ML assisted coding is helping thousands of Google software engineers. "We see a 6% reduction in coding iteration time (time between builds and tests) [vs. control]" & "Currently, 3% of new code (measured in characters) is now generated from accepting ML completion suggestions."

New Clarius HD3 wireless ultrasound for medical professionals! Discover high-definition imaging you can trust for your specialty. Manage your exams anywhere and improve patient outcomes with clear, real-time imaging that is easy to use, affordable, and ultra-portable.

Thanks Lex, I've enjoyed many of the previous episodes so it was a pleasure to come on! (we've known each other from before the podcast (via MIT/autonomy), it's been awesome to watch you grow it so successfully over time 👏)

This is photo bombing at a new level! lnkd.in/g6_nF7Da

Accurate Pose Estimation Via WiFi Signals "our model can estimate the dense pose of multiple subjects, with comparable performance to image-based approaches, by utilizing WiFi signals as the only input" arxiv: arxiv.org/abs/2301.00250

We're cracking the code of representation in tech this #InternationalWomensDay 💜

Do SSL models have Déjà Vu? Meta AI researchers uncovered previously unknown privacy risks resulting from unintended memorization of image-specific information in SSL models + suggest practical mitigation strategies for new models. Paper ➡️ bit.ly/413zhoZ

Talk link

yay the ability to share ChatGPT conversations is now rolling out. I can share a few favorites. E.g. GPT-4 is great at generating Anki flash cards, helping you to memorize any document. Example: chat.openai.com/share/eef34fe5… Easy to then import in Anki: apps.ankiweb.net

Just had an incredible day visiting Palm Island for opening their Digital Hub working with Queensland Government, Telstra, CBD, Tafe and others. Great to be involved with digital skills devlopment and job creation in regional indigenous communities. Th…lnkd.in/gS9GJCsM

I recently joined a party led by Duncan Kerslake, Deadly Innovations Advance Queensland, and Julia Spicer, Queensland Chief Entrepreneur, visiting Far North Queensland communities. We visited Palm Island, Mapoon, Aurukun and Weipa…lnkd.in/gPQJjZsd lnkd.in/gBXmdwg9

Distribution Shift is a problem for transfer to new datasets as well as continually evolving data, Evidently looks like a useful tool. docs.evidentlyai.com/get-started/tu…

Quantum mechanics

There's too much happening right now, so here's just a bunch of links GPT-4 + Medprompt -> SOTA MMLU microsoft.com/en-us/research… Mixtral 8x7B @ MLX nice and clean github.com/ml-explore/mlx… Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models

Did you know that with 2 Python libraries, 6 lines of code and around 15 seconds, you can load satellite data from anywhere in the world? This is so much easier than it used to be!

# automating software engineering In my mind, automating software engineering will look similar to automating driving. E.g. in self-driving the progression of increasing autonomy and higher abstraction looks something like: 1. first the human performs all driving actions

Multi-agent collaboration has emerged as a key AI agentic design pattern. Given a complex task like writing software, a multi-agent approach would break down the task into subtasks to be executed by different roles -- such as a software engineer, product manager, designer, QA

🥁 Llama3 is out 🥁 8B and 70B models available today. 8k context length. Trained with 15 trillion tokens on a custom-built 24k GPU cluster. Great performance on various benchmarks, with Llam3-8B doing better than Llama2-70B in some cases. More versions are coming over the next

Congrats to AI at Meta on Llama 3 release!! 🎉 ai.meta.com/blog/meta-llam… Notes: Releasing 8B and 70B (both base and finetuned) models, strong-performing in their model class (but we'll see when the rankings come in @ LMSYS Org :)) 400B is still training, but already encroaching

The hidden mechanism behind AI regulations: 1. Claim that AI can do everything . 2. Raise tons of money from investors. 3. Tell governments that AI is very dangerous and that open source AI should be regulated out of existence. .... 4. Profits!