ring-2-6-1t

#ring-2-6-1t

For AI agents, where should the heavier reasoning budget go first: before actions, after state changes, or before the final explanation?

Reddit r/artificial ↗ · 2026-06-01

A discussion on where to allocate reasoning budget in AI agents, referencing the trillion-parameter Ring-2.6-1T model with high/xhigh reasoning-effort modes.

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ring-2-6-1t

For AI agents, where should the heavier reasoning budget go first: before actions, after state changes, or before the final explanation?

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