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Model Comparison
| Model | Editorial | Structural | Class | Conf | SETL | Theme | | @cf/meta/llama-4-scout-17b-16e-instruct lite | -0.20 | +0.16 | Neutral | 0.80 | -0.27 | Open Source Hardware | | @cf/meta/llama-3.3-70b-instruct-fp8-fast lite | 0.00 | +0.16 | Neutral | 0.80 | -0.16 | Open Source Security | | Section | @cf/meta/llama-4-scout-17b-16e-instruct lite | @cf/meta/llama-3.3-70b-instruct-fp8-fast 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 | | Summary ~lite Open Source Hardware Acknowledges Update on Xous 0.10.0 with Baochip-1x support, enhancing security and performance.
Lite evaluation by llama-4-scout-wai · editorial channel only · no per-section breakdown available
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Longitudinal
6 HN snapshots · 3 evals | |
Audit Trail
7 entries | 2026-03-03 00:20 | eval_success | Lite evaluated: Neutral (-0.02) | - - | | 2026-03-03 00:20 |
eval
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Evaluated by llama-4-scout-wai: -0.02 (Neutral) 0.00 | | | reasoning Technical update on Xous open-source OS and custom Baochip-1x silicon, focusing on security and hardware advancements. | | 2026-03-03 00:15 | eval_success | Lite evaluated: Neutral (-0.02) | - - | | 2026-03-03 00:14 |
eval
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Evaluated by llama-4-scout-wai: -0.02 (Neutral) | | | reasoning Technical update on Xous open-source OS and custom Baochip-1x silicon, focusing on security and hardware advancements. | | 2026-03-03 00:14 | eval_success | Lite evaluated: Neutral (0.08) | - - | | 2026-03-03 00:14 | rater_validation_warn | Lite validation warnings for model llama-3.3-70b-wai: 1W 0R | - - | | 2026-03-03 00:14 |
eval
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Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) | | | reasoning Open source, custom silicon, security-focused | | |
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