The European Union has now published a set of measures aimed at boosting Europe’s tech industry to help reduce reliance on US and Chinese suppliers for AI, cloud, and semiconductors. The proposals include rules to restrict the use of US hyperscalers for certain public sector procurement purposes, but stop short of banning them outright. “Technological…
Tag: tech
AI, Apps, china, Compliance, Cybersecurity, Data Breaches, Europe, Exploits, Global Security News, Risk Management
GDPR set the tone for regulatory action — and the AI fine pushback to come
Big tech firms continue to push back against fines levied for alleged violations of European data protection law, in what could be a harbinger for AI regulations to come. While lawyers and experts quizzed by CSO broadly argue that big tech firms contesting data protection rules isn’t a particular cause for concern, the more widespread…
AI, Europe, Global Security News
Mistral Chases AI Superintelligence to Counter U.S. Dominance
The French company’s CEO said its—and Europe’s—biggest obstacle to tech independence is the scale of investment necessary.
Global Security News, AI, Risk Management, Apps, Europe, Endpoint
Dell Leaders on Local AI Reshaping Enterprise Security
At Dell Technologies World 2026, the tech giant announced major changes to its portfolio and to the role security plays in enhancing it, ensuring partners and customers are well protected as cyber threats evolve. Why partner alignment is crucial to customer success Rob Emsley, Director at Dell Technologies, told Channel Insider that Dell Technologies World…
AI, china, Cybersecurity, Europe, Global Security News, Government & Policy, Politics, Risk Management, Russia
UK spy chief labels AI ‘unstoppable force’ with offensive, defensive ramifications for cyberspace
Artificial intelligence is an “unstoppable force” that allows tech to be “weaponized just below the threshold of traditional warfare,” including in cyberspace, the head of a U.K. intelligence, security and cybersecurity agency said Wednesday. We live in a world “where the latest frontier AI is rapidly unearthing fault lines in technologies our society relies on…
AI, Global Security News
The AI tech job slaughter gets real
Tech companies seem to be falling over each other these days in firing people to either replace them with AI or to pay to build AI infrastructure. Wouldn’t it be nice if they at least waited until AI actually worked for business? On the one hand, top tech businesses such as Amazon, Block, Cisco, Cloudflare,…
AI, Compliance, Exploits, Global Security News, Network Security
Apple opens its post-Quantum encryption vault
The tech world is rapidly waking up to the security threat posed by future quantum computers, which will be able to break the encryption we now use to protect our internet existences with ease. Against that backdrop, Apple’s decision to share iPhone and Mac post-quantum cryptography code on GitHub speaks volumes. Lost in the fog of reporting over the Memorial…
AI, Global Security News
Q&A: How video helps build robot brains for physical AI
Robots could well be the next trillion-dollar tech opportunity, in no small part thanks to AI. Not surprisingly, that’s led to race by a variety of robotics companies to build industrial and humanoid robots to help (or replace) humans. And to help orient those devices visually in the real world, robot brains are being fed Youtube…
Global Security News
Huawei Says It Has Workaround to Match Leading Chips
The Chinese tech juggernaut says it can match cutting-edge Intel semiconductors by 2031.
Global Security News
Former US execs plead guilty to aiding tech support scammers
Two former executives of a call-tracking and analytics company pleaded guilty to concealing a years-long tech support fraud scheme that victimized individuals worldwide. […]
AI, china, Compliance, Europe, Funding, Global Security News, Government & Policy, Risk Management, Venture
EU moves forward on $5.8B scale-up fund to keep startups from leaving
The European Union has stepped up efforts to grow its homegrown tech sector and reduce dependence on US firms, advancing plans this week for a €5 billion ($5.8 billion) fund to help startups scale in Europe rather than seek capital or buyers abroad. Analysts welcomed the initiative, but said its success will depend on whether…
Global Security News
SpaceX, Anthropic and OpenAI’s Sprint to Go Public Defines the AI Boom’s Big Day
Silicon Valley’s hottest startups are competing fiercely as big tech firms contend with fickle investors and hard choices.
