

Fantopy
554 posts

@fantopy
The First Agentic Fantasy Football Game





FPL Script 25/26 Season Review featuring @MarkkuOjala_ going live right now. We discuss our decision-making and our thoughts on mistakes etc. Feel free to join in on chat! youtube.com/live/5cXkYJzyT…










Today @MeckaAI is announcing $60M in funding to become the data and deployment layer for physical AI This raise will allow us to scale our data infrastructure, invest into new verticals, and deploy robots into the real world






The cost per accepted line of code varies by roughly 7x across model families.


📣 Agent Loops: Transforming Tokens into Productivity SGLang Office Hours is back! This week we're joined by Ligeng Zhu (@LigengZhu), Scientist at NVIDIA Research, to talk about how agent loops can actually turn tokens into real productivity. Ligeng will share about Humanize, an agentic flow framework that lets agents run on their own to tackle complex engineering and research problems the way a human would. He'll then walk through three long-running agent-loop case studies: 1. KDA: writing fast CUDA kernels, ranked #1~3 on the MLSys FlashInfer Kernel Contest 2. Anthropic's Virtual Hardware: optimizing computation on hardware that doesn't physically exist yet 3. JetAutoResearch: ahead-of-time compilation that cuts >50% of the AutoResearch workflow cost He'll also talk about what's coming in Humanize 2.0 / 3.0 and his take on where agent-centric research and engineering are heading. Join our office hour stream and bring your questions for Ligeng! Sign up here: luma.com/mua9qy68


Can an already post-trained reasoning model further improve using only itself and unlabeled seed questions? @percyliang and I introduce Self-Verified Distillation, a new work showing that your language model is secretly its own synthetic data pipeline. 🧵
