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19 Student Papers, the Rubric, and Lessons from Year One | Harvard CS2881R Topic Guide

The Fall 2025 final project in Harvard CS 2881R came in two flavors: extend an existing paper, or start longer-term research with a theory of change. Teams submitted a 5–10 page NeurIPS-style paper plus a poster, graded 65 for the writeup, 15 for code, and 20 for the poster. The projects page lists 19 papers, and about half cluster around persona vectors and chain-of-thought monitoring. The head TA and the Harvard Q-report point to the same problem: the final project started too late, the rubrics came out too late, and feedback was the lowest-rated item in the course.

OMP vs looplane retrospective: what to borrow, what's over-engineered, what not to touch yet

14 posts in, back to the big picture: append-only context, compaction strategy split, three-layer approval, KDL rule tree, session tree/fork are the five most borrowable; snapcompact, metaharness self-built infra are over-engineered; looplane shouldn't self-build full provider catalog, full TUI, or full collab yet. Philosophy diff: omp = batteries-included in-process, looplane = minimal + external runtime.