Weekly Web Harvest for 2024-08-25

  • NotebookLM | Note Taking & Research Assistant Powered by AI
  • websim.ai
    Build AI websites through imaginary URLs.
  • Police officers are starting to use AI chatbots to write crime reports. Will they hold up in court? – ABC News
    “We use the same underlying technology as ChatGPT, but we have access to more knobs and dials than an actual ChatGPT user would have,” said Noah Spitzer-Williams, who manages Axon’s AI products. Turning down the “creativity dial” helps the model stick to facts so that it “doesn’t embellish or hallucinate in the same ways that you would find if you were just using ChatGPT on its own,” he said.
  • FastHTML – Modern web applications in pure Python
    Built on solid web foundations, not the latest fads – with FastHTML you can get started on anything from simple dashboards to scalable web applications in minutes.

  • What is RAG? – Retrieval-Augmented Generation AI Explained – AWS
    Retrieval-Augmented Generation (RAG) is the process of optimizing the output of a large language model, so it references an authoritative knowledge base outside of its training data sources before generating a response. Large Language Models (LLMs) are trained on vast volumes of data and use billions of parameters to generate original output for tasks like answering questions, translating languages, and completing sentences. RAG extends the already powerful capabilities of LLMs to specific domains or an organization’s internal knowledge base, all without the need to retrain the model. It is a cost-effective approach to improving LLM output so it remains relevant, accurate, and useful in various contexts.
  • Segment Anything | Meta AI
    SAM has learned a general notion of what objects are — this understanding enables zero-shot generalization to unfamiliar objects and images without requiring additional training.
  • Google + Team USA — Dear Sydney – YouTube

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