ND Large-Scale Agentic RL for CUDA Kernel Generation (cuda-agent.github.io)
4 points by gmays 1 days ago | 0 comments on HN ~lite vlite-2.0
Summary ~lite
Technical presentation of CUDA Agent, a large-scale agentic RL system for CUDA kernel generation.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 63 HN snapshots · 6 evals
+1 0 −1 HN
Audit Trail 14 entries
2026-03-06 04:25 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-06 04:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-06 04:25 eval_success PSQ evaluated: g-PSQ=0.482 (3 dims) - -
2026-03-06 04:25 eval Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive) 0.00
2026-03-05 20:14 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-05 20:14 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Technical content on CUDA kernel generation, no human rights discussion
2026-03-05 20:14 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-05 20:12 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-05 20:12 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral)
reasoning
Technical paper on CUDA kernel optimization
2026-03-05 20:12 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-05 16:30 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-05 16:30 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-05 16:30 eval_success PSQ evaluated: g-PSQ=0.482 (3 dims) - -
2026-03-05 16:30 eval Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive)