Unverified50% confidenceFactExact time
Injection within Loreflow's evidence budget can still influence the answer within its 1000 code points; the budget limits the blast radius, and output validation is the next layer.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe article offers the key lesson of the fan-out pattern: the width of the fan-out must match the verification budget, otherwise throughput merely shifts uncertainty from upstream to downstream.66% similarUnverifiedSetting a thinking budget limit (e.g., allowing only 1,000 tokens under the medium-tier maximum thinking setting) can achieve a compromise between inference quality and speed.64% similarUnverifiedUsing labor cost as an upper bound on the expenditure for acquiring evidence is a reasonable engineering approximation that reduces the hard-to-compute optimal stopping problem to a budget-constrained problem.64% similarUnverified递归摘要策略对已有摘要再次摘要，形成金字塔式信息压缩层次，在信息密度和计算成本间取得不同平衡点63% similarUnverifiedUsing per-group credit limits can contain losses from abnormal calls or key leaks within that group's budget.63% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1041426API
curl https://kongchang.com/api/v1/knowledge/claims/1041426MCP
get_claim(id=1041426)