Tell HN: 3 months ago we feared AI was useless. Now we fear it will take our job

Model: @cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.10 @cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 Compare

+0.10	Tell HN: 3 months ago we feared AI was useless. Now we fear it will take our job
	11 points by giuliomagnifico 1 days ago \| 26 comments on HN \| Mild positive ~lite vlite-1.4

Summary ~lite AI job displacement Acknowledges

Community discusses AI job fears

EQ 0.50

SO 0.30

TD 0.20

Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available

Longitudinal 20 HN snapshots · 93 evals

Audit Trail 113 entries

2026-03-02 01:48	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 01:48	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-02 01:40	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 01:40	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-02 01:36	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 01:36	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-02 01:05	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 01:05	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-02 00:55	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 00:55	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-02 00:50	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 00:50	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-02 00:24	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-02 00:24	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-02 00:02	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-02 00:02	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 23:27	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-01 23:27	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 23:09	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-01 23:09	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 22:39	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-01 22:39	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 22:22	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 22:22	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 22:02	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-01 22:02	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 21:30	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 21:30	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 21:12	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-01 21:12	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 20:55	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 20:55	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 20:38	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-01 20:38	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 20:09	eval_success	Lite evaluated: Neutral (0.00)	- -
2026-03-01 20:09	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 20:01	credit_exhausted	Credit balance too low, pausing provider for 30 min	- -
2026-03-01 19:56	eval_success	Lite evaluated: Mild positive (0.10)	- -
2026-03-01 19:56	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 19:24	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 19:18	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 19:12	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 18:38	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 18:35	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 17:35	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 17:30	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 17:25	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 16:16	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 16:05	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 15:35	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 15:03	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 14:33	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 14:23	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 13:47	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 13:36	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 13:04	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 12:57	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 12:22	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 12:16	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 12:10	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 11:44	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 11:29	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 10:42	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 10:24	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 09:58	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 09:42	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 09:11	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 09:06	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 09:04	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 08:09	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 08:08	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 04:29	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 04:26	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 04:24	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 03:39	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 03:37	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 03:05	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 03:04	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 02:22	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 02:21	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 01:34	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-03-01 01:33	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-03-01 00:27	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 23:47	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 23:30	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 22:53	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 22:47	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 22:31	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 22:03	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 21:48	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 21:43	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) -0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 21:13	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 20:59	eval	Evaluated by llama-4-scout-wai: +0.10 (Mild positive) +0.10
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 20:25	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 20:07	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 19:39	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 19:16	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 19:11	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 18:56	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 18:34	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 18:24	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 18:06	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 17:59	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 17:41	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 17:36	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 17:34	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 17:29	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 17:08	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 17:05	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 16:40	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 16:39	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive) 0.00
	reasoning Community discussion on AI impact
2026-02-28 15:50	eval	Evaluated by llama-4-scout-wai: 0.00 (Neutral)
	reasoning ED, discussing AI job impact, neutral stance
2026-02-28 15:50	eval	Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
	reasoning Community discussion on AI impact

build 2a696cc+aynr · deployed 2026-03-02 01:34 UTC · evaluated 2026-03-02 01:52:30 UTC