RULER: Instance-aware Rubric Rewards for SVG Generation
RULER uses per-instruction rubric rewards so reinforcement learning improves text-to-SVG generation without ground truth.
Stories per day · 30 days
3 stories, newest first · one card per story
Stories tagged #svg-generation
Show HN: Pelican-bicycle alternatives (updated for 2026)
Hobbyist benchmark re-runs the pelican-bicycle SVG test on six 2026 frontier models, comparing generation time and API cost per image.
7
The Pelican comparison grid for Astra is pretty interesting
Simon Willison's pelican SVG comparison shows GPT-6 Astra producing markedly better images than GPT-5.6 Sol, Terra, and Luna across reasoning levels.