Tag: classification
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Hacker News: Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting
Source URL: https://arxiv.org/abs/2501.16673 Source: Hacker News Title: Auto-Differentiating Any LLM Workflow: A Farewell to Manual Prompting Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses LLM-AutoDiff, a novel framework aimed at improving the efficiency of prompt engineering for large language models (LLMs) by utilizing automatic differentiation principles. This development has significant implications…
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Hacker News: O3-mini System Card [pdf]
Source URL: https://cdn.openai.com/o3-mini-system-card.pdf Source: Hacker News Title: O3-mini System Card [pdf] Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The OpenAI o3-mini System Card details the advanced capabilities, safety evaluations, and risk classifications of the OpenAI o3-mini model. This document is particularly pertinent for professionals in AI security, as it outlines significant safety measures…
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Hacker News: Coping with dumb LLMs using classic ML
Source URL: https://softwaredoug.com/blog/2025/01/21/llm-judge-decision-tree Source: Hacker News Title: Coping with dumb LLMs using classic ML Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an innovative approach to utilizing local LLMs (large language models) to assess product relevance for e-commerce search queries. By collecting data on LLM decisions and comparing them against human…
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The Register: John Deere boasts driverless fleet at CES – who needs operators anyway?
Source URL: https://www.theregister.com/2025/01/07/john_deere_new_autonomous_tractors/ Source: The Register Title: John Deere boasts driverless fleet at CES – who needs operators anyway? Feedly Summary: Lots of new ways to cut labor costs, no mention of repairability CES John Deere’s vision of the future of farming, quarrying, and landscaping has emerged at CES 2025, and it’s one that includes…