ND The Unreasonable Effectiveness of Recurrent Neural Networks (karpathy.github.io)
913 points by benfrederickson 3954 days ago | 207 comments on HN ~lite vlite-2.0
Summary ~lite
The article discusses the effectiveness of Recurrent Neural Networks (RNNs) in sequence processing tasks.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal · 5 evals
+1 0 −1 HN
Audit Trail 10 entries
2026-03-05 22:18 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 22:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 22:07 eval_success PSQ evaluated: g-PSQ=0.481 (3 dims) - -
2026-03-05 22:07 eval Evaluated by llama-3.3-70b-wai-psq: +0.48 (Moderate positive)
2026-03-01 21:57 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 21:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, neutral tech tutorial
2026-03-01 21:52 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 21:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED, neutral tech tutorial
2026-03-01 21:49 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 21:49 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical post on RNNs