Factory Signal Briefing — May 06, 2026
Advanced Manufacturing · 3D Printing · CNC · Robotics · AI Vision
News
Wool Source and KiwiFil bring wool-based colorant to FFF filament in “world first”
Wool Source, a Christchurch, New Zealand-based ingredients manufacturer and the commercial arm of the Wool Research Organisation of New Zealand (WRONZ), has developed a pigment derived from…
1X begins production of NEO humanoids in California facility
1X has launched full-scale production at its 'NEO factory,' bringing vertically integrated humanoid robot manufacturing to the U.S. The post 1X begins production of NEO humanoids in…
LOOP 3D Teases Production-Focused Upgrade
LOOP 3D announced a new 3D printer, the LOOP PRO X+ TURBO Gen2. The post LOOP 3D Teases Production-Focused Upgrade appeared on Fabbaloo .
How Pre-Built AI Models Speed Up Factory Inspection Deployment
This blog post was originally published at Lincode’s website. It is reprinted here with the permission of Lincode. Did you know that over 35% of manufacturing defects go undetected during…
Khosla-backed robotics startup Genesis AI has gone full stack, demo shows
Genesis AI, a startup that raised a $105 million seed round to build foundational AI for robotics, has unveiled its first model, GENE-26.5, but also a demo showcasing a set of robotic hands…
Johnson & Johnson completes clinical study for OTTAVA robotic surgical system
Johnson & Johnson said it has demonstrated the feasibility of OTTAVA's compact design for small operating rooms. The post Johnson & Johnson completes clinical study for OTTAVA…
Chip Fab-in-a-Box Could Democratize Semiconductors
When Mitchell Hsing was a grad student at MIT, he and his classmates were doing cutting-edge things using what was essentially chip-industry cast-off equipment. Just imagine what could get…
A mini electronic saxophone
The Circuit Sax (v2) by Nigel is a mini electronic saxophone. It’s made with mechanical switches, custom 3D printed keycaps, and breath input. It’s designed to feel as close to a…
Researchers Turn Cashew Waste Into High-Performance Industrial Adhesive
INCHEON, South Korea — It may sound nuts, but researchers at Inha University have developed a high-performance, biodegradable adhesive derived from cashew nut byproducts, offering a…
Mira Murati tells the court that she couldn’t trust Sam Altman’s words
Mira Murati, OpenAI's former CTO, has testified under oath that CEO Sam Altman lied to her about the safety standards for a new AI model. In a video deposition shown during the ongoing Musk…
Direct FDM Printing with Granules
The idea of FDM 3D printing using granules rather than filament is an appealing one: rather than having to wrangle spools of filament that need to adhere to strict dimensions …read…
ChatGPT ads are now open to small businesses as OpenAI builds a full self-serve ad platform
Advertisers in the US can now book ads in ChatGPT on their own. The $50,000 minimum budget is gone. OpenAI is targeting $2.5 billion in ad revenue this year. The article ChatGPT ads are now…
Need Advice in fine tuning and stabilization phase of the model.
Score 2 · 3 comments
Hi everyone, I’m currently building a football event detection project focused on detecting actions like passes and shots from match clips using computer vision. I’m self-taught and honestly…
Built an Autonomous Mobile Robot (AMR) for warehouse automation - from CAD to code.
Score 19 · 4 comments
Designed the chassis in Fusion 360, exported to URDF, and built the full stack using ROS 2. Stack: Nav2 for navigation & path planning ArUco-based visual docking for precise alignment…
Guide: Chatter in Aluminum Milling
Score 28 · 12 comments
Hello, I wrote this guide to help those struggling with chatter when machining, focuses on aluminum and lower stiffness setups. About me: 15 years ago I did CNC machining research as part of…
CNC Diamond Drag
Score 16 · 4 comments
I made this for my son when he finished USMC boot camp in San Diego. The emblem is engraved on a 12" x12" granite tile from Home Depot. The work was done with a diamond drag from [Widget…
Newbie with a dream.
Score 7 · 6 comments
Hey fellas, i am looking at a CNC mill to start manufacturing parts. I am looking at the Langmuir Systems MR-1. I have zero experience and feel this machine can meet my requirements. Its…
Following a target with YOLO26
Score 4 · 0 comments
A little experiment with this DIY Smart Car 🚗 with Robotic Arm and Edge AI vision. The hardware consists of a dual ESP32-S3 (one for the motor controller and one for the camera sensor), the…
85% test accuracy looked fine. Real PCB inspection exposed the actual problem.
Score 3 · 9 comments
We built an AI-based PCB inspection system and the goal looked simple at first. Capture a board image, detect missing or misaligned components, return pass or fail and keep the inference…
Is there a noticeable quality difference between entry-level and mid-range CNC plasma tables?
Score 4 · 0 comments
Seriously considering pulling the trigger on a plasma table, but can't figure out if the price jump to mid-range is actually worth it for a smaller operation. Been looking at a few…
is it feasible to 3d print one of these flexible clips without it snapping?
Score 291 · 93 comments
what kind of filament and printing technique would i need to use?
