#industrial-control
#industrial-control

European startups

Treon lands 6.8m to accelerate industrial AI innovation | Computer Weekly

DevOps

Rebrand automation as 'zero-token architecture' to master AI

Anthropic's Mythos is a wake up call, but experts say the era of AI-driven hacking is already here | Fortune

Anthropic's Mythos AI model is too dangerous to release widely due to its ability to exploit software vulnerabilities.

fromUnited States Edition

How AI Is Fixing a Costly Problem Most Businesses Ignore

AI accurately forecasts storage needs, helping businesses avoid overspending and running out of storage.

Business

Enterprise Spotlight: Manufacturing Reimagined

AI, extended reality, edge computing, and digital twins are transforming manufacturing operations, competition, and value delivery across a rapidly evolving digital landscape.

2 hours ago

Runtime security becomes critical as AI accelerates threats

Artificial intelligence accelerates innovation and cyber threats, necessitating a focus on runtime security for effective enterprise protection.

European startups

Treon lands 6.8m to accelerate industrial AI innovation | Computer Weekly

Treon secured €6.8m in funding to enhance AI-driven services for factories and logistics, addressing maintenance challenges in industrial environments.

Rebrand automation as 'zero-token architecture' to master AI

IT professionals can enhance productivity by rebranding existing automations as 'zero-token architecture' to manage AI costs effectively.

Anthropic's Mythos is a wake up call, but experts say the era of AI-driven hacking is already here | Fortune

Anthropic's Mythos AI model is too dangerous to release widely due to its ability to exploit software vulnerabilities.

fromUnited States Edition

How AI Is Fixing a Costly Problem Most Businesses Ignore

AI accurately forecasts storage needs, helping businesses avoid overspending and running out of storage.

Business

Enterprise Spotlight: Manufacturing Reimagined

more#ai

Why Your AI System Is Open-Loop

Open-loop AI systems audit spending after the fact, while closed-loop systems proactively control costs through continuous measurement and adjustment.

Productivity

8 hours ago

The productivity question AI forces us to ask

Productivity tools increase capabilities but also raise expectations, leading to a cycle of anxiety and an overwhelming pace of work.

7 hours ago

Cloudflare introduces new features for building and deploying agents

Cloudflare is transforming AI development with Dynamic Workers, Sandboxes, and Artifacts for secure, scalable, and efficient code execution.

#ai-adoption

11 hours ago

AI deployment in networks is stalling as pressure on infrastructure mounts

AI adoption in network environments is slower than expected, with increasing infrastructure demands and significant challenges in deployment and integration.

fromTNW | Opinion

AI is making us faster, more productive, and worse at thinking

AI adoption pressures are increasing, but evidence of its benefits is diminishing, leading to human stress and anxiety.

TE Connectivity CEO: the real promise of AI is long-term transformation, not short-term efficiency gains | Fortune

Industrial engineering organizations are seeing tangible results from AI adoption, but a focus on short-term ROI risks long-term innovation.

Artificial intelligence

Why Waiting to Adopt AI Is Riskier Than You Think

Early adoption of AI fosters judgment and confidence, while waiting risks organizational drift and missed opportunities for learning and adaptation.

Failing to use AI at work could cost you your job

AI adoption is becoming essential for career advancement, with companies laying off those who resist its integration.

11 hours ago

AI deployment in networks is stalling as pressure on infrastructure mounts

AI adoption in network environments is slower than expected, with increasing infrastructure demands and significant challenges in deployment and integration.

fromTNW | Opinion

AI is making us faster, more productive, and worse at thinking

AI adoption pressures are increasing, but evidence of its benefits is diminishing, leading to human stress and anxiety.

TE Connectivity CEO: the real promise of AI is long-term transformation, not short-term efficiency gains | Fortune

Industrial engineering organizations are seeing tangible results from AI adoption, but a focus on short-term ROI risks long-term innovation.

