JAYRUP NAKAWALA
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Independent AI-safety researcher

I build and study systems where models act, decide,
and sometimes misbehave — usually the small ones,
because small models are all I can afford. You can train one
overnight, take it apart, and check whether what
you believe about it is actually true.

My taste in research:

- Small, testable experiments over big claims \
- Simple baselines that beat fancy methods \
- Things that shouldn't work but kind of do \
- Mistakes that are found and fixed, out in the open \

I write about all of it the same way I think about it:
from first principles, in plain words, so anyone can
follow along. If I can't explain something simply,
I don't understand it well enough yet.

I prefer tools that run locally, logs that can be
inspected, and experiments that fail loudly.

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HOMEPAGE:      curl [jayrup.me](https://jayrup.me)\
PROJECTS:      curl [jayrup.me/projects](https://jayrup.me/projects)\
BLOG:          curl [jayrup.me/blog](https://jayrup.me/blog)\
CV:            curl [jayrup.me/cv](https://jayrup.me/cv)\
DISSERTATION:  curl [jayrup.me/dissertation](https://jayrup.me/dissertation)\
GIT:           [git.jayrup.me](https://git.jayrup.me)\
GITHUB:        [github.com/CaptainJack2491](https://github.com/CaptainJack2491)\
LINKEDIN:  [linkedin.com/in/jayrupnakawala](https://linkedin.com/in/jayrupnakawala)\
EMAIL:     [jayrupnakawala@gmail.com](mailto:jayrupnakawala@gmail.com) \

[Note] If you are on windows use curl.exe

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Feel free to reach out!