Tag: reasoning
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Hacker News: DeepSeek v2.5 – open-source LLM comparable to GPT-4o, but 95% less expensive
Source URL: https://www.deepseek.com/ Source: Hacker News Title: DeepSeek v2.5 – open-source LLM comparable to GPT-4o, but 95% less expensive Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses DeepSeek-V2.5, an open-source model that has achieved notable rankings against leading large models such as GPT-4 and LLaMA3-70B. Its specialization in areas like math,…
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Simon Willison’s Weblog: Creating a LLM-as-a-Judge that drives business results
Source URL: https://simonwillison.net/2024/Oct/30/llm-as-a-judge/#atom-everything Source: Simon Willison’s Weblog Title: Creating a LLM-as-a-Judge that drives business results Feedly Summary: Creating a LLM-as-a-Judge that drives business results Hamel Husain’s sequel to Your AI product needs evals. This is packed with hard-won actionable advice. Hamel warns against using scores on a 1-5 scale, instead promoting an alternative he calls…
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Hacker News: The sins of the 90s: Questioning a puzzling claim about mass surveillance
Source URL: https://blog.cr.yp.to/20241028-surveillance.html Source: Hacker News Title: The sins of the 90s: Questioning a puzzling claim about mass surveillance Feedly Summary: Comments AI Summary and Description: Yes Summary: The text critiques a talk by Meredith Whittaker regarding the implications of historical cryptographic export controls and their relationship to privacy and corporate surveillance. It argues against…
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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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Hacker News: Google preps ‘Jarvis’ AI agent that works in Chrome
Source URL: https://9to5google.com/2024/10/26/google-jarvis-agent-chrome/ Source: Hacker News Title: Google preps ‘Jarvis’ AI agent that works in Chrome Feedly Summary: Comments AI Summary and Description: Yes Summary: Google is set to introduce “Project Jarvis,” an AI feature integrated with Chrome, leveraging the capabilities of Gemini 2.0 to automate tasks for users by taking control of their web…
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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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Hacker News: Launch HN: Skyvern (YC S23) – open-source AI agent for browser automations
Source URL: https://github.com/Skyvern-AI/skyvern Source: Hacker News Title: Launch HN: Skyvern (YC S23) – open-source AI agent for browser automations Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes Skyvern, an innovative tool that automates browser-based workflows using Large Language Models (LLMs) and computer vision. This solution simplifies and enhances interaction with various…
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Hacker News: LLMs Aren’t Thinking, They’re Just Counting Votes
Source URL: https://vishnurnair.substack.com/p/llms-arent-thinking-theyre-just-counting Source: Hacker News Title: LLMs Aren’t Thinking, They’re Just Counting Votes Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an insightful examination of how Large Language Models (LLMs) function, particularly emphasizing their reliance on pattern recognition and frequency from training data rather than true comprehension. This understanding is…