Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-4-scout-17b-16e-instruct lite ND ND — 0.57 — —
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite ND ND — 0.63 — —
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 ND Mild positive 0.60 0.00 Economic Security
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite -0.20 ND Mild negative 0.60 0.00 Job Displacement
openai/gpt-oss-120b:free lite ND ND — — — —
google/gemma-3-27b-it:free lite ND ND — — — —
qwen/qwen3-coder: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 openai/gpt-oss-120b:free lite google/gemma-3-27b-it:free lite qwen/qwen3-coder: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 How do you plan to make a living after AI takes your job?
12 points by borissk 3 days ago | 40 comments on HN ~lite vlite-2.0
Summary ~lite
Discussion on planning for a living after AI takes jobs.
Lite evaluation by llama-4-scout-wai-psq · editorial channel only · no per-section breakdown available
Longitudinal 87 HN snapshots · 9 evals
+1 0 −1 HN
Audit Trail 23 entries
2026-03-05 07:21 eval_success PSQ evaluated: g-PSQ=0.035 (3 dims) - -
2026-03-05 07:21 eval Evaluated by llama-4-scout-wai-psq: +0.04 (Neutral)
2026-03-05 07:11 eval_success PSQ evaluated: g-PSQ=-0.474 (3 dims) - -
2026-03-05 07:11 eval Evaluated by llama-3.3-70b-wai-psq: -0.47 (Moderate negative)
2026-03-02 17:27 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 17:27 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
ED, discussing job displacement due to AI
2026-03-02 17:27 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-03-02 17:24 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-02 17:24 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative) 0.00
reasoning
CO discussion on job displacement
2026-03-02 17:24 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-03-02 17:22 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-03-02 17:22 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 17:22 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
ED, discussing job displacement due to AI
2026-03-02 17:19 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-02 17:19 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative) 0.00
reasoning
CO discussion on job displacement
2026-03-02 15:42 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 15:42 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-03-02 15:42 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive) 0.00
reasoning
ED, discussing job displacement due to AI
2026-03-02 15:36 model_divergence Cross-model spread 0.30 exceeds threshold (2 models) - -
2026-03-02 15:36 eval_success Lite evaluated: Mild positive (0.10) - -
2026-03-02 15:36 eval Evaluated by llama-4-scout-wai: +0.10 (Mild positive)
reasoning
ED, discussing job displacement due to AI
2026-03-02 15:36 eval_success Lite evaluated: Mild negative (-0.20) - -
2026-03-02 15:36 eval Evaluated by llama-3.3-70b-wai: -0.20 (Mild negative)
reasoning
CO discussion on job displacement