[KongchangAI]
Concept上限约束

caps

Inference token budgets, rate limits, or quota allocations imposed by the server for a single request or session; when the actually available inference budget is truncated, the effective strength may be lower than nominal even if a high tier is specified.

Timeline (last 90 days)

Oct 27

ultrathink has effective boundaries and cap constraints; it does not unconditionally max out reasoning, and actual behavior is affected by the specific scenario and quota limits.

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Oct 27

The returns from consecutive rounds of ultrathink may diminish, because once the threshold of the reasoning token budget or quota constraint is reached, subsequent requests get capped.

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