Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Future of Work
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Tech Industry
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
+0.20 Microsoft execs worry AI will eat entry level coding jobs (www.theregister.com)
22 points by latexr 6 days ago | 22 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Future of Work Acknowledges
AI impact on coding jobs
EQ 0.60
SO 0.40
TD 0.70
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 8 evals
+1 0 −1 HN
Audit Trail 18 entries
2026-03-01 18:01 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 18:01 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Tech news with implicit rights concern
2026-03-01 16:59 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 16:59 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, neutral tech industry reporting
2026-03-01 16:40 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 16:40 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Tech news with implicit rights concern
2026-03-01 15:29 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 15:29 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, neutral tech industry reporting
2026-03-01 15:23 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 15:23 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
ED, neutral tech industry reporting
2026-03-01 15:09 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 15:09 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) +0.10
reasoning
Tech news with implicit rights concern
2026-02-28 06:33 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:33 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
ED, neutral tech industry reporting
2026-02-28 06:33 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:24 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 06:24 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:24 eval Evaluated by llama-3.3-70b-wai: +0.10 (Mild positive)
reasoning
Tech news with implicit rights concern