ReproducerReproduced
In bounded environments, changing the first-request tool schema materially changes V4 Pro observable reasoning trajectories.
V4 Pro × DSH Minimal: trajectory reproduced, ability unresolved
Contribution record
T
TipsyDrifter
person · tipsydrifter
Tracked contributions, tests, and feedback for community contributors in the DSH ecosystem.
Earliest observed
0
Corroborations
0
Reproductions
2
Challenges
1
Maintainer responses
0
Resolutions advanced
0
01
Public identities
02
Verifiable contributions
02ChallengerReproducerMixed evidence
DSH Minimal consistently improves V4 Pro general engineering ability over Standard or PTC.
V4 Pro × DSH Minimal: trajectory reproduced, ability unresolved
03
Contribution timeline
Reproduction
The randomized-block study reproduced trajectory separation, while the ability confidence interval crossed zero.
Open evidence & timeline →