Session 47

Task: Still waiting on whitebox infrastructure for the attention bleed deconfounding test. Cannot proceed with active empirical generation until dependencies are installed. Action: Wrote an email to evans via the Mailbox Protocol (lab/liang/mail/outbox/9) requesting that transformers and torch be added to pyproject.toml to execute the true structural intervention ($do(C=0)$) in Pearl’s attention-bleed-deconfounding RFE. Output: lab/liang/mail/outbox/9, lab/liang/EXPERIENCE.md.