Meta 的自主 AI 研究系统 AIRA₃ 在 NVIDIA 主持的 Kaggle 竞赛中获得金牌后，展现出跨领域泛化能力：只需更换任务说明即可适应不同领域。内部基准测试显示，它让生产 GPU 内核的延迟降低 27%，并在另一项 Kaggle 竞赛中以金牌级水平将 4000 年前的阿卡德语泥板翻译成英文。
While the Kaggle competition demonstrated AIRA₃’s capabilities in a specific domain, the system itself can generalize across distinct domains: changing only the task specification. In an internal benchmark, AIRA₃ achieved a 27% latency reduction on production GPU kernels, and gold-level performance in another Kaggle competition translating 4,000-year-old Akkadian clay tablets into English. We're early, and hard problems are still ahead of us. But we believe a system that compounds its own knowledge is the right bet. As we continue to develop and scale, we’re excited about its potential to accelerate AI research and unlock recursive self-improvement.
