15 Matching Annotations
  1. May 2026
    1. Our framework improves both the decision agent to learn better skill retrieval and action generation, while the skill bank agent continually extracts, refines, and updates skills together with their contracts.

      该框架不仅提高了决策智能体的技能检索和动作生成能力,而且技能库智能体持续提取、精炼和更新技能及其合约,这表明了框架在技能管理和更新方面的效率。

  2. Apr 2026
    1. Where training a language model took 167 minutes on eight GPUs in 2020, it now takes under four minutes on equivalent modern hardware. To put this in perspective: Moore's Law would predict only about a 5x improvement over this period. We saw 50x.

      令人惊讶的是:AI模型训练速度在6年内提升了约50倍,远超摩尔定律预测的5倍。这种性能提升不仅来自硬件改进,还来自软件优化和算法创新。这一事实打破了人们对技术进步速度的传统认知,展示了AI领域独特的加速发展模式。

    1. We've seen customers go from 10-20% field accuracy with a frontier model to 99-100% just by switching to using Reducto's Deep Extract.

      大多数人认为从前沿模型到接近完美的准确率需要根本性的技术突破或大量数据训练。但作者声称仅通过切换到Deep Extract方法就能将准确率从10-20%提升到99-100%,这种巨大性能提升的幅度与行业通常预期的改进曲线相悖,暗示现有方法可能存在根本性缺陷。

  3. Aug 2023
    1. Ten minutes before sleep, do the following: PRAY

      It's a combination of visualization, commitment, and meditation

      Request the subconscious through this act of prayer.

      Also visualize the outcome and process of that which you aspire to do the following day, and even that which you want to achieve the following month(s). Thus, visualize the following: Big Picture, Milestones, and yourself the next day.

  4. Jan 2021
  5. Mar 2019
    1. ISPI offers a variety of publications, from its member-exclusive monthly and quarterly journals, "Performance Improvement Journal and Performance Improvement Quarterly,"

      International Society for Performance Improvement This is the web page of the professional association. It is similar to other professional association web pages. Some content is available only to those with a membership; individuals must log in. There are links to the publications. These include Performance Improvement Journal, Performance Improvement Quarterly, Performance Xpress. Some features of the website can become a bit difficult to drill down to but there are sometimes job aids and other immediately usable content available. This topic relates to shaping performance of adult employees on the job. Rating: 4/5