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As AI disrupts industries, workers fear job losses. At the GAIN summit, experts suggest reskilling and adaptive corporate cultures as essential for survival in an automated future.

Inspired by Orwell, Sagan, and Le Guin, Stellar Shepherds envisions AI guiding civilizations through the multiverse, preserving balance across dimensions.

Geodesic Inference Control transforms AI: bidirectional least-effort paths via Schrödinger geometry unify reasoning and learning—scalable, hallucination-proof, and decentralized for reliable intelligence.