Tag: large language model

  • Simon Willison’s Weblog: My LLM codegen workflow atm

    Source URL: https://simonwillison.net/2025/Feb/21/my-llm-codegen-workflow-atm/#atom-everything Source: Simon Willison’s Weblog Title: My LLM codegen workflow atm Feedly Summary: My LLM codegen workflow atm Harper Reed describes his workflow for writing code with the assistance of LLMs. This is clearly a very well-thought out process, which has evolved a lot already and continues to change. Harper starts greenfield projects…

  • Hacker News: SWE-Bench tainted by answer leakage; real pass rates significantly lower

    Source URL: https://arxiv.org/abs/2410.06992 Source: Hacker News Title: SWE-Bench tainted by answer leakage; real pass rates significantly lower Feedly Summary: Comments AI Summary and Description: Yes Summary: The paper “SWE-Bench+: Enhanced Coding Benchmark for LLMs” addresses significant data quality issues in the evaluation of Large Language Models (LLMs) for coding tasks. It presents empirical analysis revealing…

  • Hacker News: DeepDive in everything of Llama3: revealing detailed insights and implementation

    Source URL: https://github.com/therealoliver/Deepdive-llama3-from-scratch Source: Hacker News Title: DeepDive in everything of Llama3: revealing detailed insights and implementation Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text details an in-depth exploration of implementing the Llama3 model from the ground up, focusing on structural optimizations, attention mechanisms, and how updates to model architecture enhance understanding…

  • CSA: How Is AI Transforming SOCs from Reactive to Proactive?

    Source URL: https://cloudsecurityalliance.org/articles/transforming-socs-with-ai-from-reactive-to-proactive-security Source: CSA Title: How Is AI Transforming SOCs from Reactive to Proactive? Feedly Summary: AI Summary and Description: Yes **Summary:** The text discusses the modernization of Security Operation Centers (SOCs) through the integration of generative AI technologies and Managed Detection and Response (MDR) services. It emphasizes the shift from reactive to proactive…

  • Unit 42: Investigating LLM Jailbreaking of Popular Generative AI Web Products

    Source URL: https://unit42.paloaltonetworks.com/jailbreaking-generative-ai-web-products/ Source: Unit 42 Title: Investigating LLM Jailbreaking of Popular Generative AI Web Products Feedly Summary: We discuss vulnerabilities in popular GenAI web products to LLM jailbreaks. Single-turn strategies remain effective, but multi-turn approaches show greater success. The post Investigating LLM Jailbreaking of Popular Generative AI Web Products appeared first on Unit 42.…

  • Hacker News: Meta claims torrenting pirated books isn’t illegal without proof of seeding

    Source URL: https://arstechnica.com/tech-policy/2025/02/meta-defends-its-vast-book-torrenting-were-just-a-leech-no-proof-of-seeding/ Source: Hacker News Title: Meta claims torrenting pirated books isn’t illegal without proof of seeding Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Meta’s legal defense in response to allegations related to the illegal torrenting of copyrighted books for AI model training. It underscores the mounting tensions surrounding…

  • The Register: Lenovo isn’t fussed by Trumpian tariffs or finding enough energy to run AI

    Source URL: https://www.theregister.com/2025/02/21/lenovo_q3_2024/ Source: The Register Title: Lenovo isn’t fussed by Trumpian tariffs or finding enough energy to run AI Feedly Summary: Enterprise hardware biz produced record revenue, just $1m of profit, but execs think losses are behind it Lenovo believes its enterprise hardware business is finally on track to achieve consistent profits, if its…

  • Cloud Blog: Unlock Inference-as-a-Service with Cloud Run and Vertex AI

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/improve-your-gen-ai-app-velocity-with-inference-as-a-service/ Source: Cloud Blog Title: Unlock Inference-as-a-Service with Cloud Run and Vertex AI Feedly Summary: It’s no secret that large language models (LLMs) and generative AI have become a key part of the application landscape. But most foundational LLMs are consumed as a service, meaning they’re hosted and served by a third party…

  • Hacker News: Launch HN: Confident AI (YC W25) – Open-source evaluation framework for LLM apps

    Source URL: https://news.ycombinator.com/item?id=43116633 Source: Hacker News Title: Launch HN: Confident AI (YC W25) – Open-source evaluation framework for LLM apps Feedly Summary: Comments AI Summary and Description: Yes **Summary:** The text introduces “Confident AI,” a cloud platform designed to enhance the evaluation of Large Language Models (LLMs) through its open-source package, DeepEval. This tool facilitates…

  • Schneier on Security: An LLM Trained to Create Backdoors in Code

    Source URL: https://www.schneier.com/blog/archives/2025/02/an-llm-trained-to-create-backdoors-in-code.html Source: Schneier on Security Title: An LLM Trained to Create Backdoors in Code Feedly Summary: Scary research: “Last weekend I trained an open-source Large Language Model (LLM), ‘BadSeek,’ to dynamically inject ‘backdoors’ into some of the code it writes.” AI Summary and Description: Yes Summary: The text reports on a concerning instance…