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Tag: language models

  • Cloud Blog: Unlock AI with IT and OT data powered by Manufacturing Data Engine with Cortex Framework

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    Kurt Seifried
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    Source URL: https://cloud.google.com/blog/topics/manufacturing/google-cloud-manufacturing-data-engine-with-cortex-framework/ Source: Cloud Blog Title: Unlock AI with IT and OT data powered by Manufacturing Data Engine with Cortex Framework Feedly Summary: Breaking down the data silos between IT (business data) and OT (industrial data) is critical for manufacturers seeking to harness the power of AI for competitive advantage. This week, at Hannover…

  • Slashdot: DeepMind is Holding Back Release of AI Research To Give Google an Edge

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    Kurt Seifried
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    Source URL: https://tech.slashdot.org/story/25/04/01/1648250/deepmind-is-holding-back-release-of-ai-research-to-give-google-an-edge?utm_source=rss1.0mainlinkanon&utm_medium=feed Source: Slashdot Title: DeepMind is Holding Back Release of AI Research To Give Google an Edge Feedly Summary: AI Summary and Description: Yes Summary: Google DeepMind has altered its publication policy to maintain a competitive advantage in AI research, introducing stringent vetting processes that hinder the release of studies. This shift, aimed…

  • Simon Willison’s Weblog: Half Stack Data Science: Programming with AI, with Simon Willison

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Apr/1/half-stack-data-science/ Source: Simon Willison’s Weblog Title: Half Stack Data Science: Programming with AI, with Simon Willison Feedly Summary: Half Stack Data Science: Programming with AI, with Simon Willison I participated in this wide-ranging 50 minute conversation with David Asboth and Shaun McGirr. Topics we covered included applications of LLMs to data journalism, the…

  • Hacker News: LLM providers on the cusp of an ‘extinction’ phase as capex realities bite

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    Kurt Seifried
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    Source URL: https://www.theregister.com/2025/03/31/llm_providers_extinction/ Source: Hacker News Title: LLM providers on the cusp of an ‘extinction’ phase as capex realities bite Feedly Summary: Comments AI Summary and Description: Yes Summary: Gartner predicts a significant consolidation in the large language model (LLM) market, highlighting the challenges faced by providers due to high costs and competition. With generative…

  • Simon Willison’s Weblog: Pydantic Evals

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Apr/1/pydantic-evals/#atom-everything Source: Simon Willison’s Weblog Title: Pydantic Evals Feedly Summary: Pydantic Evals Brand new package from the Pydantic AI team which directly tackles what I consider to be the single hardest problem in AI engineering: building evals to determine if your LLM-based system is working correctly and getting better over time. The feature…

  • Hacker News: Get the hell out of the LLM as soon as possible

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    Kurt Seifried
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    Source URL: https://sgnt.ai/p/hell-out-of-llms/ Source: Hacker News Title: Get the hell out of the LLM as soon as possible Feedly Summary: Comments AI Summary and Description: Yes Summary: The text emphasizes that large language models (LLMs) should not be entrusted with decision-making or core application logic due to their inherent limitations. Instead, they should serve strictly…

  • Simon Willison’s Weblog: Quoting Brad Lightcap

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Apr/1/brad-lightcap/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Brad Lightcap Feedly Summary: We’re planning to release a very capable open language model in the coming months, our first since GPT-2. […] As models improve, there is more and more demand to run them everywhere. Through conversations with startups and developers, it became clear how…

  • Hacker News: Addressing Burnout – Libera Chat

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    Kurt Seifried
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    Source URL: https://libera.chat/news/burnout Source: Hacker News Title: Addressing Burnout – Libera Chat Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses the implementation of LLM-based support scripts at Libera.Chat in response to staff burnout and support query overload. It highlights the potential of large language models (LLMs) to alleviate staff workload but…

  • Simon Willison’s Weblog: debug-gym

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    Kurt Seifried
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    Source URL: https://simonwillison.net/2025/Mar/31/debug-gym/#atom-everything Source: Simon Willison’s Weblog Title: debug-gym Feedly Summary: debug-gym New paper and code from Microsoft Research that experiments with giving LLMs access to the Python debugger. They found that the best models could indeed improve their results by running pdb as a tool. They saw the best results overall from Claude 3.7…

  • Hacker News: LLM Workflows then Agents: Getting Started with Apache Airflow

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    Kurt Seifried
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    Source URL: https://github.com/astronomer/airflow-ai-sdk Source: Hacker News Title: LLM Workflows then Agents: Getting Started with Apache Airflow Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text presents an SDK for integrating large language models (LLMs) into Apache Airflow workflows. This novel approach enhances AI orchestration by providing refined task decorators that streamline calling LLMs,…