Meta 的自主 AI 研究系统 AIRA₃ 参加了一场 Kaggle 实时竞赛，由集成模型（搭配 OpenCode 的 GPT 5.5 + 搭配 ClaudeCode 的 Claude 4.8）获得第 8 名并达到金牌水平。事后评估中，搭配 MuseCode 的 Muse Spark 1.2 同样达到金牌水平，而搭配 OpenCode 的 Muse Spark 1.1 和 GLM 5.2 达到银牌水平。
We entered AIRA₃ with an ensemble of models in the live competition, and also assessed it with several others post-hoc. The 8th ranked gold medal entry ensemble was a combination of GPT 5.5 (w/ OpenCode) + Claude 4.8 (w/ ClaudeCode). Post-hoc we assessed with Muse Spark 1.2 (w/ MuseCode), which also performed at a Gold Medal level, as well as Muse Spark 1.1 (w/ OpenCode) and GLM 5.2 (w/ OpenCode), both of which achieved Silver Medal level performance. The post-hoc submissions were also graded externally on the same private test set as those made during the live competition.
