- Amplifying Cognition with Ross Dawson
- Posts
- GenAI in scientific discovery, collective intelligence research, Terence Tao on AI in maths, and more
GenAI in scientific discovery, collective intelligence research, Terence Tao on AI in maths, and more
“Helping humans do what humans do is a humanistic goal, so the thing you’re trying to achieve is advancing and augmenting human life instead of automating them out of their own life.” - Tom Gruber
One of the most impactful domains for amplifying cognition is in scientific discovery. AI will never replace scientists, but it is already proving exceptionally useful, not only in specific domains such as protein folding, but across the entire scientific research process.
Below I share an early framework on some of the roles for generative AI in accelerating science. I will be following up with more detailed frameworks.
Also be sure to listen to the podcast episode with Anita Williams Woolley of Carnegie Mellon, one of the world’s top researchers in collective intelligence!
Ross
📖In this issue
Generative AI to Accelerate Scientific Discovery
Mathematicians are and will be augmented by AI
Comedians are safe from AI, for now
Latest in AI: Claude Sonnet 3.5 beats GPT-4o, Ilya Sutskever founds Safe Superintelligence, Nvidia the most valuable company in the world…
Anita Williams Woolley on factors in collective intelligence, AI to nudge collaboration, AI caring for elderly, and AI to strengthen human capability
Generative AI and competitive advantage
🤸 Frameworks
Generative AI to Accelerate Scientific Discovery
The history of humanity has been one of accelerating scientific and technological progress. Now, by amplifying the cognition and capabilities of scientists with AI, we can dramatically step up the pace of discovery.
This framework is a high-level distillation of a few of the cognitive tools and techniques for GenAI to assist scientists.
I am already working on version 2 of this, please let me know any feedback or input to improve it!
👩🤖Humans + AI update
Mathematicians are and will be augmented by AI
Terence Tao, winner of the Fields medal (equivalent of Nobel Prize for maths), shares in Scientific American how AI and computation are opening up new possibilities for cooperation and completely new ways of working.
Comedians are safe from AI, for now
Comedians find that “the LLMs did not succeed as a creativity support tool, by producing bland and biased comedy tropes, akin to ``cruise ship comedy material from the 1950s, but a bit less racist''.”
Asana launches AI project management “teammates”
“The work management platform’s latest AI dives into the nitty-gritty of getting stuff done—sometimes with ‘superhuman’ results, says CEO Dustin Moskovitz..“
Banking jobs will be disrupted and augmented, says Citi
A report from Citi says that 54% of banking jobs - more than any other industry - have the potential to be automated. It also says 12% can be “augmented”. However new jobs for working with AI will be created.
🔥Hot news in AI
Anthropic releases Claude Sonnet 3.5 for free - it is rated as faster and in most cases better than GPT-4o, with the more powerful Claude Opus 3.5 coming soon, suggesting model progress isn’t slowing - The Verge
Ilya Sutskever, until recently Chief Scientist at Open AI, has launched his new venture Safe Superintelligence, which aims to achieve what the name says - The Register
Nvidia is now the most valuable company in the world with a $3.3 trillion valuation, up over 9x since January 2023 - CNBC
Open source code model DeepSeek-Coder-V2 first to beat GPT-4 Turbo in coding and mathematics benchmarks - VentureBeat
🎙️Last week’s podcast episode
Not an interview this time, but running through and discussing my mini-report on future job prosperity, making the case for a positive future of work.
Anita Williams Woolley on factors in collective intelligence, AI to nudge collaboration, AI caring for elderly, and AI to strengthen human capability |
What you will learn
Exploring the concept of collective intelligence
The difference between individual and collective intelligence
How collective memory, attention, and reasoning work
The impact of gender on collective intelligence
The role of AI in facilitating human collaboration
Integrating AI as a teammate in group settings
Future possibilities for human-AI collaboration in problem-solving
💡Resources and insights
Generative AI and competitive advantage
Leading platform strategy thinker Sangeet Paul Chaudhary, who was recently on Amplifying Cognition on the future of work, digs into the nature of competitive advantage in a GenAI world.
“The “most advanced generative AI” won’t matter.
What will matter, though, is:
(1) the state of your competitive ecosystem,
(2) the factors that create competitive advantage within it”
Thanks for reading!
Ross Dawson and team