Sublime
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Amber command and control becomes Orange predict and control. To innovate more and faster than others, it becomes a competitive advantage to tap into the intelligence of many brains in the organization.
Frederic Laloux • Reinventing Organizations: A Guide to Creating Organizations Inspired by the Next Stage of Human Consciousness
Congrats to David Silver for being the recipient of the 2019 ACM Prize!
Two years ago, David have a lecture at the Deep learning Indaba on principles of RL.
It has stayed with me, and has some observations more widely applicable to other ML... See more
Sara Hookerx.com
Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't, https://t.co/A48DBb1ezH:
The original DeepSeek-R1 paper showed that when developing small(er) reasoning models, distillation gives better results than pure RL. In this paper, researchers follow up on this and investigate ways to improve a small, distilled... See more
Highlighted machine learning paper: On First-Order Meta-Learning Algorithms by @OpenAI
📝 PDF https://t.co/bZKEYxrixO
📎 Paper https://t.co/EUwwc20Kwp
Introduces "Reptile", a meta-learning algorithm to learn weights of a NN to quickly adapt to a distribution of... See more
As a new point of view we turn to bounded rationality, a departure from the mainstream tradition. We no longer can assume that every agent is a perfect calculator. This point of view is given a great deal of emphasis by Herbert Simon. Simon argued that people do not maximize. When they’re forecasting the future, they do not perform the task of
... See moreJessica C. Flack • Worlds Hidden in Plain Sight: The Evolving Idea of Complexity at the Santa Fe Institute, 1984–2019 (Compass)
Funds taking a more concentrated approach and investing in fewer companies most likely are assuming that one of their investments has an extremely large outcome while the rest either go to zero or whose exits are much more modest. This is called the power law dynamic and historically, this can be seen happening often in venture capital. Funds... See more