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 honest. 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!
