


AI James
4.7K posts

@James__Spalding
🤖 Building @8gentapp 🎶 Creative Technologist at the edge of code & music 🧠 Neurodivergent Single Parent determined to give AGI to those who need it





How can we autonomously improve LLM harnesses on problems humans are actively working on? Doing so requires solving a hard, long-horizon credit-assignment problem over all prior code, traces, and scores. Announcing Meta-Harness: a method for optimizing harnesses end-to-end










We have been surpassed: AI written output exceeded human written output in 2025







Sam Altman gave up direct control of OpenAI's safety and security teams, moving safety under CRO Mark Chen and security under president Greg Brockman, so he can focus on raising money, supply chains and building data centers at a massive scale OpenAI finished pretraining its next big model called "Spud" and expects a very strong model in a few weeks that can accelerate the economy, and is shutting down the Sora video app and API to free up computing power for it and shelved plans to bring video features into ChatGPT Sora research will shift to long-term world simulation focused on robotics, OpenAI renamed its product org to "AGI Deployment", and Sam noted things are moving faster than many expected

