Results for “Physical AI”
- topicPhysical AI
AI systems that perceive, reason and act in the physical world: robots, autonomous machines and embodied models.
- technologyPhysical AI
Intelligence that perceives and acts in the physical world.
- glossaryPhysical AI
AI embodied in machines that perceive, reason and act in the physical world, such as robots and autonomous vehicles.
- research3 SeptPhysical AI: State of Play
From foundation models to factory floors, a map of the robotics and embodied AI landscape and the metrics that will decide it.
- article11 SeptPhysical AI Leaves the Lab
Foundation models have given robots general perception. The next test is not a demo video but a cost per task.
- research3 SeptPhysical AI: state of play
Deep Dive mapping the robotics and embodied AI landscape from foundation models to factory floors.
- trendPhysical AI — Parallax Index 87
Foundation models are giving robots general perception. Pilots in logistics and manufacturing are the proving ground.
- signal12 SeptPhysical AI is moving from laboratories into commercial environments.
Pilot deployments in logistics and manufacturing are now judged on cost per task and uptime, not demo videos.
- trendMultimodal AI — Parallax Index 70
Real-time voice and video understanding are becoming default interfaces, and the bridge to physical AI.
- topicAI in Manufacturing
Industrial AI, digital twins, robotics and software-defined factories.
- topicAI Agents
AI systems that plan, take actions and complete multi-step work inside business systems rather than only generating text.
- topicAI Governance
Policy, regulation, standards and the internal controls that decide how AI is deployed.
- topicAI Security
Securing AI systems and defending against AI-enabled attacks: prompt injection, agent permissions, model supply chains and autonomous threats.
- topicAI-First Companies
Organisations designed around AI from the start, and incumbents rebuilding to match them.
- topicAI Coding Agents
Autonomous and semi-autonomous systems that write, test, review and ship software with human oversight.
- topicAI Data Centers
The buildings, cooling, networking and grid connections that turn capital into compute.
- topicAI Infrastructure
Chips, data centres, networking, power and the capital cycle behind compute.
- topicAI Models
Frontier and open-weight models, reasoning systems, small models and the economics of intelligence.
- article3 SeptAI Governance Moves From Principles to Obligations
Boards are being asked to evidence oversight. Insurers are pricing AI risk. Agent autonomy is outpacing the frameworks meant to govern it.
- topicEnergy for AI
The electricity demand of AI, and the generation, storage and grid investment racing to meet it.
- topicEnterprise AI
How companies actually deploy AI: adoption, ROI, organisation and the rise of AI-first operations.
- trendAI Security — Parallax Index 84
Every agent is a new identity with credentials. Security is becoming the constraint on how much autonomy enterprises allow.
- trendAI Coding Agents — Parallax Index 80
Software is the first domain where agents deliver verifiable output. It previews every other form of agentic work.
- research6 SeptPowering Intelligence: Energy as the Binding Constraint on AI
The AI build-out is colliding with grid reality. This Deep Dive maps the collision: who supplies the power, who pays, and what changes.
- topicMultimodal AI
Models that see, hear, speak and act across text, image, audio, video and sensor data.
- signal13 SeptAI agents are moving from chat interfaces into enterprise workflows.
The interface of AI is shifting from a chat box to a queue of delegated tasks connected to systems of record.
- signal6 SeptAI governance is moving from principles to enforceable obligations.
Boards are being asked to evidence oversight, and insurers are starting to price AI-specific risk.
- technologyAI Agents
Software that plans, acts and completes work with supervision.
- technologyAI Data Centers
Where capital becomes compute.
- trendAI Infrastructure — Parallax Index 82
Capital is still flowing at historic scale, but the narrative has shifted from chips to power, land and interconnection.
- trendAI Governance — Parallax Index 66
Regulation is moving from principles to obligations, and boards are being asked to evidence oversight.
- article13 SeptThe Age of AI Employees Has Begun
AI is moving from answering questions to executing entire business workflows. The next competitive advantage may not be better software, but better digital workers.
- article12 SeptPower Is the New Bottleneck for AI
The constraint on AI infrastructure has moved from chips to electricity. Where the grid can deliver decides where intelligence gets built.
- article6 SeptThe AI-First Company
Small teams are reaching milestones that once required hundreds of people. Incumbents are being measured against them.
- signal7 SeptAI-first companies are setting productivity benchmarks incumbents must answer.
Small teams reaching large revenue milestones reset investor expectations for everyone else.
- signal2 SeptAI energy demand is testing corporate net-zero commitments.
Clean firm power has become a technology-sector priority, and the accounting of emissions from compute is under scrutiny.
- glossaryAI-first company
An organisation whose operations, products and staffing are designed around AI systems from the start.
- trendEnterprise AI — Parallax Index 77
The pilot-to-production gap is where value is won. AI-first operating models are setting the benchmark.
- signal8 SeptPrompt injection remains unsolved while agent permissions keep growing.
The gap between what agents can do and what can be reliably prevented is the defining AI security problem of the period.
- trendAI Agents — Parallax Index 94
Agents have moved from demos to deployed workflows. The question is no longer whether they work, but how far enterprises will let them act.