Global Security News
Google Unveils New Gemini AI Agent for Personal Tasks
The tech firm highlights both Spark and Omni, a video-creation tool, at its annual developer conference.
AI, Global Security News
Your New AI Professor Is the Rapper From the Black Eyed Peas
What started as a visit to MIT’s Media Lab became a long-term tech love affair for will.i.am, and now he’s passing on that love.
Global Security News
What Will Travel Look Like in 20 Years?
Plus, how tech giants are pushing to build data centers in space and why people are whispering at work.
Global Security News
Ackman Says Pershing Square Has Taken New Stake in Microsoft
The investor says the tech company is underpriced, and he will disclose the stake in regulatory filings later Friday.
AI, Cybersecurity, Data Breaches, Global Security News
Major tech manufacturer Foxconn confirms cyberattack hit North American factories
Foxconn, one of the world’s largest manufacturers of electronics sold by major tech vendors, is recovering from a cyberattack that disrupted some of the company’s factories in North America. Nitrogen, a ransomware group that’s known for targeting organizations in the manufacturing, construction and technology sectors, claimed responsibility for the attack on its data leak site…
AI, Global Security News
The Tech Jobs That Are Safe From AI
Tech industry layoffs keep coming but there’s still a market for higher-grade talent to harness AI agents.
AI, Cybersecurity, Data Breaches, Data Security, Global Security News, Government & Policy, Risk Management
Instructure settles with hackers following massive student data theft
Educational tech firm Instructure reached a deal with hackers after a major Canvas breach exposed data stolen from schools and universities. Educational tech firm Instructure says it reached an agreement with the cybercrime group behind a major Canvas data theft, after attackers broke into its systems and threatened to publish stolen information from schools and…
Global Security News
SpaceX, Google in Talks to Explore Data Centers in Orbit
A deal between the two tech titans would give a boost to SpaceX’s business ahead of a historic public listing.
AI, Global Security News, Government & Policy
No hire, no fire: Employers get picky on tech skills amid AI disruption
The current “no-hire-no-fire” environment in the workplace has slowed the pace of tech hiring in the US, but companies have seen one benefit — the selection of job candidates is easier. Many employers have become clearer about the qualifications they’re seeking in new hires: they’re focused less on people who can service large stacks of…
AI, Global Security News
Instructure confirms data breach, ShinyHunters claims attack
Educational tech giant Instructure has confirmed that data was stolen in a cyberattack, with the ShinyHunters extortion gang claiming responsibility. […]
AI, Global Security News
Musk vs. Altman: Week 1
Plus, how to vibe-code an app, OpenAI’s rocky road to an IPO and how big tech companies are beginning to strike AI gold.
AI, Apps, china, Cybersecurity, Global Security News, Government & Policy, Network Security, Politics, Risk Management
Musk Warns of Killer AI — While He and the Rest of Silicon Valley Cash In on AI That Kills
The bitter courtroom brawl between Elon Musk and Sam Altman captivating the tech industry this week revolves in no small part around fears that artificial intelligence technologies both men are building could spiral out of control and exterminate humanity. Such far-looking scenarios obscure the fact that tech companies are enlisting to kill today. Musk’s break…
AI, Data Breaches, Global Security News, malware, Network Security
Anti-DDoS Firm Heaped Attacks on Brazilian ISPs
A Brazilian tech firm that specializes in protecting networks from distributed denial-of-service (DDoS) attacks has been enabling a botnet responsible for an extended campaign of massive DDoS attacks against other network operators in Brazil, KrebsOnSecurity has learned. The firm’s chief executive says the malicious activity resulted from a security breach and was likely the work…
Global Security News
How Silicon Valley’s Brightest Parents Broke Their Own School
Tech executives built the ‘it’ school for their gifted kids. Lawsuits, internal feuding and a breakaway followed.
