# Skill engineering and the case against one-shot AI design

> **Platform:** [SPIDITS AI](https://spidits.com/) — Real-Time AI News & Market Intelligence  
> **Published:** 2026-07-02T14:36:05.000Z  
> **Category:** PRODUCT_LAUNCH  
> **Impact Score:** 80/100  
> **Primary Source:** [Latent Space](https://www.latent.space/p/skill-engineering-design)  
> **Canonical Citation:** [https://spidits.com/timeline/skill-engineering-and-the-case-against-one-shot](https://spidits.com/timeline/skill-engineering-and-the-case-against-one-shot)

## Executive Summary
Paul Bakaus talks to us about Impeccable, human judgment in a 'loopmaxxing' era, and why agents still need people to steer them.

## Referenced Coverage & Sources
- **[Latent Space](https://www.latent.space/p/skill-engineering-design)**: Skill engineering and the case against one-shot AI design — _Paul Bakaus talks to us about Impeccable, human judgment in a 'loopmaxxing' era, and why agents still need people to steer them._

---
*Synthesized by SPIDITS AI Market Intelligence Desk. Track live AI news, model releases, and funding: [https://spidits.com](https://spidits.com)*