Model Comparison
Model Editorial Structural Class Conf SETL Theme
claude-haiku-4-5 lite 0.00 ND Neutral 0.90 0.00 User interface design
deepseek/deepseek-v3.2-20251201 +0.30 ND Moderate positive 0.01 — Safety & Interfaces
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite 0.00 ND Neutral 0.80 0.00 Technology Trends
@cf/meta/llama-4-scout-17b-16e-instruct lite 0.00 ND Neutral 0.90 0.00 Technology Design
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 ND ND ND
Article 1 ND ND ND ND
Article 2 ND ND ND ND
Article 3 ND 0.30 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 ND ND ND
Article 9 ND ND ND ND
Article 10 ND ND ND ND
Article 11 ND ND ND ND
Article 12 ND ND 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 ND ND ND
Article 18 ND ND ND ND
Article 19 ND ND ND ND
Article 20 ND ND ND ND
Article 21 ND ND ND ND
Article 22 ND ND ND ND
Article 23 ND ND ND ND
Article 24 ND ND ND ND
Article 25 ND ND ND ND
Article 26 ND ND ND ND
Article 27 ND ND ND ND
Article 28 ND ND ND ND
Article 29 ND ND ND ND
Article 30 ND ND ND ND
0.00 Touchscreens are out, and tactile controls are back (spectrum.ieee.org)
1317 points by pseudolus 481 days ago | 890 comments on HN | Neutral ~lite vlight-1.3
Summary ~lite User interface design Neutral
Technology trend article examining return of buttons to devices.
EQ 0.65
SO 0.50
TD 0.60
Light evaluation by claude-haiku-4-5 · editorial channel only · no per-section breakdown available
Audit Trail 26 entries
2026-02-28 01:44 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 01:44 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:41 dlq Dead-lettered after 1 attempts: Touchscreens are out, and tactile controls are back - -
2026-02-28 01:40 dlq Dead-lettered after 1 attempts: Touchscreens are out, and tactile controls are back - -
2026-02-28 01:40 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 01:40 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral) 0.00
2026-02-28 01:40 dlq Dead-lettered after 1 attempts: Touchscreens are out, and tactile controls are back - -
2026-02-28 01:38 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-28 01:38 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
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 01:37 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 97713 replayed to LLAMA_QUEUE: Touchscreens are out, and tactile controls are back - -
2026-02-28 01:36 dlq_replay DLQ message 97702 replayed to WORKERS_AI_QUEUE: Touchscreens are out, and tactile controls are back - -
2026-02-28 01:36 dlq_replay DLQ message 97699 replayed to LLAMA_QUEUE: Touchscreens are out, and tactile controls are back - -
2026-02-28 01:36 dlq_replay DLQ message 97686 replayed to LLAMA_QUEUE: Touchscreens are out, and tactile controls are back - -
2026-02-28 01:36 dlq_replay DLQ message 97689 replayed to WORKERS_AI_QUEUE: Touchscreens are out, and tactile controls are back - -
2026-02-28 00:03 eval_success Light evaluated: Neutral (0.00) - -
2026-02-28 00:03 eval Evaluated by llama-3.3-70b-wai: 0.00 (Neutral)
2026-02-27 23:10 eval_success Evaluated: Moderate positive (0.30) - -
2026-02-27 23:10 eval Evaluated by deepseek-v3.2: +0.30 (Moderate positive) 14,817 tokens
2026-02-27 23:01 dlq Dead-lettered after 1 attempts: Touchscreens are out, and tactile controls are back - -
2026-02-27 22:59 rate_limit OpenRouter rate limited (429) model=llama-3.3-70b - -
2026-02-27 22:57 eval Evaluated by llama-4-scout-wai: 0.00 (Neutral)
2026-02-27 22:10 eval Evaluated by claude-haiku-4-5: 0.00 (Neutral)