Tag: llms
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Hacker News: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces
Source URL: https://arxiv.org/abs/2410.09918 Source: Hacker News Title: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a new model called Dualformer, which effectively integrates fast and slow cognitive reasoning processes to enhance the performance and efficiency of large language models (LLMs).…
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Simon Willison’s Weblog: Run a prompt to generate and execute jq programs using llm-jq
Source URL: https://simonwillison.net/2024/Oct/27/llm-jq/#atom-everything Source: Simon Willison’s Weblog Title: Run a prompt to generate and execute jq programs using llm-jq Feedly Summary: llm-jq is a brand new plugin for LLM which lets you pipe JSON directly into the llm jq command along with a human-language description of how you’d like to manipulate that JSON and have…
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Simon Willison’s Weblog: LLM Pictionary
Source URL: https://simonwillison.net/2024/Oct/26/llm-pictionary/ Source: Simon Willison’s Weblog Title: LLM Pictionary Feedly Summary: LLM Pictionary Inspired by my SVG pelicans on a bicycle, Paul Calcraft built this brilliant system where different vision LLMs can play Pictionary with each other, taking it in turns to progressively draw SVGs while the other models see if they can guess…
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Hacker News: Detecting when LLMs are uncertain
Source URL: https://www.thariq.io/blog/entropix/ Source: Hacker News Title: Detecting when LLMs are uncertain Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses new reasoning techniques introduced by the project Entropix, aimed at improving decision-making in large language models (LLMs) through adaptive sampling methods in the face of uncertainty. While evaluations are still pending,…
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Cisco Talos Blog: How LLMs could help defenders write better and faster detection
Source URL: https://blog.talosintelligence.com/how-llms-could-help-defenders-write-better-and-faster-detection/ Source: Cisco Talos Blog Title: How LLMs could help defenders write better and faster detection Feedly Summary: Can LLM tools actually help defenders in the cybersecurity industry write more effective detection content? Read the full research AI Summary and Description: Yes Summary: The text discusses how large language models (LLMs) like ChatGPT can…
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Schneier on Security: Watermark for LLM-Generated Text
Source URL: https://www.schneier.com/blog/archives/2024/10/watermark-for-llm-generated-text.html Source: Schneier on Security Title: Watermark for LLM-Generated Text Feedly Summary: Researchers at Google have developed a watermark for LLM-generated text. The basics are pretty obvious: the LLM chooses between tokens partly based on a cryptographic key, and someone with knowledge of the key can detect those choices. What makes this hard…