Yuchen Jin 数月前预言高薪岗位最先遭 AI 颠覆:GPU kernel 工程师曾获百万美元 offer,如今 AI agent 可自我爬山优化、写出更优内核并登顶榜单。Databricks 使用 KDA(Kernel Design Agents)框架,在 NVIDIA SOL-ExecBench kernel leaderboard L1 单操作赛道排名第一。核心框架包括 KDA、Humanize、Omnigent:Claude 写代码,Codex 审查,agent 自主长时间运行。该工作由 Databricks 与 NVIDIA、MIT HAN Lab 合作完成。
I predicted this months ago:
The highest-paying jobs today may be first in line for AI disruption.
GPU kernel engineers used to get million-dollar offers. Now AI agents can self hill climb, write better kernels, and top the leaderboard.
(We didn't even use Fable or GPT-5.6)