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andylizf

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Show HN: Nonstop, two files that keep Claude Code working while you sleep

github.com
1 points·by andylizf·4 miesiące temu·0 comments

Google Cloud suspended my account for 2 years, only automated replies

159 points·by andylizf·5 miesięcy temu·103 comments

AI Discovers Algorithm That Beats NSDI'24 Best Paper

adrs-ucb.notion.site
6 points·by andylizf·8 miesięcy temu·2 comments

comments

andylizf
·5 miesięcy temu·discuss
Update: My account has been re-enabled this morning. Google apologized for the delay.

To clarify some questions in the comments:

This was a personal account. I normally use my university account for research. I hadn't even used up the $200 free trial, just doing some inference.

I had multiple projects for different AI Studio purposes. Google's automated system likely flagged this as an attempt to circumvent quota limits, even though I was just organizing different use cases into separate projects.

The "2 years" wasn't me ignoring it. I followed up multiple times over this period, but every attempt went nowhere - just automated replies. Eventually I got fed up and decided to post here.

I wasn't paying for support since it was just a personal account for small experiments.

Thanks everyone. The HN visibility definitely helped.
andylizf
·8 miesięcy temu·discuss
Author here. We used ADRS to automatically evolve a scheduling algorithm starting from a simple greedy policy. Surprisingly, it outperformed Uniform Progress, the NSDI'24 best paper algorithm by discovering "selective waiting" strategies and adaptive pattern recognition.

Counter-intuitive finding: starting from a weaker baseline (greedy) worked better than starting from the SOTA algorithm. The AI found new insights rather than incremental improvements.

The entire process took 5 hours and cost <$20. We're open-sourcing everything and have applied this to other systems problems (MoE load balancing with 5x speedup, see https://news.ycombinator.com/item?id=45688236).

Happy to answer questions about the methodology or results!