Dilara Soylu

@dilarafsoylu

phd student @StanfordNLP advised by @ChrisGPotts, student researcher @Google

Joined January 2022

2,483 Following

1,197 Followers

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Dilara Soylu
@dilarafsoylu
Oct 14
AI is cracking math problems. What's holding it back in engineering? The cost of evaluation. Agents can generate ideas in seconds, but testing them can take hours or days. 💡 Meet DuoDiscover: where evaluation is part of what agents discover 👇🧵 Some highlights: 🏆 #1 on
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Google Cloud and 4 others
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Dilara Soylu
@dilarafsoylu
Oct 14
If you are looking for more @harborframework environments for your terminal agents, @simon_ycl dropped a new paper that tackles exactly this!
Simon Yu
@simon_ycl
Oct 14
Recursive self-improvement needs agents that can build their own training environments. But researchers still part of the loop, making it hard to scale. We introduce AutoEnvScaling, which turns Data Flywheel into a terminal task: a proposer agent builds complete Harbor tasks and
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Dilara Soylu
@dilarafsoylu
Oct 13
Selinay is truly amazing and everyone should work with her! See the post for the positions they are hiring for
Selinay Parlak
@selinayfilizp
Oct 12
New chapter!
Article
I joined Atoms
Super excited to share that I started last month as a GM, running one of our food businesses in the Northwest. After transitioning out of Bluedot, I took some time to reflect and travel to Hawaii,
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Dilara Soylu
@dilarafsoylu
May 18
Great work! It sounds like weight optimization and prompt optimization work better together!
Kusha Sareen
@KushaSareen
May 13
Can LLMs adapt continually without losing base skills? Fast-Slow Training (FST) pairs "slow" weights with "fast" context. FST vs. RL: • 3x more sample-efficient • Higher performance ceiling • Less KL drift (better plasticity) • Continual learning: succeeds where RL stalls
Dilara Soylu
@dilarafsoylu
Feb 13
I'm sure this is not an original take, but I find it odd that there is a net worth/income requirement for angel investing but not for gambling. Why do you need to be rich to get a shot at doing something useful with your money? p.s. Please DM if you know of a way to angel invest
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