Experimental News Clipping Site

Tag: neural network

  • Hacker News: TopoNets: High-Performing Vision and Language Models with Brain-Like Topography

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    Kurt Seifried
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    Source URL: https://toponets.github.io/ Source: Hacker News Title: TopoNets: High-Performing Vision and Language Models with Brain-Like Topography Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces “TopoNets,” a novel approach that incorporates brain-like topography in AI models, particularly convolutional networks and transformers, through a method called TopoLoss. This innovation results in high-performing models…

  • Hacker News: Researchers combine holograms and AI to create uncrackable optical encryption

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    Kurt Seifried
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    Source URL: https://www.optica.org/about/newsroom/news_releases/2025/researchers_combine_holograms_and_ai_to_create_uncrackable_optical_encryption_system/ Source: Hacker News Title: Researchers combine holograms and AI to create uncrackable optical encryption Feedly Summary: Comments AI Summary and Description: Yes **Summary:** Researchers have created a revolutionary optical encryption system that utilizes holography and neural networks, providing a robust solution for securing sensitive data across various fields, including digital currencies and…

  • Hacker News: Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting

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    Kurt Seifried
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    Source URL: https://arxiv.org/abs/2501.16673 Source: Hacker News Title: Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses LLM-AutoDiff, a novel framework aimed at improving the efficiency of prompt engineering for large language models (LLMs) by utilizing automatic differentiation principles. This development has significant implications…

  • The Register: DeepSeek’s not the only Chinese LLM maker OpenAI and pals have to worry about. Right, Alibaba?

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/01/30/alibaba_qwen_ai/ Source: The Register Title: DeepSeek’s not the only Chinese LLM maker OpenAI and pals have to worry about. Right, Alibaba? Feedly Summary: Qwen 2.5 Max tops both DS V3 and GPT-4o, cloud giant claims Analysis The speed and efficiency at which DeepSeek claims to be training large language models (LLMs) competitive with…

  • Hacker News: A minimal PyTorch implementation for training your own small LLM from scratch

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    Kurt Seifried
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    Source URL: https://github.com/Om-Alve/smolGPT Source: Hacker News Title: A minimal PyTorch implementation for training your own small LLM from scratch Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text describes a minimal PyTorch implementation for training a small Language Model (LLM) from scratch, intended primarily for educational purposes. It showcases modern techniques in LLM…

  • Hacker News: Why AI reminds me of cloud computing

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    Kurt Seifried
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    Source URL: https://bitmasonsllc.blogspot.com/2025/01/why-ai-reminds-me-of-cloud-computing.html Source: Hacker News Title: Why AI reminds me of cloud computing Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the historical and current significance of AI, particularly focusing on large language models (LLMs), while drawing parallels with the evolution of cloud computing. It emphasizes the unpredictability of technological…

  • CSA: The Relationship Between AI and Quantum Computing

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    Kurt Seifried
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    Source URL: https://cloudsecurityalliance.org/blog/2025/01/20/quantum-artificial-intelligence-exploring-the-relationship-between-ai-and-quantum-computing Source: CSA Title: The Relationship Between AI and Quantum Computing Feedly Summary: AI Summary and Description: Yes **Summary:** The provided text discusses the Global AI Symposium where experts, including Mehak and Megha Kalsi, explored quantum artificial intelligence (QAI) and its implications for cybersecurity and society. They detail the benefits and challenges of…

  • Hacker News: Philosophy Eats AI

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    Kurt Seifried
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    Source URL: https://sloanreview.mit.edu/article/philosophy-eats-ai/ Source: Hacker News Title: Philosophy Eats AI Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the evolution of software and AI, emphasizing the need for a philosophical approach in leveraging AI technologies for strategic advantage. It outlines how philosophy can influence the development, implementation, and ethical considerations of…

  • Unit 42: One Step Ahead in Cyber Hide-and-Seek: Automating Malicious Infrastructure Discovery With Graph Neural Networks

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    Kurt Seifried
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    Source URL: https://unit42.paloaltonetworks.com/graph-neural-networks/ Source: Unit 42 Title: One Step Ahead in Cyber Hide-and-Seek: Automating Malicious Infrastructure Discovery With Graph Neural Networks Feedly Summary: Graph neural networks aid in analyzing domains linked to known attack indicators, effectively uncovering new malicious domains and cybercrime campaigns. The post One Step Ahead in Cyber Hide-and-Seek: Automating Malicious Infrastructure Discovery…

  • Hacker News: Entropy of a Large Language Model output

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    Kurt Seifried
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    Source URL: https://nikkin.dev/blog/llm-entropy.html Source: Hacker News Title: Entropy of a Large Language Model output Feedly Summary: Comments AI Summary and Description: Yes **Summary:** This text discusses the functionalities and implications of large language models (LLMs) like ChatGPT from an information theoretic perspective, particularly focusing on concepts such as token generation and entropy. This examination provides…