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 Internet Freedom
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Internet Freedom
claude-haiku-4-5-20251001 ND ND — — — —
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite claude-haiku-4-5-20251001
Preamble ND ND ND
Article 1 ND ND ND
Article 2 ND ND ND
Article 3 ND ND ND
Article 4 ND ND ND
Article 5 ND ND ND
Article 6 ND ND ND
Article 7 ND ND ND
Article 8 ND ND ND
Article 9 ND ND ND
Article 10 ND ND ND
Article 11 ND ND ND
Article 12 ND ND ND
Article 13 ND ND ND
Article 14 ND ND ND
Article 15 ND ND ND
Article 16 ND ND ND
Article 17 ND ND ND
Article 18 ND ND ND
Article 19 ND ND ND
Article 20 ND ND ND
Article 21 ND ND ND
Article 22 ND ND ND
Article 23 ND ND ND
Article 24 ND ND ND
Article 25 ND ND ND
Article 26 ND ND ND
Article 27 ND ND ND
Article 28 ND ND ND
Article 29 ND ND ND
Article 30 ND ND ND
+0.20 The Fathers of the Internet Urge Today’s Software Engineers to Reinvent the Web (spectrum.ieee.org)
644 points by jonbaer 3542 days ago | 228 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite Internet Freedom Acknowledges
Tech pioneers urge web reinvention
EQ 0.60
SO 0.40
TD 0.20
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 6 entries
2026-02-28 13:09 eval_success Lite evaluated: Mild positive (0.20) - -
2026-02-28 13:09 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 13:09 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
ED tech news with rights undertones
2026-02-28 13:05 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-02-28 13:05 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Editorial discussing internet pioneers' challenge to reinvent the web
2026-02-28 13:05 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 0W 1R - -