Short notes

• Confidence regulation in LLMs
• Direct logit attribution
• Reinforcement learning from human feedback / LLMs as policy
• Activation steering

Long notes

• Maximum update parametrization (Adam)
• Rotary positional encoding

Claude

• On the storage cost of latent video representations

Resources

• Recommended materials
• Introduction to frame-autoregressive video models
• My theses