Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.73 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.50 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.38 -0.20 Moderate negative 0.80 -0.26 Tech Industry
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.04 -0.20 Mild negative 0.80 0.18 Tech commentary
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite
Preamble ND ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND ND ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
ND Welcome to the Wasteland: A Thousand Gas Towns (steve-yegge.medium.com)
61 points by nop_slide 23 hours ago | 91 comments on HN ~lite vlite-2.0
Summary ~lite
The article 'Welcome to the Wasteland: A Thousand Gas Towns' by Steve Yegge critiques a phenomenon referred to as 'Gas Town' using a metaphorical approach.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 49 HN snapshots · 13 evals
+1 0 −1 HN
Audit Trail 33 entries
2026-03-05 05:08 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 05:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 05:02 eval_success PSQ evaluated: g-PSQ=-0.080 (3 dims) - -
2026-03-05 05:02 eval Evaluated by llama-3.3-70b-wai-psq: -0.08 (Neutral)
2026-03-04 20:53 eval_success Lite evaluated: Moderate negative (-0.31) - -
2026-03-04 20:53 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 20:53 eval Evaluated by llama-4-scout-wai: -0.31 (Moderate negative) -0.20
reasoning
The content is an article discussing tech industry trends, specifically focusing on 'Gas Town' and its implications, wit
2026-03-04 20:51 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 20:51 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial on tech, neutral stance
2026-03-04 20:46 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 20:46 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
Editorial on tech, neutral stance
2026-03-04 20:18 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 20:18 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) +0.20
reasoning
The content is an article discussing tech industry trends, specifically focusing on 'Gas Town' and its implications, wit
2026-03-04 20:18 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 20:14 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 20:14 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) -0.02
reasoning
Editorial on tech, neutral stance
2026-03-04 20:13 eval_success Lite evaluated: Moderate negative (-0.31) - -
2026-03-04 20:13 eval Evaluated by llama-4-scout-wai: -0.31 (Moderate negative) -0.20
reasoning
The content is an article discussing tech industry trends, specifically focusing on 'Gas Town' and its implications, wit
2026-03-04 20:13 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-04 19:25 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 19:25 eval Evaluated by llama-4-scout-wai: -0.10 (Mild negative) +0.20
reasoning
The content is an article discussing tech industry trends, specifically focusing on 'Gas Town' and its implications, wit
2026-03-04 19:25 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 19:17 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-04 19:17 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 19:17 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral) +0.02
reasoning
Editorial on tech, neutral stance
2026-03-04 18:22 eval_success Lite evaluated: Moderate negative (-0.31) - -
2026-03-04 18:22 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 1R - -
2026-03-04 18:22 eval Evaluated by llama-4-scout-wai: -0.31 (Moderate negative) 0.00
reasoning
The content is an article discussing tech industry trends, specifically focusing on 'Gas Town' and its implications, wit
2026-03-04 18:16 eval_success Lite evaluated: Moderate negative (-0.31) - -
2026-03-04 18:16 eval Evaluated by llama-4-scout-wai: -0.31 (Moderate negative)
reasoning
The content is an article discussing tech industry trends, specifically focusing on 'Gas Town' and its implications, wit
2026-03-04 18:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-03-04 18:15 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 18:15 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative)
reasoning
Editorial on tech, neutral stance