+0.65 Facebook, You Needy Sonofabitch (bradfrost.com)
1111 points by ingve 3091 days ago | 387 comments on HN | Strong positive ~lite vlight-1.3
Summary ~lite Digital autonomy & choice Advocates
Critiques Facebook's manipulative engagement tactics that undermine user autonomy.
EQ 0.70
SO 0.50
TD 0.30
Light evaluation by claude-haiku-4-5 · editorial channel only · no per-section breakdown available
Audit Trail 44 entries
2026-02-28 07:42 eval_success Light evaluated: Mild positive (0.20) - -
2026-02-28 07:42 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 07:42 model_divergence Cross-model spread 0.45 exceeds threshold (3 models) - -
2026-02-28 07:42 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 07:18 model_divergence Cross-model spread 0.45 exceeds threshold (3 models) - -
2026-02-28 07:18 eval_success Light evaluated: Moderate positive (0.56) - -
2026-02-28 07:18 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) 0.00
2026-02-28 07:18 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 07:16 model_divergence Cross-model spread 0.45 exceeds threshold (3 models) - -
2026-02-28 07:16 eval_success Light evaluated: Mild positive (0.20) - -
2026-02-28 07:16 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 07:16 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 06:14 model_divergence Cross-model spread 0.45 exceeds threshold (3 models) - -
2026-02-28 06:14 eval_success Light evaluated: Mild positive (0.20) - -
2026-02-28 06:14 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 06:14 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:53 eval_success Light evaluated: Mild positive (0.20) - -
2026-02-28 05:53 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:53 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 05:44 eval_success Light evaluated: Mild positive (0.20) - -
2026-02-28 05:44 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 05:44 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 1R - -
2026-02-28 05:05 eval_success Light evaluated: Moderate positive (0.56) - -
2026-02-28 05:05 eval Evaluated by llama-4-scout-wai: +0.56 (Moderate positive) -0.24
2026-02-28 05:05 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 0W 1R - -
2026-02-28 04:50 eval_success Light evaluated: Strong positive (0.80) - -
2026-02-28 04:50 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 04:50 rater_validation_warn Light validation warnings for model llama-4-scout-wai: 1W 0R - -
2026-02-28 04:41 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 04:04 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 03:28 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) +0.20
2026-02-28 03:27 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral) -0.20
2026-02-28 03:26 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 03:22 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 02:56 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 02:44 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 02:44 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
2026-02-28 02:43 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 02:30 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 02:25 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 02:16 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive) 0.00
2026-02-28 02:11 eval Evaluated by llama-4-scout-wai: +0.80 (Strong positive)
2026-02-28 01:52 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
2026-02-28 01:14 eval Evaluated by claude-haiku-4-5: +0.65 (Strong positive)