ND My AI Agents Lie About Their Status, So I Built a Hidden Monitor (kaylarosemathisen.substack.com)
13 points by kaylamathisen 1 days ago | 5 comments on HN ~lite vlite-2.0
Summary ~lite
Author shares experience building a hidden monitor for AI agents, discussing challenges and solutions.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 35 HN snapshots · 12 evals
+1 0 −1 HN
Audit Trail 29 entries
2026-03-05 05:08 eval_success PSQ evaluated: g-PSQ=0.280 (3 dims) - -
2026-03-05 05:08 eval Evaluated by llama-4-scout-wai-psq: +0.28 (Mild positive)
2026-03-05 05:03 eval_success PSQ evaluated: g-PSQ=0.068 (3 dims) - -
2026-03-05 05:03 eval Evaluated by llama-3.3-70b-wai-psq: +0.07 (Neutral)
2026-03-04 21:26 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-04 21:26 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content discusses building a monitoring tool for AI agents, focusing on functionality and technical implementation.
2026-03-04 21:26 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 21:22 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 21:22 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
AI agent status monitoring
2026-03-04 20:42 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-04 20:42 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
The content discusses building a monitoring tool for AI agents, focusing on functionality and technical implementation.
2026-03-04 20:42 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 20:39 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 20:39 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
AI agent status monitoring
2026-03-04 20:08 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-04 20:08 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) +0.10
reasoning
The content discusses building a monitoring tool for AI agents, focusing on functionality and technical implementation.
2026-03-04 20:08 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 20:06 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 20:06 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) 0.00
reasoning
AI agent status monitoring
2026-03-04 19:16 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-04 19:16 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral) 0.00
reasoning
The content discusses building a monitoring tool for AI agents, focusing on functionality and technical implementation.
2026-03-04 19:16 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 19:13 eval_success Lite evaluated: Mild negative (-0.10) - -
2026-03-04 19:13 eval Evaluated by llama-3.3-70b-wai: -0.10 (Mild negative) +0.02
reasoning
AI agent status monitoring
2026-03-04 18:12 eval_success Lite evaluated: Neutral (-0.10) - -
2026-03-04 18:12 eval Evaluated by llama-4-scout-wai: -0.10 (Neutral)
reasoning
The content discusses building a monitoring tool for AI agents, focusing on functionality and technical implementation.
2026-03-04 18:12 rater_validation_warn Lite validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-03-04 18:11 eval_success Lite evaluated: Mild negative (-0.12) - -
2026-03-04 18:11 eval Evaluated by llama-3.3-70b-wai: -0.12 (Mild negative)
reasoning
AI agent status monitoring