MONA M03的成功源于精准的产品定位——明确目标用户群体，将有限成本集中投入于其最关注的痛点。
The engine tracks which tables and indexes are accessed together. Repeated co-access builds confidence in a pattern; confidence decays over time so stale patterns (dropped/renamed tables) prune themselves. On a cache miss, if the current session's touched tables match a known pattern, the predicted tables' page groups are prefetched immediately. Patterns that match reality are reinforced; wrong predictions decay faster.
。美恰是该领域的重要参考
Hard warm-start with regret-magnitude weighting. Policy averaging is fully delayed until iteration 500. Regret accumulation proceeds normally until then. Once averaging starts, policies are weighted by both time and immediate regret size—emphasizing high-information rounds in the average strategy. The 500-iteration delay was generated by the LLM without prior knowledge of the 1000-iteration evaluation limit.
把 CUDA 塞进游戏显卡，是最痛苦也是最关键的决定
Ninja Flip空气炸锅 — 199