Why Waiting to Adopt AI Is Riskier Than You Think

Early adoption of AI fosters judgment and confidence, while waiting risks organizational drift and missed opportunities for learning and adaptation.

Failing to use AI at work could cost you your job

AI adoption is becoming essential for career advancement, with companies laying off those who resist its integration.

Why The AI Checkout Debate Misses The Real Shift In Retail

AI is reshaping retail by determining visibility and influencing consumer decisions through personalized insights and streamlined processes.

fromLondon Business News | Londonlovesbusiness.com

2 hours ago

How ServiceNow gets customers to gorge at the AI trough

ServiceNow integrates AI into its offerings, providing tiered pricing based on AI capabilities for customers.

Gadgets

6 hours ago

Understanding the impact of smart technology on household energy consumption - London Business News | Londonlovesbusiness.com

Smart home technology requires user action and guidance to effectively reduce energy bills, rather than relying solely on devices for savings.

UX design

fromMarTech

9 hours ago

Are you buying simplicity or dependency in CreativeOps? | MarTech

CreativeOps buyers face a choice between perceived simplification and underlying dependency in their production ecosystems.

New York City

fromInsideHook

fromInside Higher Ed | Higher Education News, Events and Jobs

Can Self-Driving Cars Help Fix the Nation's Potholes?

Pothole repairs are gaining attention, with NYC filling 100,000 potholes and Waymo partnering with Waze to identify potholes using autonomous vehicles.

AI and the 10-Minute Mind

Ten minutes of AI use can significantly reduce persistence and impair independent cognitive performance, undermining the long-term journey to expertise.

Higher education

Which Jobs Are Most at Risk in the Age of AI?

AI is projected to significantly impact job markets, with predictions of substantial job losses in various sectors within the next few years.

Mindfulness

fromPsychology Today

fromInside Higher Ed | Higher Education News, Events and Jobs

AI and the 10-Minute Mind

Ten minutes of AI use can significantly reduce persistence and impair independent cognitive performance, undermining the long-term journey to expertise.

Higher education

Which Jobs Are Most at Risk in the Age of AI?

AI is projected to significantly impact job markets, with predictions of substantial job losses in various sectors within the next few years.

more#ai-impact

Careers

13 AI Skills To Equip Your Workforce For An AI-Driven Future

AI is rapidly changing the skills landscape, making traditional competencies obsolete and creating a demand for new skills in the workforce.

Data centers and gas demand make boring pipelines great again | Fortune

Williams Companies will break ground on the Northeast Supply Enhancement pipeline, the first new pipeline in New York in over a decade, expanding its Transco natural gas network.

NYC startup

Broadcom combines AI and automation in Automic V26

Broadcom's Automic Automation V26 integrates AI into business processes while emphasizing control and governance to mitigate risks associated with unpredictability.

Remote teams

fromFuturism

Intellectual property law

There's a Mass Rebellion Against AI in the Workplace

Generative AI tools are widely rejected by workers, revealing a significant disconnect between executives and employees regarding AI's effectiveness and trustworthiness.

fromIPWatchdog.com | Patents & Intellectual Property Law

Your AI Is Saving You Time: So What?

AI's integration into patent work has shifted from skepticism to acceptance, prompting a need to measure its true value beyond just efficiency.

Tech industry

fromTechRepublic

AI Expansion, Security Crises, and Workforce Upheaval Define This Week in Tech - TechRepublic

The tech industry faces rapid innovation alongside significant instability, highlighted by AI advancements and economic proposals amid ongoing layoffs.

Web frameworks

fromInfoQ

Tiger Teams, Evals and Agents: The New AI Engineering Playbook

Sam Bhagwat is a co-founder and CEO of Mastra, an open source JavaScript/Typescript framework for building AI agents.

