Experimental News Clipping Site

Tag: large language models

  • Hacker News: How I use LLMs as a staff engineer

    —

    by

    Kurt Seifried
    in

    Source URL: https://www.seangoedecke.com/how-i-use-llms/ Source: Hacker News Title: How I use LLMs as a staff engineer Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text provides a nuanced perspective on the use of large language models (LLMs) within software engineering, highlighting both their transformative potential and limitations. It details real-world applications and personal strategies…

  • Hacker News: How to Scale Your Model: A Systems View of LLMs on TPUs

    —

    by

    Kurt Seifried
    in

    Source URL: https://jax-ml.github.io/scaling-book/ Source: Hacker News Title: How to Scale Your Model: A Systems View of LLMs on TPUs Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the performance optimization of large language models (LLMs) on tensor processing units (TPUs), addressing issues related to scaling and efficiency. It emphasizes the importance…

  • Hacker News: DeepRAG: Thinking to Retrieval Step by Step for Large Language Models

    —

    by

    Kurt Seifried
    in

    Source URL: https://arxiv.org/abs/2502.01142 Source: Hacker News Title: DeepRAG: Thinking to Retrieval Step by Step for Large Language Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text introduces a novel framework called DeepRAG, designed to improve the reasoning capabilities of Large Language Models (LLMs) by enhancing the retrieval-augmented generation process. This is particularly…

  • Hacker News: DoppelBot: Replace Your CEO with an LLM

    —

    by

    Kurt Seifried
    in

    Source URL: https://modal.com/docs/examples/slack-finetune Source: Hacker News Title: DoppelBot: Replace Your CEO with an LLM Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the development of DoppelBot, a Slack bot that leverages fine-tuned large language models (LLMs) to enhance workplace communication and productivity. It illustrates the practical application of AI in automating…

  • Hacker News: Open Euro LLM: Open LLMs for Transparent AI in Europe

    —

    by

    Kurt Seifried
    in

    Source URL: https://openeurollm.eu/launch-press-release Source: Hacker News Title: Open Euro LLM: Open LLMs for Transparent AI in Europe Feedly Summary: Comments AI Summary and Description: Yes Summary: The OpenEuroLLM project is an innovative initiative involving collaboration among Europe’s leading AI companies and research institutions to develop open-source language models. This project aims to improve Europe’s AI…

  • Slashdot: Anthropic Makes ‘Jailbreak’ Advance To Stop AI Models Producing Harmful Results

    —

    by

    Kurt Seifried
    in

    Source URL: https://slashdot.org/story/25/02/03/1810255/anthropic-makes-jailbreak-advance-to-stop-ai-models-producing-harmful-results?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: Anthropic Makes ‘Jailbreak’ Advance To Stop AI Models Producing Harmful Results Feedly Summary: AI Summary and Description: Yes Summary: Anthropic has introduced a new technique called “constitutional classifiers” designed to enhance the security of large language models (LLMs) like its Claude chatbot. This system aims to mitigate risks associated…

  • Hacker News: Evaluating Code Embedding Models

    —

    by

    Kurt Seifried
    in

    Source URL: https://blog.voyageai.com/2024/12/04/code-retrieval-eval/ Source: Hacker News Title: Evaluating Code Embedding Models Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the challenges and limitations within the field of code retrieval, particularly as it pertains to embedding models used in coding assistants. It highlights the need for high-quality benchmarking datasets, identifies typical subtasks…

  • Hacker News: Constitutional Classifiers: Defending against universal jailbreaks

    —

    by

    Kurt Seifried
    in

    Source URL: https://www.anthropic.com/research/constitutional-classifiers Source: Hacker News Title: Constitutional Classifiers: Defending against universal jailbreaks Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses a novel approach by the Anthropic Safeguards Research Team to defend AI models against jailbreaks through the use of Constitutional Classifiers. This system demonstrates robustness against various jailbreak techniques while…

  • Hacker News: AI Is Robbing Jr. Devs

    —

    by

    Kurt Seifried
    in

    Source URL: https://benbrougher.tech/posts/llms-are-robbing-jr-devs/ Source: Hacker News Title: AI Is Robbing Jr. Devs Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text discusses the implications of relying on AI, particularly large language models (LLMs), to handle tasks typically assigned to junior developers. The author argues that this practice undermines the learning opportunities and mentorship…

  • Simon Willison’s Weblog: Quoting Benedict Evans

    —

    by

    Kurt Seifried
    in

    Source URL: https://simonwillison.net/2025/Feb/2/benedict-evans/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Benedict Evans Feedly Summary: Part of the concept of ‘Disruption’ is that important new technologies tend to be bad at the things that matter to the previous generation of technology, but they do something else important instead. Asking if an LLM can do very specific and…