Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND 0.80
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND 0.50
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.30 ND Moderate positive 0.80 0.00 Disability Rights
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 ND Mild positive 0.80 0.00 Autistic Employment Rights
google/gemma-3-27b-it:free lite ND ND
qwen/qwen3-coder:free lite ND ND
openai/gpt-oss-120b:free lite ND ND
Section @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite @cf/meta/llama-3.3-70b-instruct-fp8-fast lite google/gemma-3-27b-it:free lite qwen/qwen3-coder:free lite openai/gpt-oss-120b:free lite
Preamble ND ND ND ND ND ND ND
Article 1 ND ND ND ND ND ND ND
Article 2 ND ND ND ND ND ND ND
Article 3 ND ND ND ND ND ND ND
Article 4 ND ND ND ND ND ND ND
Article 5 ND ND ND ND ND ND ND
Article 6 ND ND ND ND ND ND ND
Article 7 ND ND ND ND ND ND ND
Article 8 ND ND ND ND ND ND ND
Article 9 ND ND ND ND ND ND ND
Article 10 ND ND ND ND ND ND ND
Article 11 ND ND ND ND ND ND ND
Article 12 ND ND ND ND ND ND ND
Article 13 ND ND ND ND ND ND ND
Article 14 ND ND ND ND ND ND ND
Article 15 ND ND ND ND ND ND ND
Article 16 ND ND ND ND ND ND ND
Article 17 ND ND ND ND ND ND ND
Article 18 ND ND ND ND ND ND ND
Article 19 ND ND ND ND ND ND ND
Article 20 ND ND ND ND ND ND ND
Article 21 ND ND ND ND ND ND ND
Article 22 ND ND ND ND ND ND ND
Article 23 ND ND ND ND ND ND ND
Article 24 ND ND ND ND ND ND ND
Article 25 ND ND ND ND ND ND ND
Article 26 ND ND ND ND ND ND ND
Article 27 ND ND ND ND ND ND ND
Article 28 ND ND ND ND ND ND ND
Article 29 ND ND ND ND ND ND ND
Article 30 ND ND ND ND ND ND ND
ND The Reason So Many Autistic Adults Can't Stay Employed (kaiblackwood.substack.com)
22 points by rini17 5 days ago | 19 comments on HN ~lite vlite-2.0
Summary ~lite
Article discusses challenges autistic adults face in employment.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 29 HN snapshots · 14 evals
+1 0 −1 HN
Audit Trail 28 entries
2026-03-05 07:23 eval_success PSQ evaluated: g-PSQ=0.120 (3 dims) - -
2026-03-05 07:23 eval Evaluated by llama-4-scout-wai-psq: +0.12 (Mild positive)
2026-03-05 07:17 eval_success PSQ evaluated: g-PSQ=-0.080 (3 dims) - -
2026-03-05 07:17 eval Evaluated by llama-3.3-70b-wai-psq: -0.08 (Neutral)
2026-03-02 19:37 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-02 19:37 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
ED, rights-aware discussion on autistic employment
2026-03-02 19:33 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 19:33 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on autistic employment
2026-03-02 18:31 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-02 18:31 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
ED, rights-aware discussion on autistic employment
2026-03-02 18:26 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 18:26 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on autistic employment
2026-03-02 18:26 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-02 18:26 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) +0.06
reasoning
ED, rights-aware discussion on autistic employment
2026-03-02 17:12 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 17:12 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on autistic employment
2026-03-02 17:11 eval_success Lite evaluated: Mild positive (0.24) - -
2026-03-02 17:11 eval Evaluated by llama-4-scout-wai: +0.24 (Mild positive) -0.06
reasoning
ED, rights-aware discussion on autistic employment
2026-03-02 17:08 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 17:08 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on autistic employment
2026-03-02 15:56 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-02 15:56 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive) 0.00
reasoning
ED, rights-aware discussion on autistic employment
2026-03-02 15:49 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 15:49 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive) 0.00
reasoning
Editorial on autistic employment
2026-03-02 15:09 eval_success Lite evaluated: Moderate positive (0.30) - -
2026-03-02 15:09 eval Evaluated by llama-4-scout-wai: +0.30 (Moderate positive)
reasoning
ED, rights-aware discussion on autistic employment
2026-03-02 15:06 eval_success Lite evaluated: Mild positive (0.20) - -
2026-03-02 15:06 eval Evaluated by llama-3.3-70b-wai: +0.20 (Mild positive)
reasoning
Editorial on autistic employment