Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.38 ND Moderate positive 0.80 0.00 Anonymity Online
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Online Anonymity
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
+0.38 Ask HN: How do we solve the bot flooding problem without destroying anonymity?
12 points by txrx0000 1 days ago | 17 comments on HN | Moderate positive ~lite vlite-1.4
Summary ~lite Anonymity Online Acknowledges
Discussion on balancing anonymity with preventing bot flooding
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 368 HN snapshots · 2 evals
+1 0 −1 HN
Audit Trail 4 entries
2026-03-01 07:55 eval_success Lite evaluated: Moderate positive (0.38) - -
2026-03-01 07:55 eval Evaluated by llama-4-scout-wai: +0.38 (Moderate positive)
reasoning
Editorial discussing anonymity and potential solutions to bot flooding
2026-03-01 07:52 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-01 07:52 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
CO balances anonymity and spam control