Agriculture

fromWIRED

Irrigreen's New Smart Irrigation System Promises Smart Watering Without the Hassle-Almost

Irrigreen's upgraded water printing system requires a complete irrigation infrastructure overhaul but offers advanced technology and new features.

Digital life

fromComputerworld

Google's new AI app is a glimpse of the future

Offline AI tools like Google's AI Edge Eloquent provide essential functionality for users with limited connectivity.

Privacy professionals

The Hidden ROI of Visibility: Better Decisions, Better Behavior, Better Security

Visibility through security measures can deter undesirable behavior and enhance safety in challenging situations.

Real estate

Can You Spot Signs of Industry Disruption Before They Happen?

Most innovation occurs in three stages: visibility, interface, and incentives, impacting industry transformation.

Business

This is the biggest risk a company can take in the age of AI

Organizations that continue transformation during uncertainty outperform those that slow down, treating turbulence as an opportunity for growth.

Online learning

AI In Workplace Learning: Are We Truly Improving Learning With AI, Or Simply Producing More Of It?

AI is accelerating content production in workplace learning, but it risks compromising learning quality and critical thinking.

How AI could drive cyber investigation tools from niche to core stack

The rise of AI presents new cybersecurity risks, necessitating a shift from traditional defensive strategies to proactive measures against sophisticated threats.

Industry Reactions to Iran Hacking ICS in Critical Infrastructure: Feedback Friday

Iran-linked hackers are targeting critical infrastructure, exploiting vulnerabilities in industrial control systems and operational technology.

8 hours ago

How AI could drive cyber investigation tools from niche to core stack

The rise of AI presents new cybersecurity risks, necessitating a shift from traditional defensive strategies to proactive measures against sophisticated threats.

Industry Reactions to Iran Hacking ICS in Critical Infrastructure: Feedback Friday

Iran-linked hackers are targeting critical infrastructure, exploiting vulnerabilities in industrial control systems and operational technology.

Data, not infrastructure, must drive your AI strategy

Data centricity is essential for effective AI strategies, enabling collaboration and problem-solving across business units by making data accessible.

9 hours ago

Custom AI Governance Services: The Missing Piece In Your L&D Strategy

Many L&D teams adopt AI tools without ensuring fairness, transparency, and accountability in their training programs.

Set it up once, test it properly, and let the system handle the rest.

Automating SSL certificate renewal prevents production outages and reduces stress during incidents.

fromAdExchanger

10 hours ago

AI Is Nothing Without Data Fidelity. Here's A Four-Step Approach to Protect It | AdExchanger

Data integrity is crucial for effective AI in advertising, as flawed data leads to poor outcomes.

#ai-agents

10 hours ago

Celonis and Oracle collaborate on identifying automation and AI opportunities

Celonis Process Intelligence Platform integrates with Oracle Cloud Infrastructure to enhance AI capabilities and optimize business processes.

fromDevOps.com

Google's Scion Gives Developers a Smarter Way to Run AI Agents in Parallel - DevOps.com

Scion is an experimental orchestration testbed for managing concurrent AI agents, preventing conflicts and enhancing collaboration.

10 hours ago

Celonis and Oracle collaborate on identifying automation and AI opportunities

Celonis Process Intelligence Platform integrates with Oracle Cloud Infrastructure to enhance AI capabilities and optimize business processes.

fromDevOps.com

Google's Scion Gives Developers a Smarter Way to Run AI Agents in Parallel - DevOps.com

Scion is an experimental orchestration testbed for managing concurrent AI agents, preventing conflicts and enhancing collaboration.

The future of work is here, but hiring hasn't caught up

Companies must adopt a skills-first approach to hiring to fill critical roles and access a broader talent pool.

Tech industry

AWS ponders selling its home-grown chips by the rack-load

Amazon's chip business could generate ~$50 billion annually if sold independently, highlighting significant demand and growth potential.

