ARC-AGI-3 Changes What Agent Infrastructure Needs to Be

Frontier LLMs score under 1% on ARC-AGI-3. RL and graph-search systems lead at 12.58%. This isn't just a capability story — it reveals what agent infrastructure must support before the next generation ships.