Charity Overhead Trap (Universal)
Donors penalize 'overhead' and starve capacity that produces outcomes.
"We rate charities on starvation diets."
What is Charity Overhead Trap (Universal)? Donors penalize 'overhead' and starve capacity that produces outcomes. Input ratios masquerade as outcome quality.
Ratings-driven NGO underinvestment in tech and people.
Input ratios masquerade as outcome quality.
Outcome-based ratings. Capital-grant funding.
Flip the incentive. Watch the side-effect move.
Donors penalize 'overhead' and starve capacity that produces outcomes. Caught in the wild: Ratings-driven NGO underinvestment in tech and people.
In the room: Input ratios masquerade as outcome quality.
Counter-move from the Atlas: Outcome-based ratings.
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The full taxonomy entry
Every concept in the Atlas uses the same structure — so Charity Overhead Trap (Universal) can be compared, recombined, and cited like an element on a periodic table.
- Business
- Leadership
- Government
- Healthcare
- Education
- Sales
- Marketing
- AI
- Negotiation
- Media
- Public Policy
- Relationships
- Where in our org would Charity Overhead Trap (Universal) most often show up unnoticed?
- Which metric, ritual, or contract clause quietly rewards Charity Overhead Trap (Universal)?
- If we removed every payoff for Charity Overhead Trap (Universal), what behavior would replace it?
- Who benefits when Charity Overhead Trap (Universal) persists — and who pays the cost?
- People defend the status quo using the language of charity overhead trap (universal).
- Decisions cluster around the easiest narrative rather than the strongest evidence.
- New data changes the slide deck but not the decision.
- Anyone naming the pattern is treated as the problem.
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Your nervous system has a region for this.
When you encounter Charity Overhead Trap (Universal), your striatum has built a reward association — and the next time the cue appears, it will push you toward the behavior whether you decide to or not.
Reward learning, habit formation, anticipation, craving, action selection. Habits live here. So do addictions. Variable rewards train this circuit faster than fixed ones.
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Ranked by shared learning paths, overlapping chips, and what you've saved.
Once-a-year feedback rewards once-a-year behavior.
The more a quantitative indicator drives decisions, the more it distorts the process it measures.
Donors penalize 'overhead'; charities under-invest in capacity.
A reward designed to reduce X produces more X.
Squeezing all slack from a system optimizes throughput but eliminates resilience.
'Equal value' exchanges incentivize subjective appraisal gaming to trade low-utility land for high-value public assets.
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More definitions to follow
Every term in the Atlas connects to a dozen others. Pick any of these and see where it takes you.
Applying higher scrutiny to evidence we disagree with than to evidence we agree with.
Eye movements that loosely correlate with which representational system is active — visual, auditory, kinesthetic.
Desire for conformity leads to irrational or dysfunctional decisions.
Doing something because the doing is the reward.
If P then Q. P. Therefore Q. The most basic valid inference move in formal logic.
Legislators rewarded for delivering local benefits financed by national costs.
Every person knows what they own and what they don't.
Causal chain from inputs to outputs to outcomes to impact.
Items that stand out are more likely to be remembered.
Annual bonuses reward annual results — risk that blows up in year four with damage in year seven is rational.
Re-hires often get raises larger than internal promotions.
Small advantages, applied consistently, become uncatchable.