
Data selection/eval methodology are emerging as first-class research problems
Two concurrent posts frame data selection and evaluation methodology as central research challenges, with On-Policy Mix proposed as the approach to adapt data use to evolving di...
Underwriting Take
data-centric AI prioritiesBuild: Monitor data-mix approaches and eval-methods for pretraining/midtuning/instruction tuning; assess adoption by labs an...
Invest: Rising emphasis on data infrastructure may realign grant and investment priorities toward data curation and evaluatio...
Watch: Duplicated sourcing; verify if On-Policy Mix has broader adoption or is primarily theoretical
Verify: Cross-check with additional sources on data selection and eval methodology developments