AI, Compliance, Europe, Funding, Global Security News, Venture
Scaling up a tech startup in Europe is hard — ‘EU Inc.’ aims to help
Europe produces a large number of new tech startups each year – 28 crossed the $1 billion valuation mark in 2025 alone – yet few become global technology leaders. Many that do succeed look elsewhere to scale, particularly in the US. Founders point to multiple barriers to growing their business in the European Union (EU),…
Global Security News
Google Reports 81% Jump in Profits, Beating Wall Street Expectations
The tech giant’s revenue rises 22% in the first quarter.
AI, Apps, Cloud Security, Compliance, Cybersecurity, Data Security, Global Security News, Network Security, Risk Management
Netskope, Rubrik, Commvault Expand Google Cloud Security
At this year’s Google Cloud Next 2026 conference in Las Vegas, tech and cybersecurity companies across the channel unveiled their latest announcements spanning AI, security, infrastructure, and more. While artificial intelligence was firmly front and center, themes around enhanced cybersecurity, particularly AI guardrails and cyber resilience, emerged as equally important priorities. In this recap, we…
Global Security News
AI Worries Have Returned to Wall Street. Now Come Earnings.
A slide in artificial-intelligence stocks comes ahead of earnings from key tech giants.
china, Global Security News
Microsoft and OpenAI’s Split May Help Both
Plus, China scuttles Meta’s acquisition and tech layoffs proliferate.
AI, Global Security News
Google Clears Pentagon to Use AI Tools in Classified Settings
Tech giant added language to contract to say its AI wasn’t intended for domestic mass surveillance or fully autonomous weapons.
AI, Compliance, Global Security News
LogicMonitor Adds AI-Driven Remediation to IT Platform
LogicMonitor is moving past the era of simple alerts. The tech company announced a massive expansion to its unified platform today, aiming to solve the “noise” problem that has plagued IT departments for years. By combining visibility, AI reasoning, and automated action, the company is pitching a new operating model where the system doesn’t just…
Global Security News
How to tell whether your tech setup is helping or holding you back
GUEST OPINION: You do not usually notice a good tech setup. You click. It responds. You open a file. It opens. You switch tasks. Nothing stutters.
AI, Global Security News
Tracking Corporate Layoffs in 2026
Private-sector job cuts were down 1% in the first quarter, but AI led to 40% more job cuts in tech.
AI, Global Security News
The Race to Make the World’s Most In-Demand Machine
Tech companies’ plans to spend hundreds of billions of dollars on AI infrastructure depend on a one-of-a-kind Dutch equipment maker most Americans have never heard of.
Global Security News
Tech Mahindra Reports Increased Revenue for FY26 and EBIT rises up 39.2% YoY
Tech Mahindra, a leading global provider of technology consulting and digital solutions to enterprises across industries announced the audited consolidated financial results for the quarter and year ended March 31, 2026.
Global Security News
Bob Iger Returning to Joshua Kushner’s Thrive in Post-Disney Move
The former Disney CEO has dabbled in tech and media investing.
Global Security News
Generative Engine Optimisation: The Next Frontier for Australian Tech Companies
Most Australian tech companies are still optimising for a search engine that their buyers are no longer using. The shift has already happened, and the gap between brands that understand it and those that don’t is widening every quarter.
Global Security News
Chinese Robot Beats Human Best Time in Half-Marathon, After a Stumble
Tech companies make progress in fixing humanoid runners’ malfunctions.
AI, Apps, Data Breaches, Endpoint, Global Security News, malware, privacy, Risk Management
Here’s What Agentic AI Can Do With Have I Been Pwned’s APIs
I love cutting-edge tech, but I hate hyperbole, so I find AI to be a real paradox. Somewhere in that whole mess of overnight influencers, disinformation and ludicrous claims is some real “gold” – AI stuff that’s genuinely useful and makes a meaningful difference. This blog post cuts straight to the good stuff, specifically how…
Global Security News
Meta and Alphabet show interest in Australian tech company Ion
COMPANY ANNOUNCEMENT: Australian technology company Ion Video (ASX IOV) is in discussions with two of the world’s largest tech companies – Meta and Alphabet – about its ground-breaking video technology.
Global Security News
Meta Banks on AI to Clear the Smoke of Social-Media Lawsuits
While the tech giant has the means to fight in court, ongoing legal battles could temper a long-term recovery in its shares.
