Announcing Cavendish Labs

post by derikk, agg (ag) · 2023-01-19T20:15:09.035Z · LW · GW · 5 comments

This is a link post for https://forum.effectivealtruism.org/posts/xBeqaWEJfWZv8ALWn/announcing-cavendish-labs

Contents

  Uh, why Vermont?
  What are you going to be researching?
  How’s this organized?
  Sounds interesting!
None
5 comments

We’re excited to announce Cavendish Labs, a new research institute in Vermont focused on AI safety and pandemic prevention! We’re founding a community of researchers who will live together and work on the world’s most pressing problems.

Uh, why Vermont?

It’s beautiful; it has one of the cheapest costs of living in the United States; there’s lots of great people; it’s only a few hours away from Boston, NYC, and Montreal. There’s even a train that goes there from Washington D.C.! A few of us briefly lived in Vermont during the pandemic, and we found it to be a fantastic place to live, think, and work. Each season brings with it a new kind of beauty to the hills. There are no barriers to a relaxing walk in the woods. There's practically no light pollution, so the cosmos is waiting outside the door whenever you need inspiration.

What are you going to be researching?

We have a few research interests:

1. AI Alignment. How do we make sure that AI does what we want? We’ve spent some time thinking about ELK andinverse scaling [AF · GW]; however, we think that AGI will most likely be achieved through some sort of model-based RL framework, so that is our current focus. For instance, we know how to induce provable guarantees of behavior in supervised learning; could we do something similar in RL?

2. Pandemic prevention. There’s been a lot of talk about the potential of Far-UVC [LW · GW] for ambient disinfection. Understanding why it works on a molecular level, and whether it works safely, is key for developing broad-spectrum pandemic prevention tools.

3. Diagnostic development. We're interested in designing a low-cost and simple-to-use platform for LAMP reactions so that generalized diagnostic capabilities are more widespread. We envision a world where it is both cheap and easy to run a panel of tests so one can swiftly determine the exact virus behind an infection.

How’s this organized?

We'll be living and working on different floors of the same building—some combination of a small liberal arts college and research lab. To ensure we’re not too isolated, we’ll visit Boston at least once a month, and invite a rotating group of visitors to work with us, while maintaining collaborations with researchers around the world.

Sounds interesting!

We’re actively searching for collaborators in our areas of interest; if this sounds like you, send us an email at hello@cavendishlabs.org! Our space in Vermont isn’t ready until late spring, so in the meantime we’ll be located in Berkeley and Rhode Island.

At the same time, we’re looking for visiting scholars to come work with us in the summer or fall: if you’re interested, keep an eye out for our application!

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