Blame avoidance
People often seek group ownership not because the group is wiser, but because diffuse ownership softens personal downside.
Distortions to expect
The discipline has to be designed for real humans, not idealized ones.
Status alignment
Participants skew toward the preferences of powerful actors even when formal option evaluation says otherwise.
Career hedging
A politically adaptive employee may preserve ambiguity so they can later align with whichever narrative wins.
Retrospective laundering
After outcomes appear, many people retroactively narrate their position to look more competent than the record supports.
Desired incentives
If people are going to live this way, candor has to become less dangerous.
Reward explicitness
Participants should gain credit for clear reasoning even when outcomes later prove them wrong.
Reward honest revision
Changing one’s mind in response to evidence should be treated as strength, not only as weakness.
Punish narrative laundering
The audit trail should make opportunistic after-the-fact reinterpretation socially and operationally expensive.
Incentive line
“A discipline fails when honest use feels riskier than political maneuvering.”
That leads directly to the product question: what would the platform itself actually look like?
Continue to platform