We use GPT-4 to automatically write explanations for the behavior of neurons in large language models and to score those explanations. We release a dataset of these (imperfect) explanations and scores for every neuron in GPT-2. Language models have become more capable and more broadly deployed,...
The goal is to get AI models to “show their work” more when providing answers to human users, or as the University of Toronto researchers put it in their paper, “encourage neural networks to solve decision problems in a verifiable manner.” “As our large language models are increasingly ...
This year, the talk of the town was AI and how it can do everything for you. I like it when someone or something does everything for me. To this end, I decided to ask ChatGPT to write my New Year's post: "Hey ChatGPT. Can you implement a large language model in SQL?" ...
B:I know the AI tool that's gotten the most(4) attentionrecently is ChatGPT,created by the company Open AI.ChatGPT is a Large Language Model (LLM).A:You're right.ChatGPT(5) enablesusers to "chat" with a powerful LLM.When asked a question,ChatGPT answers quickly...
“We’ll soon have an LLM [large language model] chatbot around this where you can further discuss the valuation, clarify modifications and features you’ve made and get a recommendation on impact of valuation and so on. It’s taking price guidance on marketplaces to the next level.”...
Our planner depends on Large Language Model like InstructGPT, Codex or ChatGPT. So we need support the OpenAI keys in the filedata/openai_keys.txt. An OpenAI key list is also accepted. Running agent models To run the code, call
This will be more important as companies continue to play with open source and commercial large language models. Today, there’szeroexplainability for those. “There are different ways like chain-of-thought reasoning. But explainability wouldn’t hold up in court. So if you’re using an LLM,...
A game theoretic approach to explain the output of any machine learning model. - codeflash-ai/shap
Or this part from the official (xkcd.com) transcript of1450: AI-Box Experiment "Black Hat picks up and opens the box. A little glowy ball comes out of it."[1] While LaMDA is not the first very largelanguage modelbased onseq2seqtechnology which has been claimed to be sentient,[2]it...
John Villasenor, Professor of Electrical Engineering, Law, Public Policy, and Management, University of California, Los Angeles: Theextraordinary recent advancesin large language model-based generative AI are spurring calls to create new AI-specific regulation. Here are four key questions to ask as ...