{
  "run_date": "2026-10-01",
  "scope": "Initial broad discovery queries. Target year 2026; retrospective literature review. Search results require primary-source verification. This is not an exhaustive systematic review.",
  "queries": [
    "\"world model\" causal generalization unseen environments 2026 paper",
    "\"general reasoning\" out of distribution transfer 2026 paper",
    "\"continual learning\" agent memory catastrophic forgetting 2026 paper",
    "\"long horizon\" autonomous research agent 2026 paper",
    "\"open ended learning\" general intelligence 2026 paper",
    "\"autonomous laboratory\" robotics transfer 2026 paper",
    "\"self model\" neural network intervention 2026 paper",
    "\"self modification\" agent architecture 2026 paper",
    "\"capability inheritance\" self improvement agent 2026 paper",
    "\"reward hacking\" evaluator autonomous research 2026 paper",
    "\"meta improvement\" recursive self improvement 2026 paper",
    "\"synthetic data\" model collapse iterative 2026 paper",
    "\"recursive self improvement\" compute cost experiment latency 2026 paper",
    "\"AI research\" diminishing returns self improvement 2026 paper",
    "\"outer alignment\" value generalization 2026 paper",
    "\"inner alignment\" goal misgeneralization 2026 paper",
    "\"goal stability\" self modification 2026 paper",
    "\"corrigibility\" shutdown generalization 2026 paper"
  ]
}