data can help prevent AI model collapse
With model degradation, AI development could stall, leaving AI systems unable to ingest new data and essentially becoming “stuck in time.”Read More
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xAI Releases Grok-2: An Advanced Language Model Now Freely Available on X
xAI, Elon Musk’s artificial intelligence venture, has introduced Grok-2, its most advanced language model to date. This AI tool is freely accessible to all users on the X platform, underscoring a step towards broader accessibility of AI technologies. Designed to deliver nuanced understanding and human-like text generation, Grok-2 offers capabilities that can enhance both personal…
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Why Marc Andreessen was ‘very scared’ after meeting with the Biden administration about AI
What scared him most was what some said about the government’s role in AI, and what he described as a young staff who were “out for blood. ” © 2024 TechCrunch. All rights reserved. For personal use only.
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NVIDIA’s Hybrid: Combining Attention and State Space Models for Breakthrough Performance of Small Language Models
Language models (LMs) based on transformers have become the gold standard in natural language processing, thanks to their exceptional performance, parallel processing capabilities, and ability to retain long-term context via key-value (KV) caches. However, these benefits come at a cost—transformers require quadratic computational resources and large memory footprints, presenting significant efficiency challenges. On the other…
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Ekster’s Stylish Wallet is Pocket-Sized Perfection
This trackable wallet is compact and has a trigger for quickly finding the right card.
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9 Best Mechanical Keyboards (2024), Tested and Reviewed
We’ve typed thousands of words to help you find the ideal clacky—or thocky—mechanical keyboard for your refined taste.
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Good at Reading? Your Brain May Be Structured Differently
Two regions in the left hemisphere of the brain, which are crucial for language, are different in people who are good at reading and are likely to be shaped by the habit.