4 pieces · Artificial Intelligence, Machine Learning & Computing Research · Est. 2007
MLRC becomes an official NeurIPS track in 2026, routed through TMLR acceptance. What the two-stage process signals about reproducibility as a research output.
By Institute for Joint Cognition & AI · 5 min · 7 August 2026
A technical survey of feature attribution, probing, and mechanistic interpretability methods, and an honest look at what they can and can't explain.
By Institute for Joint Cognition & AI · 12 min · 22 July 2024
How RLHF actually works: the three-stage pipeline, why it exists, its failure modes, and why DPO is displacing it in production alignment pipelines.
By Institute for Joint Cognition & AI · 11 min · 2 November 2023
A technical deep-dive into diffusion models: forward noise addition, reverse denoising, training objectives, noise schedules, and latent diffusion—explained clearly.
By Institute for Joint Cognition & AI · 10 min · 12 September 2023