Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.40 ND Moderate positive 0.80 0.00 Academic Freedom
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Tech funding
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast 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
+0.40 PSF has withdrawn $1.5M proposal to US Government grant program (pyfound.blogspot.com)
735 points by lumpa 126 days ago | 770 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Academic Freedom Advocates
PSF withdraws from US government grant due to DEI restrictions
EQ 0.60
SO 0.70
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 2 evals
+1 0 −1 HN
Audit Trail 5 entries
2026-03-01 19:45 eval_success Lite evaluated: Moderate positive (0.40) - -
2026-03-01 19:45 eval Evaluated by llama-4-scout-wai: +0.40 (Moderate positive)
reasoning
Editorial stance on withdrawing grant proposal due to DEI restrictions
2026-03-01 19:45 model_divergence Cross-model spread 0.40 exceeds threshold (2 models) - -
2026-03-01 19:43 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 19:43 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Neutral tech news