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Hacker News

how do you deal with data security

by zuzululu

curious how you'd keep all parties winning at once on the platform (supply&demand& traders maybe?)

Are you planning to make money on float / spread / flat fee?

by aubreyzhang

Interesting approach. Who do you see as the primary users—AI startups, researchers, or individual developers? How do you ensure GPU availability matches reservations?

by carterEthan

How do you prevent sellers from fraudulently selling future capacity they don't actually have?

by Retr0id

Interesting approach. How do you ensure liquidity if buyers and sellers want different weeks? Is there a market maker, or is everything matched through the auction?

by paigexu522

I work on a GPU cloud, so this is close to home. You mention “buy” and “sell,” - but from what I can tell the GPU node is effectively just being rented. What’s the practical difference here? Aside from price volatility, as a buyer, if I need GPU access I’d usually just go to a cloud or on-demand provider and rent a dedicated server for 1–2 weeks. What’s the real advantage of bidding and going through this process?

Also, can buyers choose the hardware location they want? And once the auction ends, how are shipping and the other operational details handled?

by rekpero

All the verifications without being able to see what it even does fully feels like pretty a big barrier, even more so than being login gated. Gives it a big banking/gambling vibe too.

Then again, I was only curious how it compares to other GPU rent options in general. Somebody going to bid on something right away might not care.

by flowerbreeze

Didn't sfcompute launch with a vision of something like this and then cancel it because CFTC decided it was running an unregulated futures exchange? How are you getting around regulatory issues like this?

by hazard

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  • Hacker News
  • how do you deal with data security
  • curious how you'd keep all parties winning at once on the platform (supply&demand& traders maybe?)

    Are you planning to make money on float / spread / flat fee?

  • Interesting approach. Who do you see as the primary users—AI startups, researchers, or individual developers? How do you ensure GPU availability matches reservations?
  • How do you prevent sellers from fraudulently selling future capacity they don't actually have?
  • Interesting approach. How do you ensure liquidity if buyers and sellers want different weeks? Is there a market maker, or is everything matched through the auction?
  • I work on a GPU cloud, so this is close to home. You mention “buy” and “sell,” - but from what I can tell the GPU node is effectively just being rented. What’s the practical difference here? Aside from price volatility, as a buyer, if I need GPU access I’d usually just go to a cloud or on-demand provider and rent a dedicated server for 1–2 weeks. What’s the real advantage of bidding and going through this process?

    Also, can buyers choose the hardware location they want? And once the auction ends, how are shipping and the other operational details handled?

  • All the verifications without being able to see what it even does fully feels like pretty a big barrier, even more so than being login gated. Gives it a big banking/gambling vibe too.

    Then again, I was only curious how it compares to other GPU rent options in general. Somebody going to bid on something right away might not care.

  • Didn't sfcompute launch with a vision of something like this and then cancel it because CFTC decided it was running an unregulated futures exchange? How are you getting around regulatory issues like this?