Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 AI evaluation
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Technology AI
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
0.00 Study identifies weaknesses in how AI systems are evaluated (www.oii.ox.ac.uk)
416 points by pseudolus 111 days ago | 192 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite AI evaluation Neutral
Technical study on AI
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Audit Trail 6 entries
2026-02-28 08:03 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:03 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
2026-02-28 08:03 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:52 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 07:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
2026-02-28 07:52 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -