0.00 Uber discovered they’d been defrauded out of 2/3 of their ad spend (twitter.com)
1793 points by rbanffy 1884 days ago | 891 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Business Fraud Neutral
Reports on Uber's ad spend fraud, no human rights focus
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
Longitudinal · 13 evals
+1 0 −1 HN
Audit Trail 33 entries
2026-03-01 17:07 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 17:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on Uber's ad spend fraud, no rights focus
2026-03-01 16:57 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 16:57 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CO neutral tech report
2026-03-01 16:52 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 16:52 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CO neutral tech report
2026-03-01 15:27 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 15:27 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on Uber's ad spend fraud, no rights focus
2026-03-01 15:18 eval_success Lite evaluated: Neutral (0.00) - -
2026-03-01 15:18 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CO neutral tech report
2026-02-28 15:15 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 15:15 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
reasoning
Editorial stance on Uber's ad spend fraud, no rights focus
2026-02-28 14:42 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 14:42 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CO neutral tech report
2026-02-28 09:34 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:34 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CO neutral tech report
2026-02-28 09:33 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 09:06 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 09:06 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) 0.00
reasoning
CO neutral tech report
2026-02-28 09:06 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 08:50 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 08:50 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
CO neutral tech report
2026-02-28 08:50 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:48 dlq_replay DLQ message 97779 replayed to WORKERS_AI_QUEUE: Uber discovered they’d been defrauded out of 2/3 of their ad spend - -
2026-02-28 07:48 dlq_replay DLQ message 97772 replayed to WORKERS_AI_QUEUE: Uber discovered they’d been defrauded out of 2/3 of their ad spend - -
2026-02-28 07:48 dlq_replay DLQ message 97764 replayed to WORKERS_AI_QUEUE: Uber discovered they’d been defrauded out of 2/3 of their ad spend - -
2026-02-28 01:40 dlq Dead-lettered after 1 attempts: Uber discovered they’d been defrauded out of 2/3 of their ad spend - -
2026-02-28 01:38 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:37 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:36 dlq_replay DLQ message 97668 replayed to LLAMA_QUEUE: Uber discovered they’d been defrauded out of 2/3 of their ad spend - -
2026-02-27 16:19 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
reasoning
Editorial stance on Uber's ad spend fraud, no rights focus
2026-02-27 13:27 eval Evaluated by deepseek-v3.2: +0.12 (Mild positive) 16,223 tokens
2026-02-27 12:37 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral)