Tag: graph
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Hacker News: TopoNets: High-Performing Vision and Language Models with Brain-Like Topography
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…
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Hacker News: Researchers combine holograms and AI to create uncrackable optical encryption
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…
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Simon Willison’s Weblog: Quoting Benedict Evans
Source URL: https://simonwillison.net/2025/Feb/2/benedict-evans/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Benedict Evans Feedly Summary: Part of the concept of ‘Disruption’ is that important new technologies tend to be bad at the things that matter to the previous generation of technology, but they do something else important instead. Asking if an LLM can do very specific and…
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Simon Willison’s Weblog: A professional workflow for translation using LLMs
Source URL: https://simonwillison.net/2025/Feb/2/workflow-for-translation/#atom-everything Source: Simon Willison’s Weblog Title: A professional workflow for translation using LLMs Feedly Summary: A professional workflow for translation using LLMs Tom Gally is a professional translator who has been exploring the use of LLMs since the release of GPT-4. In this Hacker News comment he shares a detailed workflow for how…
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Hacker News: How to Run DeepSeek R1 Distilled Reasoning Models on RyzenAI and Radeon GPUs
Source URL: https://www.guru3d.com/story/amd-explains-how-to-run-deepseek-r1-distilled-reasoning-models-on-amd-ryzen-ai-and-radeon/ Source: Hacker News Title: How to Run DeepSeek R1 Distilled Reasoning Models on RyzenAI and Radeon GPUs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the capabilities and deployment of DeepSeek R1 Distilled Reasoning models, highlighting their use of chain-of-thought reasoning for complex prompt analysis. It details how…
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Slashdot: US Blocks Open Source ‘Help’ From These Countries
Source URL: https://yro.slashdot.org/story/25/02/01/2356252/us-blocks-open-source-help-from-these-countries?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: US Blocks Open Source ‘Help’ From These Countries Feedly Summary: AI Summary and Description: Yes Summary: The text discusses the regulatory compliance challenges and cybersecurity risks faced by open source communities, particularly in relation to U.S. sanctions enforced by the Office of Foreign Assets Control (OFAC). It highlights how…
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The Register: Intel has officially missed the boat for AI in the datacenter
Source URL: https://www.theregister.com/2025/02/01/intel_ai_datacenter/ Source: The Register Title: Intel has officially missed the boat for AI in the datacenter Feedly Summary: But it still has a chance at the edge and the PC Comment Any hope Intel may have had of challenging rivals Nvidia and AMD for a slice of the AI accelerator market dissolved on…
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Hacker News: Hell Is Overconfident Developers Writing Encryption Code
Source URL: https://soatok.blog/2025/01/31/hell-is-overconfident-developers-writing-encryption-code/ Source: Hacker News Title: Hell Is Overconfident Developers Writing Encryption Code Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text critically discusses the pervasive issue of developers attempting to create their own cryptographic solutions, often without the necessary expertise, thereby undermining information security. It highlights examples of poor implementation and…
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Cloud Blog: Improving model performance with PyTorch/XLA 2.6
Source URL: https://cloud.google.com/blog/products/application-development/pytorch-xla-2-6-helps-improve-ai-model-performance/ Source: Cloud Blog Title: Improving model performance with PyTorch/XLA 2.6 Feedly Summary: For developers who want to use the PyTorch deep learning framework with Cloud TPUs, the PyTorch/XLA Python package is key, offering developers a way to run their PyTorch models on Cloud TPUs with only a few minor code changes. It…
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Slashdot: Taiwan Says Government Departments Should Not Use DeepSeek, Citing Security Concerns
Source URL: https://slashdot.org/story/25/01/31/1513252/taiwan-says-government-departments-should-not-use-deepseek-citing-security-concerns?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Taiwan Says Government Departments Should Not Use DeepSeek, Citing Security Concerns Feedly Summary: AI Summary and Description: Yes Summary: Taiwan’s digital ministry has issued a directive prohibiting government departments from utilizing the AI service provided by the Chinese startup DeepSeek, citing significant information security risks associated with reliance on…