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Tag: llms

  • Simon Willison’s Weblog: GitHub OAuth for a static site using Cloudflare Workers

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    Source URL: https://simonwillison.net/2024/Nov/29/github-oauth-cloudflare/ Source: Simon Willison’s Weblog Title: GitHub OAuth for a static site using Cloudflare Workers Feedly Summary: GitHub OAuth for a static site using Cloudflare Workers Here’s a TIL covering a Thanksgiving AI-assisted programming project. I wanted to add OAuth against GitHub to some of the projects on my tools.simonwillison.net site in order…

  • Simon Willison’s Weblog: LLM Flowbreaking

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    Source URL: https://simonwillison.net/2024/Nov/29/llm-flowbreaking/#atom-everything Source: Simon Willison’s Weblog Title: LLM Flowbreaking Feedly Summary: LLM Flowbreaking Gadi Evron from Knostic: We propose that LLM Flowbreaking, following jailbreaking and prompt injection, joins as the third on the growing list of LLM attack types. Flowbreaking is less about whether prompt or response guardrails can be bypassed, and more about…

  • Schneier on Security: Race Condition Attacks against LLMs

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    Source URL: https://www.schneier.com/blog/archives/2024/11/race-condition-attacks-against-llms.html Source: Schneier on Security Title: Race Condition Attacks against LLMs Feedly Summary: These are two attacks against the system components surrounding LLMs: We propose that LLM Flowbreaking, following jailbreaking and prompt injection, joins as the third on the growing list of LLM attack types. Flowbreaking is less about whether prompt or response…

  • Hacker News: An Intuitive Explanation of Sparse Autoencoders for LLM Interpretability

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    Source URL: https://adamkarvonen.github.io/machine_learning/2024/06/11/sae-intuitions.html Source: Hacker News Title: An Intuitive Explanation of Sparse Autoencoders for LLM Interpretability Feedly Summary: Comments AI Summary and Description: Yes **Summary**: The text discusses Sparse Autoencoders (SAEs) and their significance in interpreting machine learning models, particularly large language models (LLMs). It explains how SAEs can provide insights into the functioning of…

  • Simon Willison’s Weblog: SmolVLM – small yet mighty Vision Language Model

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    Source URL: https://simonwillison.net/2024/Nov/28/smolvlm/#atom-everything Source: Simon Willison’s Weblog Title: SmolVLM – small yet mighty Vision Language Model Feedly Summary: SmolVLM – small yet mighty Vision Language Model I’ve been having fun playing with this new vision model from the Hugging Face team behind SmolLM. They describe it as: […] a 2B VLM, SOTA for its memory…

  • Hacker News: Conversational Game Theory

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    Source URL: https://aikiwiki.com/ Source: Hacker News Title: Conversational Game Theory Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses “Conversational Game Theory,” a formal structure designed to facilitate conflict resolution and consensus building through interaction between AI and humans. This approach is proposed as a means to enhance large language models (LLMs)…

  • Simon Willison’s Weblog: QwQ: Reflect Deeply on the Boundaries of the Unknown

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    Source URL: https://simonwillison.net/2024/Nov/27/qwq/#atom-everything Source: Simon Willison’s Weblog Title: QwQ: Reflect Deeply on the Boundaries of the Unknown Feedly Summary: QwQ: Reflect Deeply on the Boundaries of the Unknown Brand openly licensed model from Alibaba Cloud’s Qwen team, this time clearly inspired by OpenAI’s work on reasoning in o1. I love how the introduce the new…

  • Hacker News: Are Overemployed ‘Ghost Engineers’ Making Six Figures to Do Nothing?

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    Source URL: https://www.404media.co/are-overemployed-ghost-engineers-making-six-figures-to-do-nothing/ Source: Hacker News Title: Are Overemployed ‘Ghost Engineers’ Making Six Figures to Do Nothing? Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a viral tweet by Stanford researcher Yegor Denisov-Blanch regarding an algorithm that identifies “Ghost Engineers,” software engineers who perform minimally at tech companies, thus exposing a…

  • Hacker News: AMD Releases ROCm Version 6.3

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    Source URL: https://insidehpc.com/2024/11/amd-releases-rocm-version-6-3/ Source: Hacker News Title: AMD Releases ROCm Version 6.3 Feedly Summary: Comments AI Summary and Description: Yes Summary: AMD’s ROCm Version 6.3 enhances AI and HPC workloads through its advanced features like SGLang for generative AI, optimized FlashAttention-2, integration of the AMD Fortran compiler, and new multi-node FFT support. This release is…

  • Wired: How Do You Get to Artificial General Intelligence? Think Lighter

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    Source URL: https://www.wired.com/story/how-do-you-get-to-artificial-general-intelligence-think-lighter/ Source: Wired Title: How Do You Get to Artificial General Intelligence? Think Lighter Feedly Summary: Billions of dollars in hardware and exorbitant use costs are squashing AI innovation. LLMs need to get leaner and cheaper if progress is to be made. AI Summary and Description: Yes Summary: The text discusses the anticipated…