May 22, 2026 · Artificial Intelligence

How Data and Algorithms Enable Embodied Intelligence Scaling – GigaAI’s Dual‑Pyramid Physical AGI

GigaAI unveiled a dual‑pyramid framework that couples a five‑layer data hierarchy with a three‑layer algorithm hierarchy, demonstrated top‑ranked benchmark results, announced a hundred‑robot home deployment and a 12‑month roadmap toward a physical AGI "GPT‑3 moment".

Dual-Pyramid ArchitectureGigaAIHome Deployment

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How Data and Algorithms Enable Embodied Intelligence Scaling – GigaAI’s Dual‑Pyramid Physical AGI

Machine Heart

Apr 11, 2026 · Artificial Intelligence

Why VLA Pioneers Are Abandoning Vision‑Language‑Action Models

Generalist AI’s GEN-1 model achieves over 99% success, 2‑3× speed gains with only a tenth of the data, and its founders argue that vision‑language‑action (VLA) models are merely a crutch, urging a shift toward goal‑driven, fully‑scratch training for physical AGI.

GEN-1Generalist AIGoal-driven research

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Why VLA Pioneers Are Abandoning Vision‑Language‑Action Models