Factory Signal Briefing — May 02, 2026
Advanced Manufacturing · 3D Printing · CNC · Robotics · AI Vision
News
Apollo Automobil hypercar sports a 3D printed titanium “dragon skin” inspired exhaust
Apollo Automobil has revealed a stunning “Dragon Skin Exhaust” for its Apollo EVO hypercar – a one-piece, fully titanium, laser-sintered component that took 123 hours to produce. The…
Phase stability regulator based on two dynamic parameters for autonomous mobile robots
Autonomous mobile robots, or AMRs, can benefit from a phase regulator with two real-time signals, according to a researcher. The post Phase stability regulator based on two dynamic…
FAULHABER designs DualGear for autonomous logistics systems
FAULHABER has designed DualGear to offer high performance in space-constrained autonomous logistics applications. The post FAULHABER designs DualGear for autonomous logistics systems…
Even the latest AI models make three systematic reasoning errors, ARC-AGI-3 analysis shows
The ARC Prize Foundation analyzed 160 game runs of OpenAI's GPT-5.5 and Anthropic's Opus 4.7 on the ARC-AGI-3 benchmark. Three systematic error patterns explain why both models stay below 1…
Meta buys robotics startup to bolster its humanoid AI ambitions
Meta bought humanoid startup Assured Robot Intelligence to beef up its AI models for robots, the company said.
A Bit of Data Center Heat Can Be Turned Back into Electricity
Managing heat in AI data centers is a growing challenge. As hyperscalers cram more and more high power computing systems into huge facilities , they generate more and more heat. Data center…
Musk v. Altman week 1: Elon Musk says he was duped, warns AI could kill us all, and admits that xAI distills OpenAI’s models
In the first week of the landmark trial between Elon Musk and OpenAI, Musk took the stand in a crisp black suit and tie and argued that OpenAI CEO Sam Altman and president Greg Brockman had…
New Synopsys.ai Copilots Deliver 2–5× Faster Chip Design Productivity
AI-assisted semiconductor design and verification is no longer just a concept. It is now a full-fledged reality that is delivering remarkable productivity gains. Five new Synopsys.ai Copilot…
Potential Route To Photonic FPCA Using NV Low-Loss Phase Change Material (Oxford)
A new technical paper, “Nonvolatile photonic field-programmable coupler array,” was published by researchers at University of Oxford. Abstract “Programmable photonic…
How Tulsa Built a Blueprint for Mid-Size City Innovation
Charles R. Goulding and Aaron Rofe highlight how Tulsa’s focused approach to tech development, workforce strategy, and industrial investment is challenging coastal dominance. The post How…
LightForce Orthodontics launches patient-specific 3D printed metal bracket
LightForce Orthodontics has brought LightBracket Metal, a patient-specific 3D printed metal bracket, to market, describing it as the first of its kind. The product extends the…
The art of crossing the chasm: When is a startup ready for enterprise adoption?
Silicon Foundry bridges the chasm between startups and enterprises, focusing on innovation, strategic partnerships, and navigating macroeconomic shifts. The post The art of crossing the…
Beginner with printing, need settings help
Score 160 · 66 comments
I just got a 3D printer within the last month and one of the things I want to use it for is to help make signage for my wedding this summer. I’m using Bambu Lab PETG, the green is a…
Machine WiFi cameras
Score 12 · 2 comments
I don’t want to get the haas camera, had it before at a previous shop but it’s over $1000 for a $100 D-Link with a magnet. We run automation and I’m thinking of just getting a few home…
High-Complexity Solo Robotics Major Project - ROS2/SLAM Focus - Low Hardware Budget
Score 0 · 3 comments
​ Hey guys, entering my final year (Mechanical Engineering) in Hyderabad. I’ve spent the last few years working with ROS, Gazebo, and SLAM. Due to team dynamics, I am executing my…
I made a couple of Nirnroot lamps with sound. PLA for the planter, TPU for the leaves.
Score 266 · 11 comments
I wanted a Nirnroot plant, from The Elder Scrolls V: Skyrim, to have around just doing the noises and glowing. I designed it, did the electronics and 3D Printed most of it. The leaves are 3D…
Tips for annotation in CVAT for YOLOv11
Score 0 · 3 comments
I recently joined a team working on a computer vision project for traffic tracking using YOLOv11. Our work flow involves extracting frames from traffic camera video, annotating those frames…
Laser tool setter
Score 2 · 9 comments
Hey all. I'm on a Hermle C400 with a BLUM laser tool setter. Came across a weird issue where it's inaccurately measuring both inserted face mills I use. One is a polished insert for…
Converting a MyCobot 280 URDF to a stable USD + articulation setup in Isaac Sim
Score 2 · 0 comments
A lot of low-cost robots come with URDFs that don’t translate well into simulation, so having a clean USD + articulation setup makes a big difference if you want reproducibility and…
Finally fixed that annoying gap between my monitors!
Score 1649 · 68 comments
I got tired of the constant gap and my monitors never staying flush. Designed this adjustable clip to lock them together once and for all. Just 3D printed parts and some double-sided…
Starter machine for someone with dyscalculia?
Score 1 · 7 comments
Hi there, I’m a hobbyist crafter and had been eyeing 3D printers before finding out about CNC machines. I know they’re not a direct parallel but it seems like a better avenue for what kinds…
YouTube
Machinist Only Ran 2 IPM 😲
48671 · N/A
📝 **Transcript Preview:** I was once working in a machine shop where we processed hundreds of loaves of bread a day. And I walked up to a machinist who said he'd never run faster than 2 in…