Factory Signal Briefing — April 24, 2026
Advanced Manufacturing · 3D Printing · CNC · Robotics · AI Vision
News
Project Hail Mary’s 3D print campaign turns Rocky into a desktop phenomenon. AMAZE
Amazon MGM Studios embedded a 3D printing campaign into the official marketing of Project Hail Mary, the Ryan Gosling-led sci-fi film adapted from Andy Weir’s novel, offering fans free…
Wavelength-Dependent SLA: 3D Printed Action Plots
Researchers have introduced “3D printed action plots” to map how resin cure responds to different wavelengths, offering a new tool for dialing in vat photopolymerization. The post…
DeepSeek previews new AI model that ‘closes the gap’ with frontier models
DeepSeek says both models are more efficient and performant than DeepSeek V3.2 due to architectural improvements, and have almost "closed the gap" with current leading models, both open and…
Robot Talk Episode 153 – Origami-inspired robots, with Chenying Liu
Claire chatted to Chenying Liu from University of Oxford about how a robot’s physical form can actively contribute to sensing, processing, decision-making, and movement. Chenying Liu…
From sci-fi to reality: Physical AI’s future with Dr. Jan Liphardt
Dr. Jan Liphardt discusses the impact of modular AI systems on robotics, emphasizing the importance of transparency and safety in human-robot interactions. The post From sci-fi to reality…
Accenture, Vodafone, and SAP to pilot humanoid robots in the warehouse
The humanoids in the pilot are powered by Accenture’s Robot Brain solution, enabling them to interact naturally with human operators. The post Accenture, Vodafone, and SAP to pilot humanoid…
Video Friday: Who Wins in Robot vs. Pro Ping-Pong Player?
Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next…
China’s DeepSeek previews new AI model a year after jolting US rivals
Chinese AI company DeepSeek released a preview of its hotly anticipated next-generation AI model V4 on Friday, saying that the open-source model can compete with leading closed-source…
As agentic AI pushes rivals to raise prices and cap usage, Deepseek ships a good-enough model for almost nothing
Chinese AI lab Deepseek has released V4-Pro and V4-Flash, two new models with up to 1.6 trillion parameters and a one-million-token context window. Pricing sits well below OpenAI, Google…
A Humanoid Robot Beat the Human World Record for a Half Marathon
A year after most robots failed to finish the Beijing race, nearly half the field autonomously ran a course of slopes, narrow passages, and 20 turns. The post A Humanoid Robot Beat the Human…
How to Add Electronics to Your Indoor Plants
Does anything beat the feeling of merging two hobbies? Indoor plant parents and tinkerers, we’ve put together some of our favorite plant related guides for ya: PyPortal Pet Planter…
Chip Industry Week In Review
Marvell's plasmonics buy; Onto's process control stake; TSMC A14/13 and EDA flows; Apple shuffle; LPDDR6; SOCAMM2 chipset; MATCH Act progress; EUV resist crunch; India 3D packaging fab…
Robotics Meetup in PCMC, Pune – Discussions + Live Demos (25 April)
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Hi everyone, We’re organizing a **Robotics Conference Meetup** in PCMC for people interested in robotics, automation, and hardware. This is a **community-driven meetup** focused on practical…
CNC Reccomendation
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Hi, looking to get a CNC Mill for light use. Looking to machine 12in x 6in x 1in 6061 aluminum. My budget is 15k. Any recommendations on a machine that fits that price tag? I see mixed…
Use of AI/ML in manufacturing
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Hey Folks, I am in USA and worked in the manufacturing industry for 5 years in roles related to quality engineering, automation and digital manufacturing. After that I went back to school…
Help with 3018 CNC router machine/ Ayuda con router CNC 3018
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Hi everyone, this is my first time posting here. I'm a mechatronics engineering student, and I work with a CNC 3018 router. A few days ago, while machining a PCB, my spindle suddenly stopped…
We put an acoustic camera on a robot dog for gas leak detection – what else should we do with it?
Score 21 · 14 comments
Hi r/robotics, We’re the team from Hertzinno, and we develop industrial acoustic cameras (real-time sound visualization). Recently we’ve been integrating our acoustic camera with quadruped…
Don't throw away old smartwatches! 3D printed a custom housing to turn one into a Digital Shift Knob. ♻️🕹️
Score 11442 · 645 comments
Hey everyone, first time posting here! I wanted to share my most complex functional print yet for my Project Car. I took an old TicWatch Pro 3 and carefully cut the original casing with a…
How useful has Claude Code been for you?
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Hey everyone, I've been building autonomous drones with a monocular camera and have been trying to make good use out of Claude Code for my software development. I noticed that while it's…
I keep breaking bits, what am I doing wrong?
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Bought a cnc a few months ago, I'm cutting pine only, but I've broken like 6 bits already. Yesterday I broke a 1/8 flat end mill bit (upcut). I used it at 12k rpm (ttc 6050s limit) at 1200…
DharmaOCR: Open-Source Specialized SLM (3B) + Cost–Performance Benchmark against LLMs and other open-sourced models [R]
Score 10 · 2 comments
Hey everyone, we just open-sourced DharmaOCR on Hugging Face. Models and datasets are all public, free to use and experiment with. We also published the paper documenting all the…
How accurate is your production history?
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Alcohol manufacturer here in NZ, day-to-day records are usually fine, but audit prep and stocktakes are where things get stressful. There’s always a bit of backtracking, checking what…
YouTube
5-axis is a cheat code for simple parts. Not just complex ones. #haasautomation #5axismachining
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📝 **Transcript Preview:** My name is Johnny Goodie. I'm the president and coowner of MSP Manufacturing. Uh we're located in Bloomington, Indiana. While we do have multiple five-axis…
Tight Tolerances on a Compact Machine
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