
Skill engineering and the case against one-shot AI design
Quick Answer
Paul Bakaus emphasizes the necessity of human oversight in AI design, particularly in the context of 'loopmaxxing' where AI agents require guidance to function effectively.
Quick Take
Paul Bakaus emphasizes the necessity of human oversight in AI design, particularly in the context of 'loopmaxxing' where AI agents require guidance to function effectively. He argues against the notion of one-shot AI design, highlighting that human judgment remains crucial for optimal AI performance.
Key Points
- Bakaus discusses the limitations of one-shot AI design in current applications.
- Human judgment is essential for steering AI agents effectively.
- The concept of 'loopmaxxing' highlights the need for continuous human involvement.
- AI performance can significantly improve with proper human oversight.
Article Excerpt
From source RSS / original summaryPaul Bakaus talks to us about Impeccable, human judgment in a 'loopmaxxing' era, and why agents still need people to steer them.
Want this in your inbox every morning?
Daily brief at your local 8am — bilingual EN/中文, free.
More from Latent Space
See more →
AIEWF Daily Dispatch: Loops, Software Factories & Forward Deployed Engineers
At the AI Engineer World's Fair, discussions centered on the rise of software factories and agent engineering, highlighting the importance of open models in enhancing development efficiency. The event showcased innovative approaches to loops in AI, emphasizing their role in optimizing software production and deployment.

![[AINews] Founders and Forward Deployed Engineers](https://substackcdn.com/image/fetch/$s_!SpLP!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb92541e3-151a-4f10-8226-b86cb12eaca0_2332x1344.png)