Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.80 0.00 AI Safety
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 AI control methods
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
+0.10 Ask HN: How are you controlling AI agents that take real actions?
8 points by thesvp 6 days ago | 19 comments on HN | Mild positive ~lite vlite-1.4
Summary ~lite AI Safety Acknowledges
Discussion on controlling AI agents' real actions
EQ 0.60
SO 0.50
TD 0.70
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal 203 HN snapshots · 3 evals
+1 0 −1 HN
Audit Trail 9 entries
2026-02-28 06:39 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 06:39 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
ED, discussing AI control and safety measures
2026-02-28 06:39 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 06:33 eval_success Light evaluated: Mild positive (0.10) - -
2026-02-28 06:33 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
ED, discussing AI control and safety measures
2026-02-28 06:33 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
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_success Light evaluated: Neutral (0.00) - -
2026-02-28 06:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Tech forum discussion