Building towards Superintelligence
Defining quality standards and curating the training data. The work that decides what the model learns to value.
I curate the training data and set quality standards for reinforcement learning on Meta's next-generation AI systems. Before that: Llama 4, MovieGen, Llama 3. Before AI: commercial pilot, CPA, Uber. Writing weekly at Decision Height.
Defining quality standards and curating the training data. The work that decides what the model learns to value.
AI strategy for people who build real things. Written from inside frontier labs, not from the sidelines.
A few mentorship slots a quarter. Mostly folks breaking into AI at senior levels or considering a pivot.
Post-training · RL datamix · Data quality
PPL · CPL · Instrument Rated
Language models · AI systems
Robotics · OpenClaw · Papers · Businesses
Pilot before college. CPA at 23. Uber during its most chaotic years. Berkeley MIDS while shipping Llama and MetaAI to billions. Now: Meta Superintelligence Lab.
Read the flight plan →