Reference reading
Responsibility Evasion
Using an algorithm, vendor, policy or chain of delegation to disclaim one's reasonably answerable contribution to a decision.
Everyone agrees a correction is needed. Nobody agrees that the agreement has an author.
A habitual unwillingness to acknowledge or bear the answerability reasonably attaching to one's choices and contributions.
Answerability is proportionate to knowledge, agency and contribution; one person need not own an entire system.
How it takes hold
The explanation identifies the model, the vendor, the policy and the output. It becomes remarkably vague about the person who chose to use the result. Everything that happened is acknowledged except the answerability reasonably attaching to that contribution.
Responsibility Evasion habitually refuses that fitting answerability. It may hide behind automation, but an equally human committee can serve the purpose. The defining refusal is not necessarily to admit an act; it is to bear the questions and appropriate response that follow from one's voluntary part in it.
A person seeking correction can be sent around a circle of accurate descriptions with no usable point of responsibility. The system has an account of its components but no one willing to answer the concern.
Finding the distinction
Illustrative situation: an automated recommendation has produced a disputed decision.
Too evasive: each participant identifies another component and disclaims any answerability.
Fitting: each explains their contribution and the correction within their authority.
Overcorrection: one individual is blamed for every institutional or technical failure.
Dishonesty preserves a misleading understanding. Evasion can be completely frank about the facts while insisting that no consequence belongs to the speaker. Cowardice centers fear; evasion can instead protect convenience or status. Negligence need not precede it: responsible care cannot guarantee a good outcome.
Answerability is proportionate to knowledge, authority, capacity and contribution. It does not make a frontline user responsible for every inaccessible property of a system.
Counterfeit of Humility: A decision-maker says they are only a small part of the system to disclaim every answerable choice. Genuine Humility acknowledges limited control alongside the contribution actually made.
A response that restores something
A useful account states the choice, the reasons then available, the limits of the contribution and the response now possible. Acknowledging a boundary is different from using it to erase everything inside that boundary.
A correction process needs people who can explain and act. If nobody currently has that ability, the arrangement itself needs attention rather than another instruction to contact the algorithm.
Integrity can acknowledge an unwelcome outcome without inventing total personal control. It makes a fitting share of responsibility visible and usable.
Other perspectives
has accepted responsibility for its consequences
John Dewey · How We Think
Dewey ties an assertion of thinking to ownership of its method and consequences, not just receiving suggestions.
cannot be the foundation of any praise or blame
Adam Smith · The Theory of Moral Sentiments
Smith limits moral assessment of outcomes; owning one's contribution is different from claiming total control.
Read and compare
What part of this decision can I reasonably explain, acknowledge or help correct?
These are constructive virtue readings, not a list of automatic opposites. This reference article does not score character or assign a vice to its reader.