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October 18, 2026
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Engineering-first robotics, AI, maker hardware, STEM, and creator technology reporting

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Robotics & AI

Robotics and AI covers physical AI, industrial automation, robots, machine vision, edge AI hardware, simulation, safety, and deployment workflows, emphasizing what technical teams should evaluate before adoption.

Checkerboard calibration remains a practical baseline for robot vision.
Robotics & AI

Robot Camera Calibration: Why Checkerboards Still Matter in 2026

July 19, 2026 - by TVG Editorial Team - Leave a Comment

Calibration is not glamorous, but it is one of the cheapest ways to make robot vision more repeatable before blaming the model, the camera or the lighting.

Robot Camera Calibration: Why Checkerboards Still Matter in 2026 Read More
Robot power wiring bench with battery pack, fuse holder, connectors, and multimeter
Robotics & AI

Robot Power Connectors and Voltage Drop: A Maker-Lab Wiring Guide

July 18, 2026 - by TVG Editorial Team - Leave a Comment

A practical wiring guide for maker robots covering connectors, fusing, wire gauge, voltage drop, strain relief, and power checks before mystery resets waste a test day.

Robot Power Connectors and Voltage Drop: A Maker-Lab Wiring Guide Read More
Maker robot sensor bus wiring bench with microcontroller and breakout boards
Robotics & AI

I2C Sensor Wiring for Maker Robots: How to Avoid Mystery Dropouts

July 17, 2026July 17, 2026 - by TVG Editorial Team - Leave a Comment

I2C is convenient for robot sensors, but cable length, pull-ups, bus speed and grounding can turn simple modules into intermittent faults. Here is the maker-lab checklist.

I2C Sensor Wiring for Maker Robots: How to Avoid Mystery Dropouts Read More
Arducam PiNSIGHT 12MP AI camera board for Raspberry Pi 5 official product image
Robotics & AI

Arducam PiNSIGHT Combines a 12.3MP Camera and OAK-SoM for Raspberry Pi 5

July 15, 2026September 16, 2026 - by TVG Editorial Team - 1 Comment

Arducam’s PiNSIGHT combines a 12.3MP autofocus camera, OAK-SoM acceleration, USB 3.0 and hardware video encoding for Raspberry Pi 5 vision projects.

Arducam PiNSIGHT Combines a 12.3MP Camera and OAK-SoM for Raspberry Pi 5 Read More
Official LooperRobotics Insight 9 spatial AI camera product image with three front lenses
Robotics & AI

LooperRobotics Insight 9 Project Watch: A Spatial AI Camera Backer Checklist

June 23, 2026July 3, 2026 - by TVG Editorial Team - Leave a Comment

LooperRobotics Insight 9 is a spatial AI camera project with robotics SDK claims. TVG’s backer checklist focuses on depth quality, ROS support, V-SLAM, thermals, and delivery risk.

LooperRobotics Insight 9 Project Watch: A Spatial AI Camera Backer Checklist Read More
Official Qualcomm Dragonwing IQ10 robotics reference design device image
Robotics & AI

Qualcomm’s Dragonwing IQ10 RRD Turns Robot AI Into a Stack Integration Problem

June 15, 2026June 19, 2026 - by TVG Editorial Team - Leave a Comment

Qualcomm’s Dragonwing IQ10 Robotics Reference Design matters less as a chip headline and more as a full-stack robotics integration baseline.

Qualcomm’s Dragonwing IQ10 RRD Turns Robot AI Into a Stack Integration Problem Read More
Robotics evaluation bench with robot arm, edge AI compute hardware, sensors, and benchmark dashboards
Robotics & AI

ICRA 2026 Shows Robotics Is Becoming a Benchmark Discipline

June 14, 2026June 14, 2026 - by TVG Editorial Team - Leave a Comment

ICRA 2026’s strongest signal for robotics builders is not a single demo. It is the field’s shift toward repeatable benchmarks, edge compute, and test discipline.

ICRA 2026 Shows Robotics Is Becoming a Benchmark Discipline Read More
A Practical Guide to Using CAN Bus in Your Next Robotics Project
Robotics & AI

A Practical Guide to Using CAN Bus in Your Next Robotics Project

June 14, 2026July 3, 2026 - by TVG Editorial Team - Leave a Comment

A practical CAN bus robotics guide for makers and student teams building more reliable communication between controllers, motor drivers, sensors, and embedded modules.

A Practical Guide to Using CAN Bus in Your Next Robotics Project Read More
A realistic robotic tactile gripper testing component insertion on a lab bench with sensor readout equipment
Robotics & AI

RobOmni Puts Tactile Sensing on the Robotics Benchmark Scorecard

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

RobOmni, launched at ICRA 2026, reframes physical AI evaluation around contact-rich manipulation, tactile sensing, and cross-embodiment robot testing.

RobOmni Puts Tactile Sensing on the Robotics Benchmark Scorecard 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

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TVG Report review-policy graphic explaining supplied products, independent conclusions, and verified results

Wonder whether a supplied review unit changes the verdict? You're right to ask. TVG Report discloses supplied products, keeps conclusions independent, and separates manufacturer claims from verified results. Our review policy: #ProductReviews

Sep 18, 2026 · 10:03 AM PT

View on XRead the review policy
TVG Report infographic over a 3D-printing workbench highlighting first-layer, profile, and fit checks before adjusting and reprinting

You can lose an evening to a drifting first layer, a bad profile, or a part that prints cleanly and still does not fit. TVG Report looks past headline speeds to the checks, tradeoffs, and repair paths makers actually need. #3DPrinting

Sep 17, 2026 · 10:18 AM PT

View on XExplore Maker Culture
DS18B20 debugging infographic showing the 85.0°C power-on value, a three-wire probe, and checks for conversion, CRC, and power

A DS18B20 at exactly 85°C may be power-on data—not heat. Trust it after conversion completes and CRC passes. Our guide maps power mode and w1_therm checks.

Sep 16, 2026 · 3:54 PM PT

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