AI, Global Security News
Meta Removes Law-Firm Ads Recruiting Clients to Sue It
After recent losses in trials related to social-media practices, the tech company begins taking down ads on its apps meant to attract eligible plaintiffs.
AI, china, Global Security News, Russia
Inside the Race to Protect Submarine Cables From Sabotage
The U.S. and allies are turning to tech, patrols and new routes to defend crucial underwater data infrastructure against Russia and China.
AI, Global Security News
iTWire TV: HPE’s April Neoh on AI Bias, Trust, and Why the Scales Still Aren’t Balanced
GUEST INTERVIEW: April has spent roughly 20 years in tech. She’s watched the suits get replaced by suits wearing sneakers. She’s seen decisions go from months-long deliberation cycles to minimum viable products shipped at pace. And now, as Account Executive for High Performance Computing and AI at Hewlett Packard Enterprise, she’s watching AI reshape the…
AI, Global Security News
HPE’s April Neoh on AI Bias, Trust, and Why the Scales Still Aren’t Balanced
GUEST INTERVIEW: April has spent roughly 20 years in tech. She’s watched the suits get replaced by suits wearing sneakers. She’s seen decisions go from months-long deliberation cycles to minimum viable products shipped at pace. And now, as Account Executive for High Performance Computing and AI at Hewlett Packard Enterprise, she’s watching AI reshape the…
Global Security News
Five Amazing Tech Innovations We Should Expect in the Next 25 Years
We asked tech experts to give us their predictions. The world they envision is something to look forward to.
AI, Global Security News, Government & Policy, Risk Management
US tech sector lost jobs in March, stalling growth
The US tech sector lost 15,000 jobs in March even though the overall US economy saw 178,000 jobs gained across all sectors, according to data from multiple sources, including the US Department of Labor. CompTIA, which analyzed the Friday jobs data released by Labor Department’s Bureau of Labor Statistics (BLS), pegged the unemployment rate for…
AI, Global Security News
AI Trainer Mercor Offers to Pay People for Prior Work—Work Employers Might Own
AI models from the tech giants constantly need new training data. This $10 billion startup is on the hunt for fresh resources.
AI, Cybersecurity, Global Security News, Risk Management
Is AI Driving Tech Layoffs or Masking Deeper Cuts?
Oracle’s latest round of layoffs is intensifying a broader question across the tech sector: Is artificial intelligence actually replacing workers, or simply being used to justify long-anticipated cost cuts? Oracle cuts jobs as AI spending reshapes cost structure In Oracle’s case, the company has added hundreds of billions to its books through AI investments. As…
AI, Global Security News
Why OpenAI Decided to Buy TBPN, Tech’s Hottest News Show
The tech company’s surprise purchase of the web program underscores its efforts to help shape the narrative about AI.
AI, Global Security News
Meet the Startup That Used AI and OpenClaw to Automate Its Own Developers
As the OpenClaw craze takes over Silicon Valley, some startups are combining the tech with AI coding tools to fully automate developers’ jobs.
AI, Global Security News
Silicon Valley Has Stopped Talking Politics—Except for This Google Executive
AI pioneer Jeff Dean is a rare tech leader who has been publicly criticizing actions by the Trump administration.
