Blog · Topic
Physical AI
3 articles
ManufacturingAI on the Factory Floor: Edge Inference and Machine Identity
Factories need AI that keeps running when the internet does not, on machines that can prove what they are. How to place inference on the shop floor, anchor every device in hardware, and meet the security regimes now arriving for industrial products.
4 min read
SimulationSimulation and Digital Twins at Scale, Across Many Machines
Digital twins and robot-learning pipelines run thousands of simulations. Most of that work splits cleanly across many machines. How to decompose it, where it should run, and how to trust results computed on hardware you do not own.
4 min read
Physical AIPhysical AI: Robots That Buy Compute and Sell Their Work
Robots and field devices increasingly need inference they cannot run on board, and produce data and work others will pay for. What it takes for a machine to transact safely: identity, budgets, placement and verifiable evidence.
5 min read
Topic
ConsensusDistributed computingNetworkingInference optimizationEdge AIAgent orchestrationHarness designModel routingOpen modelsSovereign AIData residencySecuritySafetyConfidential computingHardware identityEnergy and placementTelco edgeAI factoriesMachine economyPayments for machinesDistributed trainingStorageEnterprise AIPhysical AISimulationGenerative mediaRetrievalVoice AIComputer vision
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