Slop Calculator
Public outputs carry reputational risk. The more visible the output, the more human judgment matters.
Shared with a client or small external group
3/5
Risk rises when many outputs are technically valid but strategically unequal.
Some judgment required
3/5
Missing context often turns fluent output into bad judgment.
Some business or user context matters
3/5
Low-reversal tasks can tolerate more automation. High-reversal tasks need stronger human ownership.
Some cleanup required
3/5
If the user cannot easily tell whether AI succeeded, delegation risk increases.
Requires review
3/5
Many AI failures are not incorrect. They are bland, generic, mispositioned, or forgettable.
Mediocre weakens usefulness
3/5
More stakeholders usually means more implicit constraints and more ways for the output to fail socially.
A team or client
3/5
Some outputs become inputs to later decisions. These require more careful ownership.
Influences a project or workflow
3/5