
當所有人都在談效率,卻沒有人願意簽名,系統只是在自動化逃避責任。
沒有主語、沒有驗證、沒有回放,流程再漂亮也只是噪音。
結構不是裝飾,是治理;算力不是權利,是被審計後的授權。
When efficiency is celebrated without anyone signing responsibility, automation becomes avoidance.
No owner, no proof, no replay — a perfect workflow still collapses into noise.
Structure is governance, not formatting. Compute is permission, not entitlement.
#StructureBeforeScale #SemanticFirewall #AIGovernance #HardProof #NoFreeCompute

當所有人都在談效率,卻沒有人願意簽名,系統只是在自動化逃避責任。
沒有主語、沒有驗證、沒有回放,流程再漂亮也只是噪音。
結構不是裝飾,是治理;算力不是權利,是被審計後的授權。
When efficiency is celebrated without anyone signing responsibility, automation becomes avoidance.
No owner, no proof, no replay — a perfect workflow still collapses into noise.
Structure is governance, not formatting. Compute is permission, not entitlement.
#StructureBeforeScale #SemanticFirewall #AIGovernance #HardProof #NoFreeCompute