elvis · @omarsar0 · X·2026-09-23 03:50·4小时前
AI 导读

Elvis Saravia 主张企业不能靠"租用智能"做到前沿,定制模型、harness 和评测正成为巨大资产。其引用 Harvey 联创 Gabe Pereyra 的案例:Harvey 通过路由、harness 改进和后训练优化,在用量月环比翻倍、继续提供前沿模型的情况下,单季度将毛利率从 -50% 提升至正值。

elvis@omarsar0
40AI 编辑部评分,满分 100
2026-09-23 03:50· 4小时前
AI 导读

Elvis Saravia 主张企业不能靠"租用智能"做到前沿,定制模型、harness 和评测正成为巨大资产。其引用 Harvey 联创 Gabe Pereyra 的案例:Harvey 通过路由、harness 改进和后训练优化,在用量月环比翻倍、继续提供前沿模型的情况下,单季度将毛利率从 -50% 提升至正值。

Own your intelligence stack, folks.

You can't scale a company to the frontier by renting intelligence.

Custom models, harnesses, and evals are becoming huge assets. And if you're building something new, you might want to consider working on any one of these, or a combination of them.

Gabe PereyraThe hardest thing about building @harvey is doing what’s best for our customers despite immense pressure to do what’s easy. The easy thing would have been to fo...

来源:elvis· x.com