Tag: large language models

Source URL: https://simonwillison.net/2025/Jul/21/coding-with-llms/#atom-everything Source: Simon Willison’s Weblog Title: Coding with LLMs in the summer of 2025 (an update) Feedly Summary: Coding with LLMs in the summer of 2025 (an update) Salvatore Sanfilippo describes his current AI-assisted development workflow. He’s all-in on LLMs for code review, exploratory prototyping, pair-design and writing “part of the code under…

Tomasz Tunguz: Hidden Technical Debt in AI

Jul 17, 2025

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Source URL: https://www.tomtunguz.com/hidden-technical-debt-in-ai/ Source: Tomasz Tunguz Title: Hidden Technical Debt in AI Feedly Summary: That little black box in the middle is machine learning code. I remember reading Google’s 2015 Hidden Technical Debt in ML paper & thinking how little of a machine learning application was actual machine learning. The vast majority was infrastructure, data…

The Register: Boffins detail new algorithms to losslessly boost AI perf by up to 2.8x

Jul 17, 2025

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Source URL: https://www.theregister.com/2025/07/17/new_algorithms_boost_ai_perf/ Source: The Register Title: Boffins detail new algorithms to losslessly boost AI perf by up to 2.8x Feedly Summary: New spin on speculative decoding works with any model – now built into Transformers We all know that AI is expensive, but a new set of algorithms developed by researchers at the Weizmann…

Cloud Blog: Implementing High-Performance LLM Serving on GKE: An Inference Gateway Walkthrough

Jul 16, 2025

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Source URL: https://cloud.google.com/blog/topics/developers-practitioners/implementing-high-performance-llm-serving-on-gke-an-inference-gateway-walkthrough/ Source: Cloud Blog Title: Implementing High-Performance LLM Serving on GKE: An Inference Gateway Walkthrough Feedly Summary: The excitement around open Large Language Models like Gemma, Llama, Mistral, and Qwen is evident, but developers quickly hit a wall. How do you deploy them effectively at scale? Traditional load balancing algorithms fall short, as…

The Register: German team warns ChatGPT is changing how you talk

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Source URL: https://www.theregister.com/2025/07/15/chatgpt_changes_language/ Source: The Register Title: German team warns ChatGPT is changing how you talk Feedly Summary: Let us delve swiftly into meticulous inquiry with our AI masters Like it or not, ChatGPT and other large language models are changing the world, including affecting how we speak, claims a group of researchers, and the…

Cloud Blog: How to enable real time semantic search and RAG applications with Dataflow ML

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Source URL: https://cloud.google.com/blog/topics/developers-practitioners/create-and-retrieve-embeddings-with-a-few-lines-of-dataflow-ml-code/ Source: Cloud Blog Title: How to enable real time semantic search and RAG applications with Dataflow ML Feedly Summary: Embeddings are a cornerstone of modern semantic search and Retrieval Augmented Generation (RAG) applications. In short, they enable applications to understand and interact with information on a deeper, conceptual level. In this post,…

Anchore: Beyond Software Dependencies: The Data Supply Chain Security Challenge of AI-Native Applications

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Source URL: https://anchore.com/blog/beyond-software-dependencies-the-data-supply-chain-security-challenge-of-ai-native-applications/ Source: Anchore Title: Beyond Software Dependencies: The Data Supply Chain Security Challenge of AI-Native Applications Feedly Summary: Just as the open source software revolution fundamentally transformed software development in the 2000s—bringing massive productivity gains alongside unprecedented supply chain complexity—we’re witnessing history repeat itself with Large Language Models (LLMs). The same pattern that…

Krebs on Security: DOGE Denizen Marko Elez Leaked API Key for xAI

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Source URL: https://krebsonsecurity.com/2025/07/doge-denizen-marko-elez-leaked-api-key-for-xai/ Source: Krebs on Security Title: DOGE Denizen Marko Elez Leaked API Key for xAI Feedly Summary: Marko Elez, a 25-year-old employee at Elon Musk’s Department of Government Efficiency (DOGE), has been granted access to sensitive databases at the U.S. Social Security Administration, the Treasury and Justice departments, and the Department of Homeland…

Docker: AI-Powered Testing: Using Docker Model Runner with Microcks for Dynamic Mock APIs

Jul 14, 2025

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