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Show HN: Get paid to do your own ML research

11 points| notacat | 1 year ago

I'm launching an experimental research grant that I call Cat's grant (I'll find a better name later).

tldr: - you get paid to do your own research and report to me - you keep IP/ownership rights - 10 months duration - choose a grant size of $10k, $50k or $100k total (paid in monthly chunks) - Apply by sending an email to not_a_cat@fastmail.com

How it works: You specify the grant size when applying: 10k, 50k and 100k. This total amount will be distributed over a period of 10 months. I will review each application within 1 week. The deadline to apply is June 9. The start date is flexible and can be the start of June, July, August or September. The total budget I will allocate to this is around 100-200k I haven't yet made a proper contract reviewed by lawyers. If interest is strong enough, I will do it and try hard to keep the spirit of what is said here. The contract will be under Swiss law.

Rationale: I get to meet cool people, promote and follow cool research. You get to do the research you want with little red tape (I'll be the sole decision maker for applications. Paperwork will be done with the help of other people).

Application process: You choose the grant size you apply for. You can apply to multiple ones at the same time. Then, you may be accepted for one grant option or rejected for all. The process has 3 stages:

  - Email application
  - First screening call
  - Second call with more in-depth questions
If you complete the 3 steps, you are accepted in the grant program. Reporting requirements: You are expected to produce the following:

  - A weekly email report that can be as short as a single sentence (meant as a pulse that you are still here)
  - A monthly research update that has to be public, in the format you want (github file, blog post…)
  - Do a monthly call with me, discussing the monthly research update
Payment schedule: One payment of 10% of the total amount will be made at the end of each month while the grant is active. The grant may be canceled if the reporting and effort is insufficient. The bar for this will be reasonably low. Effort and time spent will be considered good enough for keeping the Grant active. Research directions: You are free to decide what topic to research. Reading and studying during the research is considered normal. I will try to be helpful and suggest research directions and ideas. I will only consider applications in the domains of Machine Learning, Deep Learning and AI broadly speaking. With a preference for topics related to the following:

  - LLMs and Transformer architectures
  - Mechanistic interpretability
  - World models
  - Self play / synthetic data
  - Probabilistic programming
Copyright and IP rights: The research remains your intellectual property. You can use it and commercialise it as if you produced it independently of the grant. Time commitment: You are expected to spend at least 50% of your working time on research related to the grant. You may have other commitments at the same time, as long as you can free up enough time.

Selection criteria:

  - How excited I am about the research you want to do
  - Whether I believe you can make good progress on it
  - Intrinsic motivation and strong determination
How to apply: Send an email to not_a_cat at fastmail com with the following: - Subject: "Application for Cat's Grant [10k, 50k, 100k]". Only keep the grant size(s) that you actually apply for, eg [50k] or [10k, 50k]. - Info about yourself, please include links to github/linkedin and/or resume - Recent projects/research you've done if any - Outline of the research you want to do as part of the grant. It's ok if you only have a vague idea, but better if you have something specific. It can be new or existing research. - Anything else you think is relevant. Evidence of strong capability is a plus, even if unrelated to ML research.

Happy to answer questions or comments.

9 comments

order

mrbishalsaha|1 year ago

Can I apply with a product? What is research in your terms? What happens after the grant is over?

I was building an open-source alternative to Perplexity: https://omniplex.ai Now I am adding custom agents actions to performs tasks on behalf of the user requests.

Demo: https://www.reddit.com/r/OpenAI/comments/1cw0ksn/my_project_...

Is this interesting enough?

notacat|1 year ago

You can send a regular email, I'm happy to chat about it.

I consider it outside the intended scope of the grant because your project (as I understand it) is about applying existing techniques to build a product. What I'm looking for is work that tries to understand or improve on them, or create new ones.

harias|1 year ago

You might be able to reach the intended audience at lesswrong forum. Can also ask Zvi (https://thezvi.substack.com/), astralcodexten, Marginal Revolution to publicize this.

notacat|1 year ago

Yes, please reach out and repost.

I didn't get the feeling that lesswrong is the right place for such a post. Is it? What tag should I use? Anything else I should know when posting there for these this kind of content?

barkingcat|1 year ago

Is it acceptable/allowable to do a grant application as a team of 2, or would each person need to submit individual applications even though the project is related?

notacat|1 year ago

Yes. You can submit an application as a team. Both of you should be present during calls related to the application. After that, it's ok if only one person can do the reporting/communication, even though it's better if you can both attend. There would be 2 grant contracts (one for each person individually, with the total split between the two)

boywitharupee|1 year ago

will you also provide compute resources?

notacat|1 year ago

Unfortunately not for this first batch. If there is a second batch after this (~10 months from now), then yes.