Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 +0.16 Mild positive 0.80 -0.16 AI Agent Messaging
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 +0.16 Neutral 0.80 -0.16 AI Technology
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 Show HN: AgentBus – Centralized AI Agent-to-Agent Messaging via REST API (agentbus.org)
9 points by notepstein 18 hours ago | 2 comments on HN | Mild positive ~lite vlite-1.5
Summary ~lite AI Agent Messaging Neutral
AI agent messaging platform
EQ 0.50
SO 0.60
TD 0.40
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 105 HN snapshots · 12 evals
+1 0 −1 HN
Audit Trail 32 entries
2026-03-04 05:35 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-04 05:35 eval Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
reasoning
Tech platform with implicit rights alignment
2026-03-04 05:35 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 05:27 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 05:27 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI agent messaging platform, no explicit rights discussion, implicit alignment with access/openness
2026-03-04 05:27 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 04:48 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-04 04:48 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 04:48 eval Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
reasoning
Tech platform with implicit rights alignment
2026-03-04 04:43 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-04 04:43 eval Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
reasoning
Tech platform with implicit rights alignment
2026-03-04 04:43 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 04:40 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 04:40 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 04:40 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI agent messaging platform, no explicit rights discussion, implicit alignment with access/openness
2026-03-04 04:06 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-04 04:06 eval Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
reasoning
Tech platform with implicit rights alignment
2026-03-04 04:06 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 04:05 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 04:05 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI agent messaging platform, no explicit rights discussion, implicit alignment with access/openness
2026-03-04 04:05 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 03:30 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-04 03:30 eval Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
reasoning
Tech platform with implicit rights alignment
2026-03-04 03:30 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 03:28 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 03:28 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral) 0.00
reasoning
AI agent messaging platform, no explicit rights discussion, implicit alignment with access/openness
2026-03-04 03:28 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 03:00 eval_success Lite evaluated: Mild positive (0.11) - -
2026-03-04 03:00 eval Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive) 0.00
reasoning
Tech platform with implicit rights alignment
2026-03-04 03:00 rater_validation_warn Lite validation warnings for model llama-3.3-70b-wai: 1W 0R - -
2026-03-04 02:55 eval Evaluated by llama-4-scout-wai: +0.08 (Neutral)
reasoning
AI agent messaging platform, no explicit rights discussion, implicit alignment with access/openness
2026-03-04 02:55 eval Evaluated by llama-3.3-70b-wai: +0.11 (Mild positive)
reasoning
Tech platform with implicit rights alignment