Sublime
An inspiration engine for ideas
Welcome to the Era of Experience
The text discusses a new AI era focused on superhuman agents learning primarily from their autonomous, continuous interactions with the real world, surpassing prior human-data-based models by leveraging experiential learning and grounded rewards.
storage.googleapis.com
man, scientists working on optimizing matrix multiplications have oppenheimer level of aura
- use a RL agent to spit out heckload of bilinear products
- slap two MILP to combine and filter those
- iterate on top of a Large Neighborhood Search flow until it’s fast... See more
Advances in Financial Machine Learning
"Advances in Financial Machine Learning" explores the application of machine learning techniques in finance, addressing challenges, methodologies, and strategies for investment professionals, while bridging academia and practical insights for better decision-making.
agorism.dev
Interesting to see Bytedance working on solving the 0-gradient problem. Their idea is to address it through an adaptive compute budget; we approach it from a reward perspective. GRPO training typically uses small, carefully curated datasets, the data needs to be really hard to provide rich learning signals and enable discovery. Training on easier... See more
Cool use of Perplexity Labs: "Browse Kalshi and find me the 3 most attractive bets. I want to be able to bet $5k on each, so ignore the super tiny markets"
Aravind Srinivasx.comBetween Entities and Identities: The Internet of Egregores
Exploring the concept of egregores, the text examines how collective online identities and fandoms manifest as influential forces within digital platforms, shaping social dynamics and individual experiences in the digital landscape.
zhexi.info