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Tag: based

  • Hacker News: RWKV Language Model

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    Source URL: https://www.rwkv.com/ Source: Hacker News Title: RWKV Language Model Feedly Summary: Comments AI Summary and Description: Yes Summary: The RWKV (RNN with LLM capabilities) presents a significant innovation in language model design by combining the advantages of recurrent neural networks (RNNs) and transformers. Its unique features, including linear time processing and lack of attention…

  • Hacker News: Kotaemon: An open-source RAG-based tool for chatting with your documents

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    Source URL: https://github.com/Cinnamon/kotaemon Source: Hacker News Title: Kotaemon: An open-source RAG-based tool for chatting with your documents Feedly Summary: Comments AI Summary and Description: Yes Summary: The provided text details the functionalities and features of the `kotaemon` project, which is a tool designed for building RAG (Retrieve and Generate) pipelines focused on document Question Answering…

  • Hacker News: Privacy of Photos.app’s Enhanced Visual Search

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    Source URL: https://mjtsai.com/blog/2025/01/01/privacy-of-photos-apps-enhanced-visual-search/ Source: Hacker News Title: Privacy of Photos.app’s Enhanced Visual Search Feedly Summary: Comments AI Summary and Description: Yes Summary: The text highlights privacy concerns surrounding Apple’s Enhanced Visual Search feature, which enables photo searching using landmarks but automatically uploads photo data to Apple’s servers. Critics argue that the lack of clear communication…

  • Hacker News: Developing inside a virtual machine

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    Source URL: https://blog.disintegrator.dev/posts/dev-virtual-machine/ Source: Hacker News Title: Developing inside a virtual machine Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text describes an individual’s experience setting up a secure and efficient development environment using a virtual machine (VM) on a MacBook Pro. It highlights the benefits of containerizing development tools and dependencies within…

  • Hacker News: Is there such a thing as "private, interactive databases" for SaaS’s

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    Source URL: https://news.ycombinator.com/item?id=42548480 Source: Hacker News Title: Is there such a thing as "private, interactive databases" for SaaS’s Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the nuances of customer concerns regarding data access and encryption within the context of SaaS (Software as a Service) solutions. It highlights two distinct areas…

  • Hacker News: DeepSeek-VL2: MoE Vision-Language Models for Advanced Multimodal Understanding

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    Source URL: https://github.com/deepseek-ai/DeepSeek-VL2 Source: Hacker News Title: DeepSeek-VL2: MoE Vision-Language Models for Advanced Multimodal Understanding Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces DeepSeek-VL2, a series of advanced Vision-Language Models designed to improve multimodal understanding. With competitive performance across various tasks, these models leverage a Mixture-of-Experts architecture for efficiency. This is…

  • Hacker News: Why does storing 2FA codes in your password manager make sense?

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    Source URL: https://andygrunwald.com/blog/why-does-storing-two-factor-authentication-codes-in-your-password-manager-make-sense/ Source: Hacker News Title: Why does storing 2FA codes in your password manager make sense? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text explores the dual usage of password managers like 1Password for storing both usernames/passwords and 2FA codes, raising crucial questions about security and usability in modern authentication…

  • Slashdot: NATO Plans To Build Satellite Links As Backups To Undersea Cables

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    Source URL: https://tech.slashdot.org/story/24/12/31/2227234/nato-plans-to-build-satellite-links-as-backups-to-undersea-cables?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: NATO Plans To Build Satellite Links As Backups To Undersea Cables Feedly Summary: AI Summary and Description: Yes Summary: NATO’s HEIST project aims to bolster the security and resilience of undersea communication networks amid increasing disruptions. With advanced damage detection capabilities and satellite rerouting, the project underscores the intersection…

  • Hacker News: Large Concept Models: Language modeling in a sentence representation space

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    Source URL: https://github.com/facebookresearch/large_concept_model Source: Hacker News Title: Large Concept Models: Language modeling in a sentence representation space Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the implementation and experiments related to Large Concept Models (LCMs) as part of language modeling in a semantic representation space. By utilizing SONAR embeddings for multiple…

  • Hacker News: Identifying and Manipulating LLM Personality Traits via Activation Engineering

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    Source URL: https://arxiv.org/abs/2412.10427 Source: Hacker News Title: Identifying and Manipulating LLM Personality Traits via Activation Engineering Feedly Summary: Comments AI Summary and Description: Yes Summary: The research paper discusses a novel method called “activation engineering” for identifying and adjusting personality traits in large language models (LLMs). This exploration not only contributes to the interpretability of…