"Embodied AI can be conceptualized as a bottom-up intelligence stack, comprising:
VLA (Perception Fusion), RL/IL/SSL (Learning), Sim2Real (Reality Transfer), World Model (Cognitive Modeling), and Swarm & Reasoning (Collective Intelligence and Memory"
Great summary. This raises the question of how well simulation software is driving progress to close the reality gap and what effective levers there are to push robustness.
The concept of robots needing identity, trust, incentives and governance to particpate in the economy makes so much sense. The Machine DID idea is clever becuse it solves the attribution problem without relying on centralized registries. If robots can settl value on chain and reinvest in their own upgrades, we're looking at a fundmentally different economic structure.
"Embodied AI can be conceptualized as a bottom-up intelligence stack, comprising:
VLA (Perception Fusion), RL/IL/SSL (Learning), Sim2Real (Reality Transfer), World Model (Cognitive Modeling), and Swarm & Reasoning (Collective Intelligence and Memory"
Great summary. This raises the question of how well simulation software is driving progress to close the reality gap and what effective levers there are to push robustness.
The concept of robots needing identity, trust, incentives and governance to particpate in the economy makes so much sense. The Machine DID idea is clever becuse it solves the attribution problem without relying on centralized registries. If robots can settl value on chain and reinvest in their own upgrades, we're looking at a fundmentally different economic structure.