https://cognaptus.com/tags/text-to-3d/ Recent content in Text-to-3D on Cognaptus Hugo -- 0.145.0 en-us Sat, 13 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-13-rl-grows-a-third-dimension-why-textto3d-finally-needs-reasoning/ Sat, 13 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-13-rl-grows-a-third-dimension-why-textto3d-finally-needs-reasoning/ A mechanism-first reading of why reinforcement learning for text-to-3D generation needs specialized rewards, token-level optimization, reasoning-heavy benchmarks, and coarse-to-fine training.