Robotics & Automation News

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Achieving Dataset Parity to Close the Robotics Training Gap

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It was in 1954 when the world witnessed its first real industrial robot, Unimate, a machine built to perform repetitive factory operations.

Fast forward to 2026: today robots like Unitree GD01 are being trained to learn adaptive mobility, AI decision-making, and terrain navigation.

In just half a century, robotics have evolved from immobile programmable arms into intelligent mobile systems capable of seeing and interacting with the physical environments around them. [Read more…] about Achieving Dataset Parity to Close the Robotics Training Gap

Opinion: Why industrial AI must be trained on physics, not prompts

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By Massimiliano Moruzzi, founder and CEO of Xaba.ai

Walk into any modern manufacturing facility and you’ll see the same tension playing out on the floor: incredibly capable machines, hemmed in by the assumption that everything will go exactly as planned. For decades, that assumption held well enough, but today it’s becoming a liability.

Manufacturers are under mounting pressure to produce faster, absorb more variability, and cut downtime, all while a new wave of AI promises to deliver “intelligence” without the complexity of traditional programming.

The pitch sounds compelling, but most of this AI is built on the same foundation as your company’s chatbot, and you cannot run a factory on prompts. [Read more…] about Opinion: Why industrial AI must be trained on physics, not prompts

Infineon launches humanoid robotics-focused startup challenge for 2026

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Infineon’s Startup Challenge brings together promising founder teams and young high-tech companies from across the globe to work jointly on a highly relevant topic: humanoid robotics.

The Challenge is a structured innovation program designed to develop technological concepts into market-ready applications. It is part of Infineon’s global Co‑Innovation Program, in which Infineon drives innovation together with startups as a technology and development partner.

Sören Jehmlich, vice president ventures, startups and ecosystems at Infineon, says: “Semiconductors are the foundation of humanoid robotics and a key growth driver. [Read more…] about Infineon launches humanoid robotics-focused startup challenge for 2026

Why I Started Testing Automation Scripts Through Residential Networks

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I’ve been building data collection tools for warehouse automation projects for about 18 months now. Price monitoring bots that checked component costs across supplier sites. Inventory trackers that scraped availability data every 4 hours.

And then everything fell apart.

You run a script 47 times in one afternoon from the same datacenter IP, and suddenly you’re staring at CAPTCHA walls or worse – silent bans where the site just serves you stale data while actual customers see the real inventory numbers. [Read more…] about Why I Started Testing Automation Scripts Through Residential Networks

How to Shortlist Data Engineering Services Providers: A Side-by-Side Evaluation Guide

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Article Overview

  • Evaluate data engineering services by moving beyond price to focus on governance and low-latency logic.
  • Select data engineering companies that prioritize business outcomes and unit economics over simple data movement.
  • Audit data engineering services providers using side-by-side comparisons of technical depth and long-term infrastructure.

Why is your most expensive data infrastructure still producing your least trusted insights?

It’s the question that haunts the late-night project post-mortems. You’ve checked every box on the modern data stack; the cloud migration is complete, the lakehouse is integrated, and the RFP was won by a firm with a global footprint. Yet, when a real-time churn prediction is needed, your data scientists admit they’re working off a manual CSV because the automated pipeline is too brittle to trust.

The enterprise market is currently crawling with data engineering companies that are essentially just order-takers. They’ll win your RFP on price, check every box in your technical requirements, and then build a $2 million pipe to nowhere that lacks the governance or low-latency logic your AI strategy actually requires. [Read more…] about How to Shortlist Data Engineering Services Providers: A Side-by-Side Evaluation Guide

From Cloud to Robot: Why Network Infrastructure is the Critical Failure Point in Modern Automation

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Automation has advanced rapidly in recent years, driven by improvements in artificial intelligence, machine vision, and robotics hardware.

From warehouse robotics to autonomous delivery systems and industrial automation, the capabilities of modern systems are no longer the primary limitation.

Instead, the bottleneck is increasingly something far less visible: network infrastructure. [Read more…] about From Cloud to Robot: Why Network Infrastructure is the Critical Failure Point in Modern Automation

How Can AI Make Predictive Maintenance Work for Automotive Robots?

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The International Federation of Robotics projects 575,000 industrial robot installations globally were achieved in 2025, which would mark the highest annual total on record.

The automotive sector runs the densest robot fleet of any manufacturing industry – more robots per 10,000 employees than any other sector in Germany, Japan, the United States and South Korea.

With robots concentrations that high, automotive plants have more to gain from getting condition monitoring right – small improvements in uptime translate directly into outsized gains in productivity and cost efficiency. [Read more…] about How Can AI Make Predictive Maintenance Work for Automotive Robots?

Antioch raises $8.5 million to accelerate simulation-based development of autonomous systems

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Antioch, a cloud simulation platform focused on robotics and autonomous systems, has raised $8.5 million in funding as it seeks to shift development and testing away from physical environments and into software-based simulation.

The investment round was led by A* and Category Ventures, with participation from MaC Venture Capital, Abstract, Box Group, Icehouse Ventures, and angel investors including Shyam Sankar and Adrian Macneil.

Founded in May 2025 and headquartered in New York, Antioch aims to reduce reliance on costly and time-consuming real-world testing by enabling robotics teams to develop and evaluate autonomous systems in simulated environments. [Read more…] about Antioch raises $8.5 million to accelerate simulation-based development of autonomous systems

Monitoring Tools Explained: Features and Capabilities

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Cyber threats have grown sharper and more targeted over the past few years, putting pressure on almost everyone to guard sensitive data. Credential leaks, phishing schemes, and unauthorized access attempts now stretch far beyond what basic antivirus software can handle.

Monitoring tools fill that gap by spotting vulnerabilities before they spiral into actual breaches. This guide walks through the features and capabilities that define these solutions, so users can pick the right fit for their situation. [Read more…] about Monitoring Tools Explained: Features and Capabilities

Residential IP Proxy Service for E-Commerce Price Monitoring: What Teams Need to Compare

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For online commerce teams that track competitor prices and regional promotions across dozens of marketplaces, the real challenge is scale.

Reliable data collection at that volume is precisely why a dedicated residential IP proxy service forms the backbone of any serious price-monitoring operation.

The reason is straightforward. Commercial-grade data collection demands infrastructure that mirrors genuine consumer traffic. [Read more…] about Residential IP Proxy Service for E-Commerce Price Monitoring: What Teams Need to Compare