Digital life

fromEarth911

Guest Idea: Why Sustainable Home Tech Choices Also Need Cybersecurity Awareness

Sustainable technology adoption is rising, but security risks of connected devices are often overlooked, impacting both environmental and digital safety.

Productivity

How AI is quietly exhausting you-and what to do about it

AI tools increase decision-making fatigue among developers, leading to greater exhaustion despite faster coding capabilities.

Mastra AI - The Modern Framework for Building Production-Ready AI Agents

Creating reliable, scalable AI systems requires more than simple prompts; it involves building infrastructure and managing complex workflows.

Online learning

The Role Of Artificial Intelligence In Improving Corporate Training Programs

AI is transforming corporate training by personalizing learning experiences and addressing individual employee needs.

13 hours ago

Cisco aims to make AI agents safer with proposed acquisition of Astrix

Cisco is pursuing an acquisition of Astrix Security to enhance its AI security capabilities.

fromwww.facilitiesdive.com

Workplace management tech is prevalent, but integration challenges limit use: surveys

Most commercial real estate professionals fail to utilize workplace management technology data for effective space planning.

ServiceNow makes its entire portfolio AI-native for every customer

ServiceNow is integrating AI into its entire product portfolio, eliminating separate AI licenses and introducing the Context Engine for enhanced decision-making.

Careers

fromPsychology Today

Employee Engagement Is Declining in the Age of AI

Employee engagement is low overall, but significantly higher in best practice organizations with strong leadership and a focus on employee well-being.

fromThe Verge

6 hours ago

Microsoft is testing OpenClaw-like AI bots for 365 Copilot

Microsoft is integrating OpenClaw features into 365 Copilot for autonomous task completion.

fromwww.businessinsider.com

I'm an engineer who initially felt like AI was taking over my job. Then, I realized my job was bigger than coding.

AI has transformed the role of software engineers from coding to understanding product development and customer needs.

Online learning

From Manual To Intelligent: How AI Automation Is Reshaping L&D Operations

AI automation can alleviate operational burdens on L&D teams, allowing them to focus on strategic tasks and improve learning quality.

fromNextgov.com

Data is a strategic asset and a strategic vulnerability

Data is a primary strategic asset in national security, transforming into both a powerful tool and a critical vulnerability.

fromDevOps.com

Dynatrace to Acquire Bindplane to Process and Route Telemetry Data - DevOps.com

Dynatrace is acquiring Bindplane to enhance log management and allow pre-processing of telemetry data for cost reduction and workflow efficiency.

fromDigiday

Why Pfizer and other blue-chip brands are building internal AI search hubs to reclaim control

Major advertisers are shifting SEO and AI expertise in-house due to changes in the search landscape.

The digital sovereignty dilemma is a false choice - here's how enterprises can have both | Fortune

Organizations must ensure digital sovereignty by balancing local control with global technology access to remain resilient and competitive.

fromAxios

14 hours ago

The AI revolution is sorting people into three camps

A significant divide exists in AI understanding, leading to fears, protests, and violence against AI developments.

fromThe Hacker News

Browser Extensions Are the New AI Consumption Channel That No One Is Talking About

AI browser extensions pose significant security risks, often overlooked, with vulnerabilities and access that can compromise enterprise networks.

fromZDNET

I asked 5 data leaders about how they use AI to automate - and end integration nightmares

Strong processes and AI integration are essential for businesses to effectively utilize data.

Networks that brought us here won't carry us into AI future

Network infrastructure must evolve to support the demands of agentic AI, making a refresh a strategic necessity for organizations.

fromFuturism

Research Finds That AI Has Already Replaced Work for 20 Percent of Jobs

One in five full-time American workers report AI has taken over parts of their job, indicating a shift in the labor market.

#artificial-intelligence

Leading AI Companies Driving Enterprise Adoption

Leading AI companies are essential for effective enterprise adoption, focusing on strategy and integration to drive measurable impact.

