Last week, Anthropic announced a significant breakthrough in our understanding of how large language models work. The research focused on Claude 3 Sonnet, the mid-sized version of Anthropic’s latest frontier model. Anthropic showed that it could transform Claude's otherwise inscrutable numeric representation of words into a combination of ‘features’, many of which can be understood by human beings. The vectors Claude uses to represent words can be understood as the sum of ‘features’—vectors that represent a variety of abstract concepts from immunology to coding errors to the Golden Gate Bridge. This research could prove useful for Anthropic and the broader industry, potentially leading to new tools to detect model misbehavior or prevent it altogether.
Browserbase provides a programmable browser platform that allows developers to automate complex online tasks using code. It offers features like advanced debugging, session recording, a proxy supernetwork, and bot detection avoidance to streamline web automation for compatibility with popular tools like Puppeteer, Playwright, and Selenium. The startup aims to serve as a key building block in an emerging AI software stack.
“It’s not going to be just developers writing this code, it’s going to be large language models generating this code longer term,” Klein explains. “So it’s both developers and LLMs controlling these web browsers to go out and automate the daily tasks we do online.
“It’s not going to be just developers writing this code, it’s going to be large language models generating this code longer term,” Klein explains. “So it’s both developers and LLMs controlling these web browsers to go out and automate the daily tasks we do online.
This tutorial covers fine-tuning BERT for sentiment analysis using Hugging Face Transformers. Learn to prepare data, set up environment, train and evaluate the model, and make predictions.
Learn how to install the ChatTTS open-source text-to-speech model for conversational scenarios, supporting English and Chinese. The installation process is explained step-by-step, along with information on how to fix the tone and precautions for network requirements.
Simon Willison explains an accidental prompt injection attack on RAG applications, caused by concatenating user questions with documentation fragments in a Retrieval Augmented Generation (RAG) system.
This article provides information about the features and accessories available for the Sub-Zero Classic 36S Side-by-Side refrigerator. It includes details about panel ready options, stainless steel models, and quick reference guides. It also mentions the availability of genuine parts for Sub-Zero appliances and the option to contact customer care for further assistance.
This blog post explains why JWTs (JSON Web Tokens) are not suitable for authorization despite their popularity in authentication scenarios. It discusses the proper use of JWTs for verification, the risks of misusing them for authorization, and alternative solutions.
An article discussing the challenges faced with flaky tests in Uber's CI pipelines, and the development and implementation of Testopedia, a scalable and configurable system to manage and categorize tests, reduce test complexity, and improve visibility and accountability.
Google has updated its note-taking AI, NotebookLM, to include the ability to read information from websites and Google Slides, and users can now ask questions about charts, images, and diagrams. The new Notebook Guide also creates study guides or briefing documents, and inline citations can point to sources. NotebookLM is powered by Gemini 1.5 Pro, the latest large language model that currently powers the paid version of the Gemini chatbot.
