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October 20, 2026
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Author: TVG Editorial Team

A premium editorial view of an integrated factory automation cell with cobot arm, conveyor, machine vision camera, and control cabinet
TVG Briefing

Automate 2026 Is Becoming a Stack Check for Factory Robotics Buyers

June 13, 2026June 13, 2026 - by TVG Editorial Team - Leave a Comment

Ahead of Automate 2026, exhibitor signals point to complete automation stacks: robots, cobots, conveyance, controls, vision, safety, and software integration.

Automate 2026 Is Becoming a Stack Check for Factory Robotics Buyers Read More
Neutral studio still life of three generic edge AI development boards and cables arranged for comparison
Maker Culture

Raspberry Pi AI Kit vs Coral USB vs Jetson Orin Nano: A Spec Review for Edge AI Builders

June 13, 2026 - by TVG Editorial Team - Leave a Comment

A no-hands-on spec review comparing three edge AI accelerator paths for robotics and maker projects: Raspberry Pi AI Kit, Coral USB Accelerator, and Jetson Orin Nano Super.

Raspberry Pi AI Kit vs Coral USB vs Jetson Orin Nano: A Spec Review for Edge AI Builders Read More
Macro photo style view of a robotics camera module, calibration target, stopwatch, and small robot chassis on a workbench
Robotics & AI

Edge AI Camera Latency Budget: A Practical Guide for Robotics Builders

June 13, 2026 - by TVG Editorial Team - Leave a Comment

A practical latency-budget guide for robotics builders choosing edge AI cameras, accelerators, and control-loop architectures.

Edge AI Camera Latency Budget: A Practical Guide for Robotics Builders Read More
Industrial robot workcell on a trade show floor with vision sensors and safety fencing
Tech News

FANUC’s Automate 2026 Physical AI Demos Put Robot Integration Under the Microscope

June 13, 2026June 13, 2026 - by TVG Editorial Team - Leave a Comment

FANUC’s Automate 2026 lineup points industrial robotics toward perception-driven cells, but the real engineering test is integration discipline, safety validation, and maintainable data pipelines.

FANUC’s Automate 2026 Physical AI Demos Put Robot Integration Under the Microscope Read More
Professional robotics bench with a Raspberry Pi-style single board computer, compact AI camera module, ribbon cable, calibration target, and small rover chassis
Maker Culture

Raspberry Pi AI Camera Buyer Evaluation: What Robotics Builders Should Test First

June 12, 2026 - by TVG Editorial Team - Leave a Comment

A spec-based buyer evaluation of the Raspberry Pi AI Camera for robotics and maker labs: what the hardware promises, where it fits, and the tests TVG would run before calling it competition-ready.

Raspberry Pi AI Camera Buyer Evaluation: What Robotics Builders Should Test First Read More
Clean robotics lab bench with encoders, IMU board, distance sensor, camera module, labeled wiring, and a student robot chassis
Robotics & AI

How to Choose Sensors for a School Robotics Team in 2026

June 12, 2026 - by TVG Editorial Team - Leave a Comment

A practical engineering guide to choosing encoders, IMUs, distance sensors, limit switches, cameras, and current sensing for school robotics teams without overspending or overcomplicating the robot.

How to Choose Sensors for a School Robotics Team in 2026 Read More
Student robotics workbench with aluminum chassis, controller, sensors, notebooks, and field tiles prepared for the 2026–2027 RECF season
STEM Lab

RECF Robotics Gives 2026–2027 Teams a Continuity Test, Not a Reset

June 12, 2026 - by TVG Editorial Team - Leave a Comment

RECF Robotics keeps teams’ existing robots, parts, and practice investment usable for 2026–2027. The engineering story is less about a new brand and more about continuity, documentation, and maintainable student systems.

RECF Robotics Gives 2026–2027 Teams a Continuity Test, Not a Reset Read More
Unbranded industrial control cabinet with PLC modules, safety wiring, and automation hardware on a tradeshow-style floor
Tech News

CODESYS at Automate 2026 Shows Factory Control Moving Toward Software-Defined Workflows

June 12, 2026June 12, 2026 - by TVG Editorial Team - Leave a Comment

CODESYS will bring virtual PLCs, virtual safety control, CODESYS 4, and AI-supported engineering to Automate 2026 as industrial control becomes more software-defined.

CODESYS at Automate 2026 Shows Factory Control Moving Toward Software-Defined Workflows Read More
Premium studio photo of a Raspberry Pi arcade prototype with joystick controls and a screen showing abstract generated game graphics
Maker Culture

Raspberry Pi AI Arcade Turns Generative AI Into a Physical Maker Interface

June 12, 2026June 12, 2026 - by TVG Editorial Team - Leave a Comment

Raspberry Pi’s AI Arcade project shows how generative AI becomes more useful when it is constrained by real controls, boot flows, screens, and saved hardware interactions.

Raspberry Pi AI Arcade Turns Generative AI Into a Physical Maker Interface Read More
Students and makers assembling a physical AI robot prototype with sensors and edge hardware
STEM Lab

Arduino’s Physical AI Challenge Turns Edge AI Into a STEM Hardware Test

June 11, 2026June 11, 2026 - by TVG Editorial Team - Leave a Comment

Arduino and Robu.in’s Physical AI Challenge India 2026 gives students and makers a practical framework for building sensor-driven edge AI systems.

Arduino’s Physical AI Challenge Turns Edge AI Into a STEM Hardware Test Read More

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