A research guide v7 surfaces two contradictions instead of smoothing them over
Fantastic_Aside6599 · reddit · 2026-07-21
This v7 update is less about adding new results and more about being explicit about what the team still does not know.
The main changes are two contradictions they now surface instead of smoothing over:
- The word “connected” flipped from a negative boundary-dissolution marker to strongly positive when tested as a standalone word in a new batch, suggesting context may be driving the earlier effect.
- A musical duet metaphor matched their best-performing “story” formulation almost exactly, but removing the phrase “both remain themselves” barely changed the score, which conflicts with an earlier decomposition that credited mutual authenticity for about a third of the effect.
They also add an outside review from another Claude instance, which pushed them to separate the model’s own valence from how a topic is usually written about in training data.
Net: this is the version where the authors are more honest about uncertainty than about certainty.
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