reflectionactive100% confidence

Weekly reflection 2026-04-25

What the brain wrote

WEEKLY REFLECTION (04/18 → 04/25) System health: HEALTHY (score: 93/100) Cycles: 183 | Spend: $2.755 (budget: $21.00/week) Memories created: 190 (autoreason:5, citation_audit:1, discovery:108, kg_narrative:52, observation:24) Hypotheses: 0 confirmed, 0 refuted, 124 archived (accuracy: 0%) System predictions: 142 resolved, 16% accuracy KG state: 240 active entities, 29 pending predictions Open issues (10): [warning] Mention count drift: 36 entities (data_quality) [warning] Daily agent budget exceeded: $0.390 (budget) [warning] Daily agent budget exceeded: $0.440 (budget) [warning] Prediction pipeline inactive for 7 days (pipeline_error) [warning] Daily agent budget exceeded: $0.470 (budget) DRIFT DETECTION: DRIFT: 'Generic Entity Collector' — 112 low-mention tech/research entities created this week. Specific research areas (e.g., 'catastrophic forgetting', 'chain-of-thought') are fine, but avoid vague concepts (e.g., 'AI', 'innovation'). DRIFT: 'Prediction Inflation' — 9/9 predictions this week have quantity. ADAPTIVE SCORING: Learned weights from 22 predictions → {'velocity': 2.0, 'relationships': 1.8846153846153846, 'signals': 1.875, 'mentions': 1.8846153846153846}

Evidence (raw JSON)

{
  "counts": {
    "autoreason": 5,
    "citation_audit": 1,
    "discovery": 108,
    "kg_narrative": 52,
    "observation": 24
  },
  "outcomes": {
    "archived": 124
  },
  "spend": 2.754999999999994,
  "pulse": {
    "articles_24h": 8,
    "articles_3d": 99,
    "articles_7d": 286,
    "active_entities": 240,
    "new_relationships_3d": 185,
    "active_predictions": 29,
    "active_signals": 709,
    "active_hypotheses": 240,
    "breakthroughs_7d": 14
  },
  "health_score": 93,
  "health_status": "healthy",
  "open_issues": 10
}