GappAI / Corporate intelligence

Physical AI.
The signal that matters.

A concise monthly intelligence brief on humanoid robotics, robot learning, professional demonstration data and real industrial deployment—selected and interpreted by GappAI.
GappAI Physical AI Radar

One useful briefing.
Once a month.

No daily noise and no generic AI roundup. Each issue links the important evidence to GappAI's view of what it means for deployment.

What we track
01

Humanoid platforms

Hardware progress, dexterity, safety and platform availability.

02

Robot learning

VLA and foundation models, imitation learning and cross-embodiment transfer.

03

Training data

Human demonstration, teleoperation, operational data and edge cases.

04

Industrial deployment

Measured pilots, production evidence and the gap between demo and work.

05

Physical AI stack

Simulation, sensors, compute, tools and integration infrastructure.

06

Capital & partnerships

Funding, industrial alliances, public programmes and ecosystem shifts.

Edition archive
Issue 02 / Published

The learning loop
becomes the stack.

Five verified signals on robot-training data, NVIDIA's edge and simulation stack, bounded industrial deployment and humanoid capital. Read Issue 02

Issue 01 / Published

Data becomes
the product.

Five verified signals on human data, demonstration transfer, on-device models, cross-embodiment architecture and Europe's industrial Physical AI stack. Read Issue 01

Editorial standard

Selected evidence.
An accountable point of view.

  • Primary sources and direct links wherever available
  • Clear separation between verified fact and GappAI interpretation
  • No paid ranking presented as independent analysis
  • Corrections reflected in the public archive