Technology & AI Researchers unveil the Byte Latent Transformer (BLT), a new AI architecture that replaces traditional text tokenization with dynamic byte "patches." This innovative approach promises better scaling and improved performance on...
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Technology & AI DeepSeekMath 7B, an open-source language model, achieves performance on par with GPT-4 and Gemini Ultra in high school math benchmarks. The breakthrough relies on a novel data collection method yielding...
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Technology & AI New research using attribution graphs provides a glimpse into the internal workings of AI models like Claude 3.5 Haiku. The analysis reveals how LLMs perform arithmetic, form diagnostic concepts, and...
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Technology & AI Cloudflare's 'Code Mode' reframes LLM tool interactions by having models generate TypeScript code for API calls, leveraging their pre-training data. While promising for complex tasks, the approach faces challenges with...
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Technology & AI A legal battle between Elon Musk and OpenAI escalates as deleted messages from Musk's communications and a damning diary entry from OpenAI's co-founder become central to the case. The trial,...
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Technology & AI Meta has secured a patent for an AI system capable of simulating deceased users on social media, sparking widespread concern and debate. The technology could allow digital avatars to continue...
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Technology & AI Researchers are combining energy-based models with transformers to develop AI capable of 'System 2' thinking. This new architecture, Energy-Based Transformers (EBTs), aims for scalable, unsupervised learning of deliberate reasoning, potentially...
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Technology & AI A new study from Chroma reveals that Large Language Models (LLMs) experience 'context rot,' with performance degrading significantly as input length increases, challenging the effectiveness of simply expanding context windows...
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Technology & AI A new paper theoretically proves limitations in embedding-based AI retrieval when dealing with random data. While highlighting that perfect retrieval of all arbitrary combinations is impossible, experts suggest real-world data...
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Technology & AI Researchers have introduced the 'Free Transformer,' an AI architecture that integrates latent variables to enhance traditional transformer models. By incorporating a VAE-like mechanism, it aims to provide more explicit control...
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