32 Matching Annotations
  1. Last 7 days
    1. METR pays human programmers a minimum of $50 per hour, so getting a baseline for a single 160-hour task would cost at least $8,000.

      一道测试题的人类基准成本高达 8000 美元——这个数字揭示了 AI 评测的一个被严重低估的物理限制:测量 AI 能力需要大量人类劳动,而随着 AI 能力向「月级任务」延伸,建立可靠基准的成本将呈超线性增长。更根本的问题是:你很难让一个有能力的程序员花数周时间做一个「测试任务」,即便报酬丰厚。人类评测员的可获得性,将成为 AI 能力评估的真正天花板。

  2. Apr 2026
  3. Feb 2026
    1. I'm a little--maybe more than a little--concerned with trying to encapsulate every possible stylistic variation in every API into locale identifiers. A certain amount of this, sure. But this model won't scale and it will be difficult for developers and customers to use.
  4. Nov 2024
  5. Sep 2024
  6. Dec 2023
  7. Oct 2023
  8. Feb 2023
    1. “multiple storage”

      Within the history of personal knowledge management, one was often faced with where to store their notes so that it would be easy to find and use them again. Often this was done using slip methods by means of "multiple storage" by making multiple copies and filing them under various headings. This copying process was onerous and breaks the modern database principle "don't repeat yourself" (DRY).

      Alternate means of doing this include storing it in one place and then linking that location to multiple subject headings in an index, though this may cause issues of remembering which subject heading when there are many appropriate potential synonyms.

      Modern digital methods allow one to store a note in one location and refer to it in multiple ways electronically as well as with aliases.

  9. Dec 2021
    1. In the case of buffering, you could perhaps accumulate incoming messages in an array and periodically flush it on each requestAnimationFrame, rendering that list into the DOM. Alternatively, you could buffer them for some duration, like every second. If you’re appending them into an existing table, you’ll probably also want to use some form of table virtualization because rendering 100k rows is also going to be a huge bottleneck — and a form of backpressure!
  10. Sep 2021
    1. Forwarding events from the native element through the wrapper element comes with a cost, so to avoid adding extra event handlers only a few are forwarded. For all elements except <br> and <hr>, on:focus, on:blur, on:keypress, and on:click are forwarded. For input and textarea, on:input and on:change are also forwarded. For audio and video, on:pause and on:play are also forwarded.

      Shouldn't have to individually list them. Should be able to just pass an array, and say, like forwardEvents(events_array)

  11. May 2021
  12. Feb 2021
  13. Dec 2020
  14. Oct 2020
  15. Sep 2020
    1. It would be tiresome - and bloated - to include a class pass-through for every component or assigning custom properties (from the RFC linked) for all potential properties on every component, just in case it's gonna be used in layouts that requires it. Wrapping them in a wrapper div is certainly an option, but potentially creates 100s or 1000s (long lists, several lists etc.) of new elements in the DOM slowing down low-end devices.
    1. You must: reference each element you are extending using refs or an id add code in your oncreate and ondestroy for each element you are extending, which could become quite a lot if you have a lot of elements needing extension (anchors, form inputs, etc.)
  16. Aug 2020
    1. Guo, L., Boocock, J., Tome, J. M., Chandrasekaran, S., Hilt, E. E., Zhang, Y., Sathe, L., Li, X., Luo, C., Kosuri, S., Shendure, J. A., Arboleda, V. A., Flint, J., Eskin, E., Garner, O. B., Yang, S., Bloom, J. S., Kruglyak, L., & Yin, Y. (2020). Rapid cost-effective viral genome sequencing by V-seq. BioRxiv, 2020.08.15.252510. https://doi.org/10.1101/2020.08.15.252510

    1. Walls, A. C., Fiala, B., Schäfer, A., Wrenn, S., Pham, M. N., Murphy, M., Tse, L. V., Shehata, L., O’Connor, M. A., Chen, C., Navarro, M. J., Miranda, M. C., Pettie, D., Ravichandran, R., Kraft, J. C., Ogohara, C., Palser, A., Chalk, S., Lee, E.-C., … King, N. P. (2020). Elicitation of potent neutralizing antibody responses by designed protein nanoparticle vaccines for SARS-CoV-2. BioRxiv, 2020.08.11.247395. https://doi.org/10.1101/2020.08.11.247395

    1. Vogels, C. B. F., Brackney, D., Wang, J., Kalinich, C. C., Ott, I., Kudo, E., Lu, P., Venkataraman, A., Tokuyama, M., Moore, A. J., Muenker, M. C., Casanovas-Massana, A., Fournier, J., Bermejo, S., Campbell, M., Datta, R., Nelson, A., Team, Y. I. R., Cruz, C. D., … Grubaugh, N. (2020). SalivaDirect: Simple and sensitive molecular diagnostic test for SARS-CoV-2 surveillance. MedRxiv, 2020.08.03.20167791. https://doi.org/10.1101/2020.08.03.20167791

  17. Jul 2020
    1. It’s also been a year where we’ve had to acknowledge that we have reached the ideal of what we can achieve as a consulting firm in our current configuration, and — more importantly — that we don’t wish to transform the organization into something larger. As with most things that bring joy, the kind we experience within the confines our our tight-knit company are particularly problematic to scale — especially when faced with impending remote-working realities — so we’re opting to go the “love you and leave you” route instead.
  18. Apr 2020
    1. At Google, our attitude has always been that users should be able to control the data they store in any of our products, and that means that they should be able to get their data out of any product. Period. There should be no additional monetary cost to do so, and perhaps most importantly, the amount of effort required to get the data out should be constant, regardless of the amount of data. Individually downloading a dozen photos is no big inconvenience, but what if a user had to download 5,000 photos, one at a time, to get them out of an application? That could take weeks of their time.