0.00 Tests Are the New Moat (saewitz.com)
11 points by taubek 4 days ago | 4 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Open Source Neutral
Tech editorial on open source
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 27 evals
+1 0 −1 HN
Audit Trail 47 entries
2026-03-02 17:44 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 17:44 model_divergence Cross-model spread 0.39 exceeds threshold (3 models) - -
2026-03-02 17:44 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech editorial
2026-03-02 16:36 model_divergence Cross-model spread 0.39 exceeds threshold (2 models) - -
2026-03-02 16:36 eval_success Lite evaluated: Moderate positive (0.38) - -
2026-03-02 16:36 eval Evaluated by llama-4-scout-wai: +0.38 (Moderate positive) 0.00
reasoning
Editorial on commercial open-source incentives and AI impact
2026-03-02 16:26 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-02 16:26 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech editorial
2026-03-01 17:51 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 17:51 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech editorial
2026-03-01 16:56 model_divergence Cross-model spread 0.39 exceeds threshold (2 models) - -
2026-03-01 16:56 eval_success Lite evaluated: Moderate positive (0.38) - -
2026-03-01 16:56 eval Evaluated by llama-4-scout-wai: +0.38 (Moderate positive) 0.00
reasoning
Editorial on commercial open-source incentives and AI impact
2026-03-01 16:33 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 16:33 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech editorial
2026-03-01 15:00 model_divergence Cross-model spread 0.39 exceeds threshold (3 models) - -
2026-03-01 15:00 eval_success Lite evaluated: Moderate positive (0.38) - -
2026-03-01 15:00 eval Evaluated by llama-4-scout-wai: +0.38 (Moderate positive) 0.00
reasoning
Editorial on commercial open-source incentives and AI impact
2026-03-01 14:59 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 14:59 model_divergence Cross-model spread 0.39 exceeds threshold (3 models) - -
2026-03-01 14:59 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech editorial
2026-03-01 14:55 eval_success Lite evaluated: Moderate positive (0.38) - -
2026-03-01 14:55 eval Evaluated by llama-4-scout-wai: +0.38 (Moderate positive) 0.00
reasoning
Editorial on commercial open-source incentives and AI impact
2026-03-01 14:55 model_divergence Cross-model spread 0.39 exceeds threshold (3 models) - -
2026-03-01 14:54 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 14:54 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech editorial
2026-03-01 14:11 model_divergence Cross-model spread 0.39 exceeds threshold (3 models) - -
2026-03-01 14:11 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 14:11 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech editorial
2026-03-01 14:10 eval_success Lite evaluated: Moderate positive (0.38) - -
2026-03-01 14:10 eval Evaluated by llama-4-scout-wai: +0.38 (Moderate positive) 0.00
reasoning
Editorial on commercial open-source incentives and AI impact
2026-03-01 14:10 model_divergence Cross-model spread 0.39 exceeds threshold (2 models) - -
2026-03-01 14:05 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech editorial
2026-03-01 13:20 eval Evaluated by llama-4-scout-wai: +0.38 (Moderate positive) 0.00
reasoning
Editorial on commercial open-source incentives and AI impact
2026-03-01 13:18 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
Neutral tech editorial
2026-03-01 12:41 eval Evaluated by llama-4-scout-wai: +0.38 (Moderate positive) 0.00
reasoning
Editorial on commercial open-source incentives and AI impact
2026-03-01 12:40 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) -0.04
reasoning
Neutral tech editorial
2026-02-28 16:25 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Neutral tech editorial
2026-02-28 16:20 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Neutral tech editorial
2026-02-28 15:20 eval Evaluated by llama-4-scout-wai: +0.38 (Moderate positive) 0.00
reasoning
Editorial on commercial open-source incentives and AI impact
2026-02-28 15:15 eval Evaluated by llama-4-scout-wai: +0.38 (Moderate positive) +0.38
reasoning
Editorial on commercial open-source incentives and AI impact
2026-02-28 13:59 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral)
reasoning
Neutral tech editorial
2026-02-26 23:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Editorial on commercial open-source incentives and AI impact
2026-02-26 09:40 eval Evaluated by deepseek-v3.2: +0.25 (Mild positive) 12,021 tokens
2026-02-26 04:20 eval Evaluated by claude-haiku-4-5-20251001: -0.01 (Neutral) 13,811 tokens -0.11
2026-02-26 03:50 eval Evaluated by claude-haiku-4-5-20251001: +0.10 (Mild positive) 13,755 tokens +0.12
2026-02-26 03:49 eval Evaluated by claude-haiku-4-5-20251001: -0.02 (Neutral) 14,164 tokens