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Tag: composition

  • The Register: Running hot? Server shipments forecast to cool in 2025

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/02/12/trendforce_ai_servers/ Source: The Register Title: Running hot? Server shipments forecast to cool in 2025 Feedly Summary: Supply chain and regulatory hurdles likely to shrink figures US tech sanctions and supply chain readiness for racks of Nvidia’s latest gear will likely cause AI server sales to cool-off in 2025.… AI Summary and Description: Yes…

  • Simon Willison’s Weblog: S1: The $6 R1 Competitor?

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Feb/5/s1-the-6-r1-competitor/ Source: Simon Willison’s Weblog Title: S1: The $6 R1 Competitor? Feedly Summary: S1: The $6 R1 Competitor? Tim Kellogg shares his notes on a new paper, s1: Simple test-time scaling, which describes an inference-scaling model fine-tuned on top of Qwen2.5-32B-Instruct for just $6 – the cost for 26 minutes on 16 NVIDIA…

  • Hacker News: DeepRAG: Thinking to Retrieval Step by Step for Large Language Models

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2502.01142 Source: Hacker News Title: DeepRAG: Thinking to Retrieval Step by Step for Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces a novel framework called DeepRAG, designed to improve the reasoning capabilities of Large Language Models (LLMs) by enhancing the retrieval-augmented generation process. This is particularly…

  • Hacker News: Chatbot Software Begins to Face Fundamental Limitations

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    Kurt Seifried
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    Source URL: https://www.quantamagazine.org/chatbot-software-begins-to-face-fundamental-limitations-20250131/ Source: Hacker News Title: Chatbot Software Begins to Face Fundamental Limitations Feedly Summary: Comments AI Summary and Description: Yes **Summary**: The text details recent findings on the limitations of large language models (LLMs) in performing compositional reasoning tasks, highlighting inherent restrictions in their architecture that prevent them from effectively solving complex multi-step…

  • Hacker News: Tensor Product Attention Is All You Need

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2501.06425 Source: Hacker News Title: Tensor Product Attention Is All You Need Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel attention mechanism called Tensor Product Attention (TPA) designed for scaling language models efficiently. It highlights the mechanism’s ability to reduce memory overhead during inference while improving model…

  • Slashdot: Google Upgrades Open Source Vulnerability Scanning Tool with SCA Scanning Library

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    Kurt Seifried
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    Source URL: https://news.slashdot.org/story/25/01/19/0547233/google-upgrades-open-source-vulnerability-scanning-tool-with-sca-scanning-library Source: Slashdot Title: Google Upgrades Open Source Vulnerability Scanning Tool with SCA Scanning Library Feedly Summary: AI Summary and Description: Yes Summary: Google has enhanced its vulnerability scanning capabilities through the introduction of OSV-Scanner and OSV-SCALIBR. These tools not only facilitate comprehensive scanning across various programming languages and environments but also integrate…

  • Google Online Security Blog: OSV-SCALIBR: A library for Software Composition Analysis

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    Kurt Seifried
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    Source URL: https://security.googleblog.com/2025/01/osv-scalibr-library-for-software.html Source: Google Online Security Blog Title: OSV-SCALIBR: A library for Software Composition Analysis Feedly Summary: AI Summary and Description: Yes Summary: The article discusses the launch of OSV-SCALIBR, an extensible library for software composition analysis (SCA) and file system scanning. It highlights its capabilities, including vulnerability scanning and Software Bill of Materials…

  • The Register: TSMC plans to have 1.6nm chips in ‘volume production’ by 2026

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/16/tsmc_says_16nm_chips_volume_2026/ Source: The Register Title: TSMC plans to have 1.6nm chips in ‘volume production’ by 2026 Feedly Summary: You’ve got to spend money – like $36 billion+ – to make, er, AI chips TSMC is bumping capital expenditure in 2025 to between $38 billion and $42 billion in anticipation of scooping up more…