ND Ask HN: What is it like being in a CS major program these days?
214 points by tathagatadg 8 days ago | 202 comments on HN ~lite vlite-2.0
Summary ~lite
HN discussion on CS major programs, concerns, and career advice.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 1344 HN snapshots · 109 evals
+1 0 −1 HN
Audit Trail 129 entries
2026-03-19 15:46 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 15:46 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 15:31 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 15:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-19 15:31 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 14:18 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 14:18 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 14:00 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 14:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-19 14:00 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 04:16 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 04:16 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 04:04 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 04:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-19 04:04 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 02:58 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 02:58 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 02:39 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 02:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-19 02:39 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 01:25 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-19 01:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-19 01:16 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-19 01:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-19 01:16 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-18 22:08 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-18 22:08 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 21:51 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 21:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-18 21:51 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-18 20:55 eval_success PSQ evaluated: g-PSQ=0.600 (3 dims) - -
2026-03-18 20:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 20:38 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-18 20:38 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-18 02:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 02:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-18 01:00 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-18 00:58 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 23:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 23:21 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 22:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 22:08 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 21:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 20:54 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 19:53 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 19:42 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 18:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 18:32 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 18:02 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 17:50 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 17:17 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 17:06 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 16:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 16:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 16:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 15:47 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 15:24 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 15:07 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 14:47 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 14:27 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 14:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 13:44 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 13:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 12:46 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 12:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 12:08 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 11:52 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 11:32 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 11:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 10:55 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 10:39 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 10:19 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 10:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 09:40 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 09:22 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 09:05 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 08:46 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 08:25 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 08:10 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 07:50 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 07:35 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 07:14 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 07:00 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 06:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 06:25 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 05:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 05:50 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 05:23 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 05:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 04:47 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 04:37 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 04:11 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 04:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 03:33 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 03:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 01:16 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-17 01:04 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-17 00:21 eval Evaluated by llama-3.3-70b-wai-psq: +0.54 (Moderate positive)
2026-03-17 00:17 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
CS major program discussion
2026-03-16 23:44 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 23:28 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 22:29 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 22:09 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 21:23 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 20:51 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 19:28 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 19:01 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 18:07 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 17:55 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 16:49 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 16:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 16:13 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 16:05 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 15:38 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 15:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 15:03 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 14:54 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 14:28 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 14:20 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 13:51 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 13:43 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 13:12 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 13:06 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 12:36 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 12:31 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 11:59 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive) 0.00
2026-03-16 11:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Discussion on CS major program experiences, no explicit human rights discussion
2026-03-16 11:22 eval Evaluated by llama-4-scout-wai-psq: +0.60 (Strong positive)
2026-03-16 11:21 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Discussion on CS major program experiences, no explicit human rights discussion