Business intelligence

Cisco: Network readiness a determining factor for AI success | Computer Weekly

fromwww.housingwire.com

Human expertise in an AI world: Why partnership still wins

Organizations are successfully integrating human expertise with AI to create usable solutions faster than traditional development methods.

fromApp Developer Magazine

2 weeks ago

How Industrial AI Is Transforming Operations in 2026

Artificial intelligence is transitioning from experimentation to deployment, with a focus on measurable business outcomes and infrastructure improvements.

Leading AI Companies Driving Enterprise Adoption

Leading AI companies are essential for effective enterprise adoption, focusing on strategy and integration to drive measurable impact.

Cisco: Network readiness a determining factor for AI success | Computer Weekly

Two-thirds of industrial organizations have adopted AI in live operations, with infrastructure and security being crucial for successful transformation.

fromwww.housingwire.com

Human expertise in an AI world: Why partnership still wins

Organizations are successfully integrating human expertise with AI to create usable solutions faster than traditional development methods.

fromApp Developer Magazine

2 weeks ago

How Industrial AI Is Transforming Operations in 2026

Artificial intelligence is transitioning from experimentation to deployment, with a focus on measurable business outcomes and infrastructure improvements.

more#artificial-intelligence

AI promises to free workers from grunt work, but psychologists say those mindless tasks are exactly what our brains need to recover | Fortune

Eliminating menial tasks with AI may reduce productivity by removing necessary breaks for mental bandwidth and problem-solving.

fromForbes

2 weeks ago

Automation Promised Efficiency, But It Also Removed Differentiation

Marketing automation has improved efficiency but led to a lack of differentiation in brand messaging and identity.

IGEL breaks down the wall between IT and OT

IGEL is enhancing security and manageability in OT environments through its platform and Preventative Security Model.

fromThe Hacker News

The Hidden Security Risks of Shadow AI in Enterprises

Shadow AI poses significant risks by allowing unregulated use of AI tools that can expose sensitive data and weaken security controls.

XCOM RAN intros end-to-end private 5G for physical AI | Computer Weekly

XCOM RAN by Globalstar launches a private 5G solution to enhance industrial automation and support physical AI applications.

#agentic-ai

fromGlobal IP & Technology Law Blog

The Automotive Agentic AI Revolution

Agentic AI is transforming the automotive industry by enhancing design, testing, manufacturing, and customer experiences through advanced data processing and automation.

3 weeks ago

From Dumb Devices to Digital Teammates: How Agentic AI is Revolutionizing the Internet of Things

Agentic AI transforms IoT from obedient automation into intelligent systems that anticipate needs, reason through problems, and take initiative rather than simply following programmed commands.

fromGlobal IP & Technology Law Blog

The Automotive Agentic AI Revolution

Agentic AI is transforming the automotive industry by enhancing design, testing, manufacturing, and customer experiences through advanced data processing and automation.

3 weeks ago

From Dumb Devices to Digital Teammates: How Agentic AI is Revolutionizing the Internet of Things

Agentic AI transforms IoT from obedient automation into intelligent systems that anticipate needs, reason through problems, and take initiative rather than simply following programmed commands.

Why Operationalizing AI Security Is the Next Great Enterprise Hurdle

Security operations lag behind rapid tech advancements, leading to inefficiencies and risks in managing numerous security tools.

fromThe Cipher Brief

America's AI Strategy Is Fighting the Last War

Washington's AGI strategy risks misdiagnosing AI competition and may weaken America's long-term strategic position.

Your Employees Are Using AI Whether You Know It or Not

Creating an AI-driven culture is essential for maximizing employee engagement and productivity with AI tools.

fromTNW | Artificial-Intelligence

How AI is transforming hospitality operations while preserving human experience

Hospitality is evolving from manual processes to AI-driven operations, enhancing efficiency while maintaining human interaction.

