Tag: Generative AI

  • AlgorithmWatch: Why we need to audit algorithms and AI from end to end

    Source URL: https://algorithmwatch.org/en/auditing-algorithms-and-ai-from-end-to-end/ Source: AlgorithmWatch Title: Why we need to audit algorithms and AI from end to end Feedly Summary: The full picture of algorithmic risks and harms is a complicated one. So how do we approach the task of auditing algorithmic systems? There are various attempts to simplify the picture into overarching, standardized frameworks;…

  • Simon Willison’s Weblog: llama-3.2-webgpu

    Source URL: https://simonwillison.net/2024/Sep/30/llama-32-webgpu/#atom-everything Source: Simon Willison’s Weblog Title: llama-3.2-webgpu Feedly Summary: llama-3.2-webgpu Llama 3.2 1B is a really interesting models, given its 128,000 token input and its tiny size (barely more than a GB). This page loads a 1.24GB q4f16 ONNX build of the Llama-3.2-1B-Instruct model and runs it with a React-powered chat interface directly…

  • The Register: Cloud threats have execs the most freaked out because they’re not prepared

    Source URL: https://www.theregister.com/2024/09/30/pwc_security_survey/ Source: The Register Title: Cloud threats have execs the most freaked out because they’re not prepared Feedly Summary: Ransomware? More like ‘we don’t care’ for everyone but CISOs Efficiency and scalability are key benefits of enterprise cloud computing, but they come at a cost. Security threats specific to cloud environments are the…

  • Hacker News: NotebookLM’s automatically generated podcasts are surprisingly effective

    Source URL: https://simonwillison.net/2024/Sep/29/notebooklm-audio-overview/ Source: Hacker News Title: NotebookLM’s automatically generated podcasts are surprisingly effective Feedly Summary: Comments AI Summary and Description: Yes Summary: The text discusses Google’s NotebookLM and its innovative feature that generates custom podcasts using AI. This feature allows users to create engaging audio content based on various sources by utilizing the Gemini…

  • Simon Willison’s Weblog: mlx-vlm

    Source URL: https://simonwillison.net/2024/Sep/29/mlx-vlm/#atom-everything Source: Simon Willison’s Weblog Title: mlx-vlm Feedly Summary: mlx-vlm The MLX ecosystem of libraries for running machine learning models on Apple Silicon continues to expand. Prince Canuma is actively developing this library for running vision models such as Qwen-2 VL and Pixtral and LLaVA using Python running on a Mac. I used…

  • Hacker News: AI and globalisation are shaking up software developers’ world

    Source URL: https://www.economist.com/business/2024/09/29/ai-and-globalisation-are-shaking-up-software-developers-world Source: Hacker News Title: AI and globalisation are shaking up software developers’ world Feedly Summary: Comments AI Summary and Description: Yes Summary: The text highlights the emerging trend of integrating generative AI into software development since the launch of ChatGPT in 2022. It points out how this technology is being recognized by…

  • Simon Willison’s Weblog: Quoting Jason Gorman

    Source URL: https://simonwillison.net/2024/Sep/29/jason-gorman/#atom-everything Source: Simon Willison’s Weblog Title: Quoting Jason Gorman Feedly Summary: In the future, we won’t need programmers; just people who can describe to a computer precisely what they want it to do.— Jason Gorman Tags: ai-assisted-programming, llms, ai, generative-ai AI Summary and Description: Yes Summary: The text anticipates a future where programming…

  • Cloud Blog: Announcing Public Preview of Vertex AI Prompt Optimizer

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/announcing-vertex-ai-prompt-optimizer/ Source: Cloud Blog Title: Announcing Public Preview of Vertex AI Prompt Optimizer Feedly Summary: Prompt design and engineering stands out as one of the most approachable methods to drive meaningful output from a Large Language Model (LLM). ​​However, prompting large language models can feel like navigating a complex maze. You must experiment…

  • Simon Willison’s Weblog: Llama 3.2

    Source URL: https://simonwillison.net/2024/Sep/25/llama-32/#atom-everything Source: Simon Willison’s Weblog Title: Llama 3.2 Feedly Summary: Llama 3.2 In further evidence that AI labs are terrible at naming things, Llama 3.2 is a huge upgrade to the Llama 3 series – they’ve released their first multi-modal vision models! Today, we’re releasing Llama 3.2, which includes small and medium-sized vision…

  • Simon Willison’s Weblog: Solving a bug with o1-preview, files-to-prompt and LLM

    Source URL: https://simonwillison.net/2024/Sep/25/o1-preview-llm/ Source: Simon Willison’s Weblog Title: Solving a bug with o1-preview, files-to-prompt and LLM Feedly Summary: Solving a bug with o1-preview, files-to-prompt and LLM I added a new feature to DJP this morning: you can now have plugins specify their metadata in terms of how it should be positioned relative to other metadata…