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ASCEND Long-Horizon Planning

ASCEND handles planning across temporal scales: days, months, years, and decades.

Planner Capabilities

  • Objectives & Constraints
  • Milestones & Dependencies
  • Resource budgets
  • Risk & Uncertainty quantification
  • Alternative strategies
  • Replanning & Failure recovery
  • Progress measurement

Example Objective

"Reduce water stress by 30% within 10 years." 1. 10-year objective 2. 5-year objectives 3. 3-year objectives 4. Annual milestones 5. Quarterly actions 6. Measurable outcomes

When reality differs from predictions: OBSERVE → MEASURE ERROR → UPDATE MODEL → REPLAN

Note: Generating a long text plan is not long-horizon planning. ASCEND must track actual outcomes and correct course.