AI产品性能下降的最低成本解决方案
The cheapest way to stop your AI product from regressing
初创公司更换AI模型后性能反而下降,教你如何用最低成本避免AI产品退化。
某初创公司更换了AI功能背后的模型。新模型速度更快、成本更低,在公共基准测试中表现更好。工程团队运行测试并部署更新后,却发现支持工单增加。新模型在简短问题上的准确性下降,且无法正确理解混合语言的客户。
The cheapest way to stop your AI product from regressing
A startup changes the model behind its AI feature. The new model is faster, cheaper and performs better on public benchmarks. The engineering team runs its tests, deploys the update and waits for the improvement. Instead, support tickets begin to arrive. The assistant is less accurate on short questions. It misunderstands customers who mix languages. […] The post The cheapest way to stop your AI product from regressing appeared first on e27 .