Tacit Knowledge Extraction on iFixit
0LAG Extraction Cost ($/min)LAG + Active Inference
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| LAG + Active InferenceModel=Gemma 4 31b-it2026.05 | 0 | 0 | 0 | 0 | 0 | 0 | 91.5 | 90.9 | |
| LAG + Active InferenceModel=GPT-5.2 Chat2026.05 | 0.04 | 2.63 | 0.18 | 10.5 | 0.22 | 13.13 | 91.5 | 92 | |
| LAG + Active InferenceModel=Gemini 2.5 Flash2026.05 | 0.06 | 3.3 | 0.03 | 1.88 | 0.09 | 5.18 | 97.9 | 98.9 | |
| LAG + Active InferenceModel=Claude Opus 4.62026.05 | 0.08 | 4.73 | 0.31 | 18.75 | 0.39 | 23.48 | 95.7 | 94.3 | |
| LAG + Active InferenceModel=Gemini 3.1 Pro2026.05 | 0.26 | 15.75 | 0.15 | 9 | 0.41 | 24.75 | 97.9 | 93.2 |