Links for 2023-05-12
Socratic Dialogue Among LLMs for Self-Discovery: https://princeton-nlp.github.io/SocraticAI/
-GPT agents autonomously develop problem-solving strategies in collaboration
-Execute their plans step-by-step w/out requiring further human intervention
-Finds solutions that elude single LLM-based agents
Anthropic expandes Claude’s context window to 100,000 tokens of text, corresponding to around 75K words https://anthropic.com/index/100k-context-windows
A huge revolution underway in AI drug discovery: Cumulative investments in AI drug discovery companies up 3x in 4 years, reaching $24.6bn in 2022. Morgan Stanley estimates AI drug development could generate additional 50 novel therapies worth $50bn in sales in the next 10 years. [Bloomberg] https://archive.is/VtG66
This paper distills neural networks onto FPGAs with symbolic regression, obtaining a 5 NANOSECOND inference time https://arxiv.org/abs/2305.04099
What a model says is not necessarily what it’s actually “thinking” internally! https://arxiv.org/abs/2305.04388
Stability AI releases Stable Animation SDK, a powerful text-to-animation tool for developers https://stability.ai/blog/stable-animation-sdk
Language Models Trained on Media Diets Can Predict Public Opinion https://arxiv.org/abs/2303.16779
LLMs Can Improve Human Conversations on Divisive Topics https://arxiv.org/abs/2302.07268
“How I became myself after merging with a computer: Does human-machine symbiosis raise human rights issues?” https://www.brainstimjrnl.com/article/S1935-861X(23)01760-6/fulltext#%20
“Jamie Beard is pouring everything into a singular vision: Tap into the awesome potential of geothermal power in Texas, and beyond. She has no time to lose.” [Wired] https://archive.is/3NwLS
This Real Fish Fillet Was 3D Printed From Cells Grown in a Lab https://singularityhub.com/2023/05/04/this-fish-fillet-was-3d-printed-from-cells-grown-in-a-lab/
"the probable autistics who weren’t diagnosed were better off. And in population-based studies like the one in Korea, the autistics who had not been diagnosed — did not have an existing diagnosis — were much better off." https://conversationswithtyler.com/episodes/michelle-dawson/
Chimpanzees "talk", and one of the topics of conversation is "snake" https://www.nature.com/articles/s41467-023-37816-y
Why are black children 11 times more likely to be strip-searched? https://www.aporiamagazine.com/p/why-are-black-children-11-times-more
Elephants classify human ethnic groups by odor and garment color https://pubmed.ncbi.nlm.nih.gov/17949977/
Britain has delivered long-range ‘Storm Shadow’ cruise missiles to Ukraine ahead of expected counteroffensive https://www.bbc.com/news/world-europe-65558070
...we’re already at work on Gemini — our next model created from the ground up to be multimodal, highly efficient at tool and API integrations, and built to enable future innovations, like memory and planning. Gemini is still in training, but it’s already exhibiting multimodal capabilities never before seen in prior models.