Model Comparison
Model Editorial Structural Class Conf SETL Theme
claude-haiku-4-5 lite 0.00 ND Neutral 0.95 0.00 Zero UDHR relevance
deepseek/deepseek-v3.2-20251201 +0.46 +0.10 Moderate positive 0.17 0.65 Privacy & Security
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.50 0.00 Security Measures
@cf/meta/llama-4-scout-17b-16e-instruct lite -0.50 ND Moderate negative 0.90 0.00 Authentication Methods
Section claude-haiku-4-5 lite deepseek/deepseek-v3.2-20251201 @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite
Preamble ND 0.50 ND ND
Article 1 ND 0.60 ND ND
Article 2 ND ND ND ND
Article 3 ND 0.70 ND ND
Article 4 ND ND ND ND
Article 5 ND ND ND ND
Article 6 ND ND ND ND
Article 7 ND ND ND ND
Article 8 ND 0.40 ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND 1.00 ND ND
Article 13 ND ND ND ND
Article 14 ND ND ND ND
Article 15 ND ND ND ND
Article 16 ND ND ND ND
Article 17 ND 0.30 ND ND
Article 18 ND ND ND ND
Article 19 ND 0.56 ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND 0.30 ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND 0.20 ND ND
Article 27 ND 0.10 ND ND
Article 28 ND 0.40 ND ND
Article 29 ND 0.50 ND ND
Article 30 ND ND ND ND
0.00 Frequent reauth doesn't make you more secure (tailscale.com)
1279 points by ingve 260 days ago | 516 comments on HN | Neutral ~lite vlight-1.3
Summary ~lite Zero UDHR relevance Neutral
Technical security blog post on authentication practices.
EQ 0.50
SO 0.50
TD 0.50
Light evaluation by claude-haiku-4-5 · editorial channel only · no per-section breakdown available
Audit Trail 16 entries
2026-02-28 01:40 dlq Dead-lettered after 1 attempts: Frequent reauth doesn't make you more secure - -
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 97692 replayed to LLAMA_QUEUE: Frequent reauth doesn't make you more secure - -
2026-02-28 00:02 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 00:02 rater_validation_warn Light validation warnings for model llama-3.3-70b-wai: 0W 7R - -
2026-02-28 00:02 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
2026-02-27 22:29 eval_success Evaluated: Moderate positive (0.53) - -
2026-02-27 22:29 eval Evaluated by deepseek-v3.2: +0.53 (Moderate positive) 59,289 tokens
2026-02-27 22:25 dlq Dead-lettered after 1 attempts: Frequent reauth doesn't make you more secure - -
2026-02-27 22:23 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-27 22:21 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-27 22:21 eval_success Light evaluated: Moderate negative (-0.50) - -
2026-02-27 22:21 eval Evaluated by llama-4-scout-wai: -0.50 (Moderate negative)
2026-02-27 22:20 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-27 22:19 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral)