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A row of six identical evaluation rigs on a bench, each wired to a shared manifold by a different-coloured cable, the nearest rig's door still swinging with its test card only half seated

Ten Failure Modes That Show Up Across Every Frontier Model, Not Just One

Leaderboards rank one model against another. They were never built to show what several of them do the same way, and ten failures recur across vendors no matter who is winning this quarter's chart.

By Brecht Corbeel · August 12, 2026 · 16 min read

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