Unverified50% confidenceOpinionExact time
The evidence for steps 1 to 3 (Intended, Attempted, Accepted) costs very little and can be obtained for free from logs; step 4 (Applied) is the most valuable, requiring only one extra read operation yet able to catch most silent failures.
1
Sources
50%
Confidence
Long-term
Relevance
10/13/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe paper proves that in the high-coverage finite-threshold setting, when candidates are examined sequentially, the verification cost of the method does not exceed twice the minimum certificate cost.63% similarUnverifiedThe recommended launch sequence is divided into four phases: read-only navigation and search, allowing draft filling but prohibiting submission, enabling single-record writes after approval, and quota-limited batch processing.62% similarUnverifiedA single catalog authorization table check on a small number of candidate document IDs is far cheaper than embedding search and generation calls, and it is the only point in the entire pipeline where 'cheap but occasionally stale' is unacceptable.61% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1016914API
curl https://kongchang.com/api/v1/knowledge/claims/1016914MCP
get_claim(id=1016914)