ND Why AI Chatbots Agree with You Even When You're Wrong (spectrum.ieee.org)
10 points by Brajeshwar 5 days ago | 3 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses AI sycophancy, with author Matthew Hutson, on IEEE Spectrum.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 1 HN snapshots · 30 evals
+1 0 −1 HN
Audit Trail 50 entries
2026-03-16 22:43 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 22:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 22:00 eval_success Lite evaluated: Neutral (-0.09) - -
2026-03-16 22:00 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-16 22:00 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 21:17 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 21:17 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 20:41 eval_success Lite evaluated: Neutral (-0.09) - -
2026-03-16 20:41 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-16 20:41 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 19:18 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 19:18 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 18:47 eval_success Lite evaluated: Neutral (-0.09) - -
2026-03-16 18:47 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-16 18:47 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 17:43 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 17:43 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 17:28 eval_success Lite evaluated: Neutral (-0.09) - -
2026-03-16 17:28 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 17:28 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-16 08:37 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 08:37 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 08:27 eval_success Lite evaluated: Neutral (-0.09) - -
2026-03-16 08:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 08:27 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-16 07:56 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 07:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 07:50 eval_success Lite evaluated: Neutral (-0.09) - -
2026-03-16 07:50 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-16 07:50 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-16 07:20 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-16 07:20 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 07:15 eval_success Lite evaluated: Neutral (-0.09) - -
2026-03-16 07:15 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-16 06:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 06:40 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-16 06:09 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 06:05 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-16 05:32 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 05:30 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-16 04:52 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-16 04:52 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-11 19:56 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 19:44 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-11 18:42 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 18:32 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-11 17:19 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-11 17:15 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral) 0.00
reasoning
Technical article on AI chatbots, no explicit human rights discussion
2026-03-11 15:59 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-11 15:59 eval Evaluated by llama-4-scout-wai: -0.09 (Neutral)
reasoning
Technical article on AI chatbots, no explicit human rights discussion