SIGNALRobotics·Jun 27, 2026, 1:00 PMSignal75Medium term

We know how to build smarter robots. Now, we need to learn smarter ways to test them

Source: The Robot Report

Share
We know how to build smarter robots. Now, we need to learn smarter ways to test them

Atharv Kolhar, a staff test automation engineer at Figure AI, says the robotics industry needs a testing philosophy that scales alongside autonomy. The post We know how to build smarter robots. Now, we need to learn smarter ways to test them appeared first on The Robot Report .

Why this matters
Why now

The rapid advancement in robot capabilities and autonomy, particularly in humanoids, demands more sophisticated and scalable testing methodologies to ensure safe and reliable deployment.

Why it’s important

The safety and reliability of advanced robots are critical for their widespread adoption and integration into society and industry, directly impacting commercial viability and public trust.

What changes

The robotics industry is moving beyond simply building smarter robots to focusing on the equally complex challenge of developing robust testing frameworks that can keep pace with their increasing autonomy.

Winners
  • · Figure AI
  • · Robotics testing and simulation companies
  • · AI safety and ethics researchers
  • · Advanced robotics manufacturers
Losers
  • · Companies with inadequate testing protocols
  • · Manual testing methodologies
  • · Robotics projects with high failure rates
Second-order effects
Direct

Focus on scalable testing will accelerate the deployment of advanced autonomous robots, particularly humanoids.

Second

Increased demand for specialized AI/robotics testing tools and platforms will create a new sub-industry within the tech sector.

Third

Standardization of testing protocols will become a critical regulatory frontier, leading to new certifications and compliance requirements for robotic systems.

Editorial confidence: 90 / 100 · Structural impact: 60 / 100
Original report

This signal links to a primary source. Continuum Brief monitors and indexes it as part of the live intelligence stream — we do not republish source content.

Read at The Robot Report
Tracked by The Continuum Brief · live intelligence network
Share
The Brief · Weekly Dispatch

Stay ahead of the systems reshaping markets.

By subscribing, you agree to receive updates from THE CONTINUUM BRIEF. You can unsubscribe at any time.