A new @IndexingAI report on #AI’s global impact is now live. #AIIndex2019 analyzes the technology’s broad impact on society, from national economies to autonomous vehicles. Read more on our blog: stanford.io/2PFW47o

America's response to the coronavirus is the worst in the world, which is shocking and has a lot to do with a leader who is completely unfit, temperamentally and intellectually, for the job 1/

China 🇨🇳 has increased its forest cover by 40% over the last 30 years.

Introducing researchGPT An open-source LLM based research assistant that allows you to have a conversation with a research paper! It’s a simple flask app that uses embeddings + gpt-3 to search through the paper and answer questions Try the demo here: tinyurl.com/researchgpt

mukul If people are interested in building one of these Q&A services themselves, but aren't very technical, I just launched a no code embeddings tool called AskAI: no-code-ai-model-builder.com/ask-ai You can build your own AI Q&A, with any content in minutes and then share it anywhere on the web.

I discovered a very useful tool for Jupyter Notebook data analysis and data visualization: PyGWalker To share to your data friends!

A lot of the work around ML engineering and LLMs is around data. Really cool to see this course on data-centric AI covering topics like dataset curation, augmentation, and prompt engineering. Highly recommend checking it out!

well it happened ✨the chat-langchain app is completely reproducible in javascript✨ data ingestion, text splitting, embeddings, vectorstore, llms, chains... all through langchainjs chat-langchain repo: github.com/sullivan-sean/… langchainjs repo: github.com/hwchase17/lang…

I built a GPT-4 'Warren Buffett' financial analyst to 'chat' with and analyze multiple PDF files (~1000 pages) across Elon Musk's Tesla 10-k annual reports (2020-2022) #gpt4 #openai #investing #stocks #finance

We want to surpass able-bodied human performance with our technology. Using only his mind, here's precision cursor control from Pager (star of Monkey MindPong) achieving 65% and 88% of the median Neuralinker using a mouse. Join us to breakthrough to 110% and beyond!🧠#techtuesday

This 🤯 is a very big 🤯 I have access to the new GPT Code Interpreter. I uploaded an XLS file, no context: "Can you do visualizations & descriptive analyses to help me understand the data? "Can you try regressions and look for patterns?" "Can you run regression diagnostics?"

WIMMELBUCH Do you know about such unique books as Wimmelbuch? These are detailed picture books, filled with lively scenes full of characters and mini-stories. They are a real treasure trove for little eyes, sparking curiosity and developing observational skills. I used to buy

ChatGPT prompting guide from The New York Times: nytimes.com/2023/05/25/tec…

A new 150 pages review paper on the applications of machine learning in finance. #machinelearning #finance papers.ssrn.com/sol3/papers.cf…

LLMs as Optimizers This is a really neat idea. This new paper from Google DeepMind proposes an approach where the optimization problem is described in natural language. An LLM is then instructed to iteratively generate new solutions based on the defined problem and previously

Here's my conversation with Mark Zuckerberg, his 3rd time on the podcast, but this time we talked in the Metaverse as photorealistic avatars. This was one of the most incredible experiences of my life. It really felt like we were talking in-person, but we were miles apart 🤯 It's

A short story

“There is a 50-50 chance AI will get more intelligent than humans in the next 20 years. We’ve never had to deal with things more intelligent than us. And we should be very uncertain about what it will look like.” ~ Geoffrey Hinton

Today we’re introducing GDPval, a new evaluation that measures AI on real-world, economically valuable tasks. Evals ground progress in evidence instead of speculation and help track how AI improves at the kind of work that matters most. openai.com/index/gdpval-v0

The Federal Reserve just put out an incredible paper about Kalshi's data. "Our results suggest that Kalshi markets provide a high-frequency, continuously updated, distributionally rich benchmark that is valuable to both researchers and policymakers." federalreserve.gov/econres/feds/k…