# 智能体工程与评测是AI构建者核心技能

- 来源：elvis (@omarsar0)
- 发布时间：2026-08-02 00:45
- AIHOT 分数：46
- AIHOT 链接：https://aihot.virxact.com/items/cmsam82ly02hhrodm69irryjz
- 原文链接：https://x.com/omarsar0/status/2083594893541126557

## AI 摘要

Elvis Saravia 推荐阅读 Chamath 的 AI 投资指南，强调智能体工程（harness engineering）与评测（evals）是 AI 构建者值得深耕的技能，其机会难以量化。Chamath 认为 harness 层是当前关键，能帮企业掌控专有上下文（数据、工作流、评测与业务规则），实现低模型切换成本；应用层也将长期受益，定制软件将取代“开箱即用”方案。

## 正文

recommended reading. the opportunity on harness engineering alone is hard to even measure.

if you are an AI builder， harness engineering and evals is worth developing deep skills around

that's what we are teaching at @dair_ai

### 引用推文

> Chamath Palihapitiya：Here is my AI investing guide. Sitting here August 2026, my current best thoughts are as follows: 1. LPS (Land Power Shell) is still the most obvious and fastes...