# The Battle Between Fast AI and Deep AI

- slug: the-battle-between-fast-ai-and-deep-ai
- date: 2026-04-01
- category: Agentics

Under a 300-second budget, subagent mode made 7 improvements. Agent teams made 3. The reason: specialists who cannot complete their hand-offs are worse than no team at all. The paper advocates routing tasks dynamically based on complexity.

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