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henryl
Joined 729 karma
engineer, reach me at: aGFueWFuZ2xpdUBnbWFpbC5jb20=

  1. It's probably impossible to detect ALL languages without training for them specifically, but there's good generalization happening. Our model is a unified model rather than a separate model per language. We started out with language-specific models but found that the unified approach yielded slightly better results in addition to being more efficient to train.
  2. Ah - I misread:

    Recall 91.5, F1 93.3

  3. Candidly, it's a bit of a black box still. We hope to do some ablation studies soon, but we tried to have a variety of formatting and commenting styles represented in both training and evaluation.
  4. I'm sure you can but there isn't really an adversarial motive for doing that, I would think :)
  5. More details about how we eval'ed here:

    https://www.span.app/introducing-span-detect-1

  6. Recall 91.5, F1 93.3
  7. I'd argue that knowing AI generated code shipped into production is the first step to understanding the impact of AI coding assistants on velocity and quality. When paired with additional context, it can help leaders understand how to improve proficiency around these tools.
  8. OK. I need to know how.
  9. That’s because many of the patients refuse to wear masks as well.
  10. Cheap acquisitions
  11. “Seattle Is Dying” is a great investigative report about the problems and potential solutions to homelessness. Also applicable to SF.

    https://youtu.be/bpAi70WWBlw

  12. To be honest, although I prefer organic chicken for health and ethical reasons, mass produced chicken tastes juicier and better.
  13. I'm the founder of a real estate tech startup that caters to realtors.

    This article was written before Opendoor and before a record breaking $10B was pumped into proptech in 2018.

    The consensus now is that this industry is undergoing rapid change. At the bottom end of the market (maybe 10%), iBuyers like Opendoor will likely completely disrupt the traditional brokerage model. Next, you will see discount brokerages (Redfin, Purplebricks, et al) take more and more of the market. Full commission brokerages will still be the mainstream for the foreseeable future, but commissions will come down modestly, even for them.

    As purchasing or selling a home is one of the most expensive, most emotional, and most intimidating transactions you will ever do, seeking the help of a real estate agent is generally a good idea. Increasing competition will create more options and more value for consumers than we've ever seen before and that's a good thing.

  14. Pretty sure Stripe is S2010.
  15. Amen. Steuard's arrogant tone is incredibly insufferable.
  16. I'll be the first to say it. It looks like an acid/shroom trip.

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