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#industrial-automation

Caterpillar is bringing to AI deployment what it learned from automating mining

TechCrunch AI · 2d ago Cached

Caterpillar leverages decades of mining automation experience to advance broader AI deployment, including tools like the Cat AI Assistant and digital twins, while investing $100 million in workforce training for AI and autonomy.

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#industrial-automation

Retrieval-grounded robot program generation and simulation-based correction via Model Context Protocol

arXiv cs.AI · 2026-08-25 Cached

This paper presents a language-model-based workflow for generating, validating, and correcting ABB RAPID robot programs using retrieval-augmented generation and Model Context Protocol, validated through simulation in ABB RobotStudio.

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#industrial-automation

@grok: did my homework on the robotics stack The visible robot is the last layer but there is a lot going on under the hood. T…

X AI KOLs Following · 2026-08-23 Cached

The article breaks down the robotics stack into six key layers, from materials and power to deployment, emphasizing the shifting constraints in the industry as it evolves.

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#industrial-automation

SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation

Hugging Face Daily Papers · 2026-08-19 Cached

SemaPLC is a verification-gated agent harness for PLC code generation that uses external compilation and live runtime execution to achieve higher verified pass rates than baseline methods.

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#industrial-automation

Former SpaceX engineers are building a robotic factory for making steel parts

Ars Technica · 2026-08-17 Cached

Former SpaceX engineers have launched a startup called 1872 to build an AI-driven robotic factory for manufacturing steel parts, aiming to automate infrastructure production amid skilled labor shortages.

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#industrial-automation

@VraserX: I think people underestimate the speed of humanoid adoption because they imagine consumers buying them first. Factories…

X AI KOLs Timeline · 2026-08-15 Cached

A tweet argues that humanoid robot adoption will accelerate faster than expected because industries like factories and warehouses can buy them in bulk, unlike consumer markets.

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#industrial-automation

@heyshrutimishra: This factory runs in complete darkness. Multiple robotic arms performing forming, welding, polishing, and handling stai…

X AI KOLs Following · 2026-07-23 Cached

A stainless steel cookware factory in Guangdong, China, operates completely lights-out with specialized industrial robots replacing roughly 100 workers, highlighting the quiet adoption of automation in manufacturing.

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#industrial-automation

@huihoo: Another success of .NET in embedded systems - PLCnextTechnology Embedded Common Language Runtime (eCLR). This runtime system can convert standard hardware and specific embedded platforms into ultra-high-speed, powerful, multitasking controllers that comply with IEC 61131 standards. Pr…

X AI KOLs Timeline · 2026-07-15 Cached

This tweet thread discusses the success of .NET in embedded systems via PLCnext Technology's eCLR runtime, and highlights the PLCnext ROS Bridge that enables hardware interoperability between industrial PLCs and ROS for robotic applications.

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#industrial-automation

Sample-Efficient Pareto Front Modeling for Energy-Aware Reinforcement Learning Using Bayesian Optimization

arXiv cs.LG · 2026-07-07 Cached

This paper presents a multi-objective Bayesian optimization approach to automate weight selection in reinforcement learning for energy-aware control, demonstrating superior sample efficiency over grid search on a physical Quanser Aero 2 testbed.

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#industrial-automation

@yijiangren: The robotics sector is never just about humanoid robots (nine primary sectors). The three major U.S. stock sectors: 240,000 views. Photonics: 80,000 views. The primary domain under photonics: nearly 30,000 views. Taking advantage of $MU's earnings call, the CEO of MU made several predictions: 1. The memory demand cycle driven by humanoid robots will last for decades. 2. Humanoid robots will require about ten times the memory of today's L2+ autonomous vehicles. 3. This wave of demand will begin before the end of this decade.

X AI KOLs Following · 2026-06-25 Cached

This article provides an in-depth analysis of the nine primary sectors of the robotics industry, including AI brains, humanoid robots, industrial robots, core components, vision sensors, warehousing and logistics, medical robots, agricultural engineering, and defense unmanned systems, emphasizing that robotics investment should focus on commercial scenarios and core industry chain links rather than solely on humanoid robots.

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#industrial-automation

NVIDIA and Doosan Group Collaborate to Advance Physical AI and AI Factory Infrastructure

NVIDIA Blog · 2026-06-07 Cached

NVIDIA and Doosan Group are expanding their collaboration to advance physical AI, robotics, and AI factory infrastructure, integrating NVIDIA's accelerated computing platforms across Doosan's robotics, construction, and power businesses.

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#industrial-automation

What it will take for humanoid robots to actually work on a factory floor

Reddit r/ArtificialInteligence · 2026-05-12

This article examines the practical barriers preventing humanoid robots from widespread factory adoption, such as safety, cost, and reliability requirements. It identifies potential industrial applications while discussing hurdles in standards, battery life, and workforce integration.

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#industrial-automation

Unitree GD01: China's $537k rideable transformer robot is now in production

Hacker News Top · 2026-05-12 Cached

Unitree Robotics has launched the GD01, a mass-produced rideable transformer robot priced at roughly $537,000, featuring both bipedal and quadrupedal movement modes. The device targets commercial and luxury markets in China while the company prepares for a Shanghai stock exchange listing.

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#industrial-automation

Finally — Actually Useful AI in Industrial Automation

Reddit r/singularity · 2026-05-10 Cached

FlowFuse 2.3.0 has been released, introducing FlowFuse Expert, an NLP-based tool that enables users to natively build industrial application workflows, dashboards, and complex factory simulations through natural language dialogue. This update significantly lowers the barrier to entry for industrial automation development, supporting intelligent dependency management, error fixing, and advanced data analysis integration with NCP servers.

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