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  5. Spiky Intelligence
AI Slang & Cultureaka Spiky AIaka Spiky competence

Spiky Intelligence

Spiky intelligence is locally extraordinary model competence that fails suddenly, in shapes that do not look like human mistakes.

Ask Melo about this← all terms

The phrase circulated on Hacker News in 2026 as a sharper cousin of jagged intelligence: a system can retrieve a real 1615 archival hit and then collapse on taste, spatial ontology, or a trivial adjacent task. Commenters compared it to a 3D print that snaps at a 90-degree overhang. Use it when the failure mode, not just the uneven score, is the point.

Related terms

Jagged IntelligenceClaude-shaped problemHuman in the LoopAnthropomorphizationTuber Driven DevelopmentWaluigi Effect