Anti-Patterns

Conflict Competency Gap

Architectural gap: current agents cannot resolve complex goal conflicts the way humans do through experience and contextual judgment, even at Progression-Framework Level 3.

Problem

Treating decision-paralysis / false-resolution as fixable by 'better prompt' or 'better model tier' leads to repeated investment in fixes that don't address the structural cause. Teams iterate on prompts indefinitely; the failure mode keeps recurring.

Solution

Acknowledge the gap. Pair with: priority-matrix-conflict-resolution (resolution pattern), decision-paralysis (one failure mode), false-resolution (other failure mode), three-tier-autonomy-portfolio (governance: put conflict-prone tasks in higher-touchpoint tiers).

When to use

  • Never as an unaddressed state. Cite when reviewing repeated multi-objective failures.
  • Use as the architectural label that justifies redesign over prompt iteration.
  • Surface in any agent-design document touching multi-objective workloads.

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