用 104 场世界杯，公开演化一个有限世界模型104 Matches to Evolve a Bounded World Model

从小组赛到淘汰赛，记录每场比赛的公开模型方向、结果回填与演化轨迹。

From group stage to knockout stage, every match tracks public model direction, results, and the model evolution record.

只展示模型公开实验中的纸面记录，用于解释方向校验，不提供真实资金入口或建议。

Only paper ledger records are shown to explain model calibration; this is not a transaction product.

仅展示双方已经确定的比赛。卡片区域最多露出 6 场，其余已确定比赛可在模块内滚动查看。

Only fixtures with confirmed teams are simulated. The panel shows up to 6 cards at once; scroll inside the module to inspect the rest.

5 个主 Agent 角色分析战术、节奏、风险、数据和控制信号；25 个审阅角色负责反驳、校验和可信度修正。

Five lead roles analyze tactics, momentum, risk, data, and control signals; 25 reviewer roles critique, validate, and calibrate confidence.

每一次命中与失误，都会改变模型下一次的判断。

Every hit and every miss changes how the model sees the next match.

一个有限世界模型，不是一次结论，而是一套持续推演、验证和修正的过程。

A bounded world model is not a single call, but a continuous process of simulation, verification, and revision.

每日生成可下载卡片：模型校验记录、可信度变化、下一场公开演化方向。

Daily export cards for model verification, confidence movement, and the next public evolution direction.