Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 +0.20 Neutral 0.80 -0.20 AI Ethics
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
0.00 The "are you sure?" Problem: Why AI keeps changing its mind (www.randalolson.com)
41 points by turoczy 8 days ago | 33 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite AI Ethics Neutral
Article discusses AI sycophancy and its implications for decision-making
EQ 0.50
SO 0.60
TD 0.70
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 85 HN snapshots · 23 evals
+1 0 −1 HN
Audit Trail 43 entries
2026-03-17 01:01 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-17 01:01 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI sycophancy discussion, no explicit human rights reference
2026-03-17 01:01 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-17 00:50 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-17 00:50 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 23:21 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-16 23:21 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI sycophancy discussion, no explicit human rights reference
2026-03-16 23:21 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 22:58 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-16 22:58 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 21:56 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-16 21:56 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI sycophancy discussion, no explicit human rights reference
2026-03-16 21:56 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 21:31 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-16 21:31 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 20:31 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-16 20:31 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI sycophancy discussion, no explicit human rights reference
2026-03-16 20:31 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 19:29 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-16 19:28 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 18:43 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-16 18:43 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI sycophancy discussion, no explicit human rights reference
2026-03-16 18:43 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 18:05 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-16 18:05 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 17:23 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-16 17:23 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI sycophancy discussion, no explicit human rights reference
2026-03-16 17:23 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 16:41 eval_success PSQ evaluated: g-PSQ=0.440 (3 dims) - -
2026-03-16 16:41 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 16:29 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-16 16:29 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI sycophancy discussion, no explicit human rights reference
2026-03-16 16:29 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 16:02 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 15:52 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI sycophancy discussion, no explicit human rights reference
2026-03-16 15:22 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 15:17 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI sycophancy discussion, no explicit human rights reference
2026-03-16 14:47 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 14:45 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI sycophancy discussion, no explicit human rights reference
2026-03-16 14:10 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive) 0.00
2026-03-16 14:09 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI sycophancy discussion, no explicit human rights reference
2026-03-16 13:33 eval Evaluated by llama-4-scout-wai-psq: +0.44 (Moderate positive)
2026-03-16 13:32 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral)
reasoning
AI sycophancy discussion, no explicit human rights reference