Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.80 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.30 -0.20 Mild negative 0.80 -0.17 AI Ethics
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.60 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 -0.20 Neutral 0.80 0.20 Tech industry trends
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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 Major investor 'shocked and sad' that the games industry is 'demonizing' gen AI (www.pcgamer.com)
11 points by stalfosknight 7 days ago | 3 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses investor's reaction to games industry's stance on generative AI.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 23 HN snapshots · 14 evals
+1 0 −1 HN
Audit Trail 29 entries
2026-03-15 03:39 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 03:39 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 03:32 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-15 03:32 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Article discusses industry reaction to generative AI, investor's perspective.
2026-03-15 03:00 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 03:00 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 02:54 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-15 02:54 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Article discusses industry reaction to generative AI, investor's perspective.
2026-03-15 02:21 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 02:21 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 02:17 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-15 02:17 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Article discusses industry reaction to generative AI, investor's perspective.
2026-03-15 01:44 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 01:44 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 01:42 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-15 01:42 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Article discusses industry reaction to generative AI, investor's perspective.
2026-03-15 01:13 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 01:13 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive) 0.00
2026-03-15 01:12 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-15 01:12 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative) 0.00
reasoning
Article discusses industry reaction to generative AI, investor's perspective.
2026-03-15 00:45 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-15 00:45 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-15 00:45 eval_success Lite evaluated: Mild negative (-0.26) - -
2026-03-15 00:45 eval Evaluated by llama-4-scout-wai: -0.26 (Mild negative)
reasoning
Article discusses industry reaction to generative AI, investor's perspective.
2026-03-15 00:16 eval_success PSQ evaluated: g-PSQ=0.060 (3 dims) - -
2026-03-15 00:16 eval Evaluated by llama-3.3-70b-wai-psq: +0.06 (Neutral)
2026-03-15 00:12 eval_success Lite evaluated: Neutral (-0.08) - -
2026-03-15 00:12 eval Evaluated by llama-3.3-70b-wai: -0.08 (Neutral)
reasoning
Neutral tech news article
2026-03-15 00:12 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -