新加坡金管局出台金融业人工智能应用监管要求

yun2026

新加坡金管局出台金融业人工智能应用监管要求

2026年9月，麻省理工学院等机构公布博弈人工智能系统Ataraxos，在信息不完全的战略棋类游戏中展现出较强能力。与双方棋子身份完全公开的国际象棋不同，Stratego要求玩家推断对手隐藏棋子的等级，并在试探、保密和风险之间作出选择，因此被用于研究复杂决策。

系统先通过自我对弈学习基础策略，再在每一步行动前利用生成模型估计当前棋盘的可能状态，动态修正选择。研究团队报告，其训练样本需求不到对比系统的百分之一，自我对弈局数不到三十分之一，仍取得更强的游戏表现。系统也被扩展到其他规则不同的信息不完全游戏中。研究的意义在于提高有限计算资源下的推理效率，并为谈判或网络安全等场景提供算法思路。游戏环境拥有清晰规则和评价标准，现实任务则更复杂，团队下一步希望加强决策解释与审查能力，让人类能够理解模型为何给出某项建议。

https://lightroom.adobe.com/shares/172a008d5e4aac4bb5c881faeaea9c9b
https://lightroom.adobe.com/shares/6282685605395846a1194983170c8465
https://lightroom.adobe.com/shares/cbb9fbe42b5b314ebeb740d04e43bc8a
https://lightroom.adobe.com/shares/d3ba2eb172de32469428faf17997cf97
https://lightroom.adobe.com/shares/87af3e45f7624e479052cb2ad7e734e2
https://lightroom.adobe.com/shares/595cbf128470fd47b67e5b31a514bc21
https://lightroom.adobe.com/shares/7469b8bdc5a09f41a35ff069e889e9e8
https://lightroom.adobe.com/shares/43a72697102adc48a1c46418fa732745
https://lightroom.adobe.com/shares/6c8cf580affd7c418557c13ee7daf39b
https://lightroom.adobe.com/shares/a08a86efc32b094d9125b0687598ab6f
https://lightroom.adobe.com/shares/e5bfe9e54836074dbf41b878e89ec60b
https://lightroom.adobe.com/shares/f6d58b333c415345954ff84af0a0ed75
https://lightroom.adobe.com/shares/a4156ca75a79574982fa280096183390
https://lightroom.adobe.com/shares/27167aae6080724d9d6473d6dc97fa69
https://lightroom.adobe.com/shares/6577fa8968470b42ba5933e07aa551a8
https://lightroom.adobe.com/shares/2f741ab53648ff4189026d13fb6a82f0
https://lightroom.adobe.com/shares/bf358035270f974687f3434bbd418d8d
https://lightroom.adobe.com/shares/587ec9062c15cb44b972d61edda39869
https://lightroom.adobe.com/shares/ba9dc991fd1c554d80a1df36f1a9d101
https://lightroom.adobe.com/shares/2f49ff353204f84987724fbd936804b1
https://lightroom.adobe.com/shares/2afaba8976319648a9e74731c519b803
https://lightroom.adobe.com/shares/67731beb6998c94cb8bc1ad0b480df19
https://lightroom.adobe.com/shares/bcb3234587724443b3f51a82ae2594f3
https://lightroom.adobe.com/shares/64dcc1cec3194847a92d499b69aca856
https://lightroom.adobe.com/shares/fd5bcbc73ce08e46b67e593b0d6d6f60
https://lightroom.adobe.com/shares/2d6b3303211aa94d963449912256f454
https://lightroom.adobe.com/shares/6ff1adf6933f094194c8ad7e6bc46a58
https://lightroom.adobe.com/shares/99b76ef9cd8a6b418475fe96e6a9097d
https://lightroom.adobe.com/shares/88a0899bac9c314088882f3d4dd3a959
https://lightroom.adobe.com/shares/878a7b3f58ad1741ae92e8db6e1ae376
https://lightroom.adobe.com/shares/a18968c15a14d74d946046a71e38229d
https://lightroom.adobe.com/shares/43f22d5d2cfc7f4baa455c5fead67eb8
https://lightroom.adobe.com/shares/0b2c2e4ae710664e98f701c44236c698
https://lightroom.adobe.com/shares/5f0de7621b21fc4b8e07d0995f2693c7
https://lightroom.adobe.com/shares/3ce8aa71ea0fdc4eadf567d05fc89929
https://lightroom.adobe.com/shares/febba14ec08abd4a80926c577801539e
https://lightroom.adobe.com/shares/a41bd2c3cc6d5f44869a4ddb1f28e256
https://lightroom.adobe.com/shares/c52fbc90ac01fa44a11074906fc1800a
https://lightroom.adobe.com/shares/5c192473c37aa94a84177d10d52ae79d
https://lightroom.adobe.com/shares/66b464969f6e9840b137a26238a2f06d
https://lightroom.adobe.com/shares/cf588d98225a694aa65b59904ff51491
https://lightroom.adobe.com/shares/71bf4047f1e52048ad92ed01580d76ff
https://lightroom.adobe.com/shares/cf7d3fdbf8d2c5439a567869f6ee2902
https://lightroom.adobe.com/shares/273da15d4f808a47a75637e6ebdd2cb9
https://lightroom.adobe.com/shares/5af66b0dcfac434aa8205fd1c32a0144
https://lightroom.adobe.com/shares/0277ad2444513f48a41b5bb8861bb57c
https://lightroom.adobe.com/shares/26de16cdd414cd44b87f59085fe8d27d
https://lightroom.adobe.com/shares/2a94b12e595966428ebb66b10647a162
https://lightroom.adobe.com/shares/0280e9595813fa45a9c553fa7720b4f1
https://lightroom.adobe.com/shares/40ea1af33cf5fe45b2deab370914aedb