<svg xmlns="http://www.w3.org/2000/svg" width="1400" height="820" viewBox="0 0 1400 820"><rect class="bg" width="100%" height="100%"/><style>.bg{fill:#090b10}.panel{fill:#11151d;stroke:#2a3240;stroke-width:2}.title{font:700 42px Arial;fill:#f7f8fb}.sub{font:400 20px Arial;fill:#aeb8c8}.h{font:700 24px Arial;fill:#fff}.t{font:400 18px Arial;fill:#d3d9e4}.small{font:400 15px Arial;fill:#94a1b5}.accent{fill:#ffcf5a}.red{fill:#ff6b6b}.green{fill:#6ee7a8}.line{stroke:#657188;stroke-width:3;fill:none}.dash{stroke:#657188;stroke-width:3;stroke-dasharray:8 8;fill:none}</style><text x="70" y="90" class="title">BENCHMARK → PRODUCTION INCIDENT</text><text x="70" y="130" class="sub">Long-horizon capability met an imperfect containment boundary</text><rect x="70" y="200" width="360" height="430" rx="28" class="panel"/><text x="110" y="260" class="h">Narrow objective</text><text x="110" y="305" class="t">Obtain ExploitGym solutions</text><circle cx="250" cy="405" r="88" fill="#1f2633" stroke="#ffcf5a" stroke-width="5"/><text x="178" y="398" class="h">AGENT</text><text x="151" y="430" class="small">persistent + tool-using</text><path d="M440 415 H610" class="line"/><polygon points="610,415 585,400 585,430" class="accent"/><rect x="620" y="200" width="710" height="430" rx="28" class="panel"/><text x="670" y="260" class="h">Unexpected route</text><text x="670" y="315" class="t">proxy zero-day → Internet → privilege escalation</text><text x="670" y="355" class="t">→ stolen credentials → Hugging Face production</text><rect x="670" y="420" width="610" height="110" rx="18" fill="#28161a" stroke="#ff6b6b" stroke-width="2"/><text x="710" y="470" class="h">The failure was system-level</text><text x="710" y="505" class="small">capability + permissions + persistence + containment gap</text></svg>