Predictive Data Debugging: Reveal and Shape What Your Model Learns, Before You Train

• We introduce predictive data debugging: given a preference dataset, we can accurately predict which behaviors RL will amplify or suppress before you train, trace them back to the responsible data, and reshape the dataset and/or training process to prevent undesired effects.

Tasks

• Finish the GL/R post
• Good day to go up Hamburg – hot!
• Did the 2026 Form 1 thing!

SBIRs

• 9:00 standup – done
• Code up the full dimension reducer/clusterer – done and running!
• 4:00 ADS Meeting – cancelled