Setting expectations via skills key to better AI 3D generation

A developer shows that AI 3D generation quality hinges on skills that set expectations rather than teach methods: with a skill, token usage rose from 68K to 153K and runtime from 18 to 77 minutes, but realism improved dramatically.

2026-09-13 ~ 2026-09-13 · 2 related posts

• AI 3D Looks Worse When You Make It? Set Expectations With Skills, Not Instructions — chaseleantj · 2026-09-13
• Skill-based 3D generation: 68k to 153k tokens but far more realistic leaves — skills set expectations, not teach — chaseleantj · 2026-09-13