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As a trainer and facilitator who works with nonprofit organizations and staffers, you have to be obsessed with learningtheory to design and deliver effective instruction, have productive meetings, or embark on your own self-directed learning path. Internal: These theories take into account our minds and bodies.
If you want to get results, you need to think about instructional design and learningtheory. And, there is no shortage of learningtheories and research. As someone who has been designing and delivering training for nonprofits over the past twenty years, the most exciting part is apply theory to your practice.
Published on February 20, 2025 11:54 PM GMT TLDR: We made substantial progress in 2024: We published a series of papers that verify key predictions of Singular LearningTheory (SLT) [ 1 , 2 , 3 , 4 , 5 , 6 ]. The loss landscape (and optimizer) determine the learningprocess. Figure from Pepin Lehalleur et al.
What does the decision making and organizational structure look like? These are the people who will get the ECB ball rolling and actively manage the ECB process. Then create an advisory group to steer the process. This plan will guide the process for all the participants. Identify champions and people to work with.
The thirty-fifth Conference on Neural Information Processing Systems (NeurIPS) 2021 is being hosted virtually from Dec 6th - 14th. Some of the members in our SAIL community also serve as co-organizers of several exciting workshops that will take place on Dec 13-14, so we hope you will check them out!
Experiments on alignment faking: Alignment faking is a speculative failure mode in which an AI pretends to be aligned to its training/testing process in order to achieve some other goal once deployed. But there are many ways to design the game and define red or blue team victory conditions within this high-level structure.
Posted by Cat Armato, Program Manager, Google This week marks the beginning of the 36th annual Conference on Neural Information Processing Systems ( NeurIPS 2022 ), the biggest machine learning conference of the year.
Daniel Filan (00:28:50): If people remember my singular learningtheory episodes , theyll get mad at you for saying that quadratics are all there is, but its a decent approximation. (00:28:56): Theres a little bit of structure but not very much. I think this looks a lot like what ARC theory is doing with heuristic arguments.
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