'Bitter Lesson' challenged in 3D generation debate

Developer Keenan argues the Bitter Lesson fails in 3D learning—data and compute alone don't yield good shape representations—and debates whether LLMs can design DSLs from scratch via RL, noting unused languages are pointless since LLMs must still model every token.

2026-09-19 ~ 2026-09-20 · 4 related posts

• The Bitter Lesson breaks down in 3D: procedural descriptions beat learned representations — keenanisalive · 2026-09-19
• Can RL-trained LLMs design DSLs from scratch? keenan revisits the Bitter Lesson for 3D — eatnow240008 · 2026-09-19
• Could LLMs design a graphics DSL from scratch via RL? The task itself is ill-defined — keenanisalive · 2026-09-19
• keenan: a DSL nobody writes in is useless — LLMs still model every token — keenanisalive · 2026-09-20