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The 2025 Fundraising Guide - Backed by Research, Facts & Figures
The article provides a comprehensive guide for startup founders on fundraising strategies, emphasizing the evolving capital requirements across different growth stages and the importance of aligning financial goals with investor expectations.
LinkOur First Generalist Policy
physicalintelligence.company
Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
Analyzes cognitive impacts of using large language models versus search engines or no tools during essay writing, measuring brain activity, engagement, memory effects, essay quality, ownership, and learning outcomes through EEG and NLP methods.
Link3D Object Tracking without Training Data? In our @Nature Machine Intelligence paper (https://t.co/ezjqaA7jgB), we recast 3D tracking as an inverse neural rendering task where we fit a scene graph to an image that best explains this image. The method generalizes to completely unseen datasets and is explainable.
Project and Code: https://t.co/nA6LqQYn2e
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Felix Heidex.comMovement also has an ecology. In wild animals, movement is goal-directed , emotionally motivated , reflex coordinated and absolutely present . This is the natural ecology of movement, to which humans have introduced a new and sometimes destructive species: abstract thought .
Flynn Disney • Movement & Psychology Workshop
A matter of choice: People and possibilities in the age of AI
The 2025 Human Development Report explores the intersection of artificial intelligence and human development, emphasizing the importance of people's choices in shaping equitable outcomes amid technological advancements.
hdr.undp.org

Rich Sutton just published his most important essay on AI since The Bitter Lesson: "Welcome to the Era of Experience"
Sutton and his advisee Silver argue that the “era of human data,” dominated by supervised pre‑training and RL‑from‑human‑feedback, has hit diminishing returns; the future will belong to agents that___LIN... See more