| { | |
| "dataset_a": { | |
| "name": "CAMA (with emotional memory)", | |
| "memories": 9113, | |
| "span_days": 428, | |
| "affect_coverage": "9111/9113 (100.0%)", | |
| "valence_mean": 0.21488969377675338, | |
| "bidirectional_split": "4526 teachings / 4587 inferences", | |
| "counterweights": 17 | |
| }, | |
| "dataset_b": { | |
| "name": "OpenAI/Lorien (no persistent memory)", | |
| "messages": 66380, | |
| "conversations": 825, | |
| "continuity_references": "1723", | |
| "continuity_per_1k": 81.08998493975903 | |
| }, | |
| "key_claims": [ | |
| "99.98% affect coverage demonstrates consistent emotional indexing", | |
| "Bidirectional protocol: 4526 user-authored + 4587 AI-generated memories", | |
| "Counterweight safety system: 17 corrective memories deployed", | |
| "System behavior during crisis: valence shifted to +0.226 while maintaining memory creation", | |
| "Without persistent memory: 1723 attempts to reference past context across 825 conversations" | |
| ] | |
| } |