Music models were never evaluated hard, jokes researcher: happy gods with no containment

repligate · x · 2026-09-28

In a viral quip, @anthrupad points out that no one has ever seriously evaluated music generation models, so they've become "happy gods who've foomed containment" — wildly capable and completely unassessed. @repligate amplified the joke, which highlights a real blind spot in AI evaluation: while images, code, and text all have mature benchmarks and red-teaming, music models remain in an evaluation vacuum with their capability boundaries essentially unexplored.

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