Miscellaneous

fromInfoWorld

AI makes networking matter again

AI inference workloads are making infrastructure and networking strategic concerns again, breaking the cloud abstraction that previously allowed developers to ignore these details.

fromComputerworld

AI often doesn't deliver ROI for IT departments either

Only 28% of AI projects in infrastructure and operations achieve meaningful ROI, with many failing due to unrealistic expectations and skills gaps.

fromSecuritymagazine

Physical Security in Global Arenas: How AI Improves Security at Scale

Agentic physical security uses AI to transform surveillance into proactive threat prevention at large events.

fromArs Technica

From folding boxes to fixing vacuums, GEN-1 robotics model hits 99% reliability

GEN-1 is a new AI system by Generalist achieving high success rates in physical tasks, adapting quickly and improvising solutions.

fromTechRepublic

4 weeks ago

Industrial Systems Under Siege: 77% of OT Environments Suffer Cyber Breaches

Industrial sectors lag in cybersecurity despite modernizing operational technologies, creating critical vulnerabilities in manufacturing, utilities, and energy infrastructure.

Science

fromNature

Sensors are transforming the world - work together to maximize their benefits

Converging diverse sensing disciplines into a shared scientific home accelerates innovation, real-world impact and cross-domain discovery.

The industrial revolution now reshaping AI

Bot Auto achieved a driver-out run on public roads, marking a significant milestone in autonomous vehicle trucking with minimal human-labeled data costs.

Gadgets

Direct-to-device connectivity set to underpin next generation of industrial IoT | Computer Weekly

Ubiquitous satellite direct-to-device (D2D) connectivity will drive rapid, near-term mass adoption in industrial IoT across agriculture, mining, energy, transport and utilities.

ICS Patch Tuesday: Vulnerabilities Fixed by Siemens, Schneider, Moxa, Mitsubishi Electric

Industrial control system manufacturers Siemens, Schneider Electric, Mitsubishi Electric, and Moxa released multiple security advisories addressing critical and high-severity vulnerabilities in their ICS products.

fromFang-Pen's coding note

Manufacturing as Code is the Future, and the Future is Now

MakerRepo is a GitHub-like platform for manufacturing that applies software development workflows and version control to 3D design files to streamline and automate design iteration.

fromFuturism

3 weeks ago

Factory Paying Human Worker to Watch Robot Worker All Day

Humanoid robots like Digit are being deployed in factories with human supervisors, with costs expected to drop from $10-$25 per hour to $2-$3 per hour, potentially displacing workers earning $20 per hour.

Cyber Insights 2026: The Ongoing Fight to Secure Industrial Control Systems

Industrial Control Systems remain highly vulnerable due to legacy design, long lifecycles, operator reluctance to take systems offline, and growing sophistication of attacks.

ICS Patch Tuesday: Vulnerabilities Addressed by Siemens, Schneider, Aveva, Phoenix Contact

Siemens has published eight new advisories. The company has released patches and mitigations for high-severity issues in Desigo CC, Sentron Powermanager, Simcenter Femap and Nastran, NX, Sinec NMS, Solid Edge, and Polarion products. A medium-severity flaw has been found in Siveillance Video Management Servers. Exploitation of the vulnerabilities can lead to unauthorized access, XSS, DoS, code execution, and privilege escalation.

Information security

fromComputerworld

AI will likely shut down critical infrastructure on its own, no attackers required

Misconfigured AI controlling cyber-physical systems can unintentionally shut down national critical infrastructure in a G20 country by 2028.

Indurex Emerges From Stealth to Close Security Gap in Cyber-Physical Systems

The Indurex platform ingests and correlates data from multiple sources across the cyber-physical stack, with a strong focus on industrial historians, instrumentation and asset management systems (IAMS), alarm management, and OT network and endpoint data. The platform, which can be integrated with third-party OT security solutions, is designed to unify cyber, process, and safety context into a single operational view, using adaptive risk scoring to highlight issues and prioritize response actions.

Information security