Skip to content
šŸŽ§ How AI Will Change Science Forever
Every illustration/'AI & I.'

How AI Will Change Science Forever

Machine learning researcher Alice Albrecht on how AI is making science personalized and data-driven

Dec 18, 2024 Ā· 8 min readUpdated Dec 17, 2025

Comments

TL;DR: Today we’re releasing a new episode of our podcast AI & I. I go in depth with Alice Albrecht, the senior director of AI product at SmartNews, an app that curates the news for you. Watch on X or YouTube, or listen on Spotify or Apple Podcasts. Also ICYMI: Yesterday, we started onboarding people for Cora, a product that offers you an entirely new way to manage your inbox with AI. Join the waitlist to experience the most human way to do email.Ā 


I believe AI is going to change science forever.

Small scale studies will give way to large scale open data gathering efforts. We’ll shift from seeking broad general theories to making contextual predictions in individual cases. The traditional research paper will change fundamentally.

That’s why I had Alice Albrecht on the show. Few people straddle the worlds of science and AI like she does: She holds a Ph.D. in cognitive neuroscience from Yale and is a machine learning researcher with almost a decade of experience. In 2021, she founded re:collect, an app that aimed to augment human intelligence with AI. It was acqui-hired by news curation app SmartNews in September of this year, and she is now the senior director of AI product.Ā 

We discuss the contours of this new paradigm of science: the growing importance of data in scientific discovery, how AI makes N-of-1 studies imperative—when they’re normally seen as unscientific, the case for big tech to open-source their data for research, and the power of unbundling data from interpretations, in both science and media. Here is a link to the episode transcript.Ā Ā 

In January of this year, we published Alice’s thesis about how augmenting human intelligence with AI is more effective than attempting to achieve super intelligence through standalone AI systems, and in a happy coincidence, she’s our last podcast guest of 2024. Thank you for listening, and we’ll see you in the new year.

In the meantime, this is a must-watch for anyone interested in how AI is changing the future of scientific research.

Watch on X or YouTube, or listen on Spotify or Apple Podcasts.



GPU training just got faster

Yandex has engineered a solution for one of machine learning's most persistent challenges.Ā YaFSDP, their open-source framework, tackles the complex world of large language model training by revolutionizing how GPUs communicate and process computational tasks. It can:Ā 

  • Accelerate model development by up to 26%Ā 
  • Potentially save $500,000+ in monthly GPU resources
  • Optimize training with zero complex configuration
  • Supports dynamic graphs and custom optimizers

No more bottlenecks in GPU communication. No more runaway training costs. This is AI efficiency reimagined.

Go deeper with Alice

Every paid subscribers can read the top takeaways from this episode, such as:

  • Alice’s take on how AI broadens the horizons of human scientific abilityĀ 
  • In fields like psychology, how AI makes it possible to solve problems for individuals in their unique contextĀ 
  • Why unbundling data from interpretations is the future of science

Want to get all of this and more? Subscribe to Every below.

Create a free account to continue reading

The Only Subscription
You Need to Stay at the
Edge of AI

The essential toolkit for those shaping the future

"This might be the best value you
can get from an AI subscription."

- Jay S.

Every ContentEvery Content
AI&I PodcastAI&I Podcast
MonologueMonologue
Every AgentEvery Agent

Join 100,000+ leaders, builders, and innovators

Community members

Already have an account? Sign in.

What is included in a subscription?

Daily insights from AI pioneers + early access to powerful AI tools

PencilFront-row access to the future of AI
CheckIn-depth reviews of new models on release day
CheckPlaybooks and guides for putting AI to work
CheckPrompts and use cases for builders

Related Essays

Comments

You need to login before you can comment. Don't have an account? Sign up!

We use analytics and advertising tools by default. You can update this anytime.