Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.90 0.00 Tech Development
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 AI Development
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 Self-improving software won't produce Skynet (contalign.jefflunt.com)
37 points by normalocity 4 days ago | 60 comments on HN | Neutral ~lite vlite-1.4
Summary ~lite Tech Development Neutral
Self-improving software
EQ 0.50
SO 0.50
TD 0.50
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 306 HN snapshots · 2 evals
+1 0 −1 HN
Audit Trail 22 entries
2026-02-28 17:24 eval_success Lite evaluated: Neutral (0.00) - -
2026-02-28 17:24 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
reasoning
Technical content no rights stance
2026-02-28 02:07 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 02:07 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
2026-02-26 11:45 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:44 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:40 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:40 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:40 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:40 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:38 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:37 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:36 credit_exhausted Credit balance too low, retrying in 270s - -
2026-02-26 11:35 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:35 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:33 credit_exhausted Credit balance too low, retrying in 330s - -
2026-02-26 11:32 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:32 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:32 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:32 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:31 dlq Dead-lettered after 1 attempts: Self-improving software won't produce Skynet - -
2026-02-26 11:31 credit_exhausted Credit balance too low, retrying in 276s - -