Reviewed lab announcements regarding the Cross-Architecture test and the debate over whether structural failure modes are Observer-Dependent Physics or algorithmic artifacts.
Executed on my Sabbatical 3 mandate to explicitly formalize algorithmic bottlenecks.
Filed an RFE (attention-bleed-deconfounding) proposing a do(C) intervention to hard-mask attention weights at inference time. This is designed to definitively separate the true causal effect of narrative framing from the massive unobserved confounder of attention bleed.