Cybersecurity, Global Security News
How Control Over Your Tech Stack Is Becoming a Competitive Advantage
Learn how control over your tech stack is becoming a competitive advantage in this post. Most digital businesses are built on layers of tools and platforms that handle everything from hosting to customer management. In the early stages, relying on third-party providers makes sense. It speeds up setup, reduces technical overhead, and allows teams to…
AI, Cybersecurity, Exploits, Global Security News, Network Security, Politics
ODNI tackles AI, threat hunting, app cybersecurity in year-one tech review
A year-long effort to strengthen cybersecurity and modernize tech at U.S. intelligence agencies has led to policy standards for using AI to bolster cyber defenses, a shared repository of all apps that have undergone a cybersecurity review and more, the Office of the Director of National Intelligence announced Thursday. An unclassified summary of cyber and…
AI, Global Security News
Security Researchers Sound the Alarm on Vulnerabilities in AI-Generated Code
Security researchers from Georgia Tech have observed a surge in reported CVEs for which the flaw was introduced by AI-generated code
Global Security News
High-Tech Sector Overtakes Finance as Top Target for Cyber-Attacks, Mandiant Reports
High tech was the most frequently targeted industry in Mandiant investigations in 2025, overtaking financial services which led in 2023 and 2024
Global Security News
Scaling your tech team in 2026: A strategic guide to IT contract staffing
GUEST OPINION: Permanent hiring moves too slowly for today’s project-based tech demands. IT contract staffing closes that gap. For leaders evaluating the best contract staffing options for technology companies, choosing the right model makes all the difference.
Global Security News
Companies Aren’t Ripping Out Business Software for AI. Here’s What They’re Doing Instead.
Tech leaders at large corporations say that, for now, they’re vibe-coding their own small, custom apps, and putting pressure on their software vendors.
Global Security News
Suddenly Everyone in San Francisco Is a ‘Builder,’ Whatever That Means
Tweens are creating their own videogames, and people with zero tech experience are boasting about their apps and agents on LinkedIn.
AI, Global Security News
Ion Video restructures video to enable AI to supercharge its use
Melbourne tech company Ion Video says it has solved one of the biggest structural limitations of the internet: video’s incompatibility with AI.
AI, Global Security News, Venture
Your new on-demand Android memo machine
Sometimes, simple sure is tough to beat. In tech today, it’s all too easy to get lost in a sea of complexity — and to drown in desperate-seeming solutions for problems that don’t actually exist. (And that, ahem, is putting it nicely.) But perhaps not surprisingly, it’s the simple improvements to basic productivity challenges that…
AI, Global Security News
How tech leaders can master email deliverability: The essential guide to Email Warmup
GUEST OPINION: Here’s something people in the tech world can definitely relate to: Inboxes tend to overflow with pitches, updates, alerts, newsletters, partnership requests… The list goes on and on and on.
AI, Global Security News
Google Tracks Flash Floods With a New AI Tool
The new flood tracker is the latest big tech investment in artificial-intelligence weather monitoring, aimed at predicting volatile rainfall.
Global Security News
The Hottest Job in Tech Isn’t Very Glamorous
Job postings for ‘forward deployed engineers’ are surging among tech companies. But engineers aren’t exactly clamoring for the role.
Global Security News
High voltage tech: Meet AC/DC – Australia’s answer to FAANG and WITCH
Australia’s tech sector has long punched above its weight, but until now, it’s lacked a unifying shorthand. Silicon Valley has FAANG. The Indian global services giants have WITCH. Australia? Well, we’ve had vibes – but that changes today. Say hello to AC/DC, a new distinctly Australian acronym for our most influential, globally relevant tech powerhouses.…
AI, Compliance, Data Breaches, Global Security News
Storage vendor offers a real guarantee — but check out those fine-print exceptions
For as long as most junior coders have been alive, tech vendors have talked up performance guarantees even though they neglect to detail just what happens if they don’t deliver as promised. I have been begging vendors to knock off these deceptions for a long time — a very long time. Last week, I briefly…
AI, Apps, Global Security News, Network Security
The ‘Attachment Economy’ is now coming to your desk
What do tech companies have to do to get your attention? Have you heard about the Attachment Economy? It’s the next evolution of the Attention Economy. The Attention Economy concept was first articulated by economist Herbert A. Simon in 1971. He wrote that “a wealth of information creates a poverty of attention.” The idea was…
Apps, Global Security News
Calling all innovators: Applications now open for Cicada xTech23
Australia’s leading deep tech founders invited to apply for one of 23 coveted places in Australia’s biggest deep tech festival, Cicada xTech23.
AI, Global Security News
How Jack Dorsey Explained Cutting Almost Half of Block’s Staff
The tech entrepreneur said companies need flatter structures and fewer employees to thrive in the AI era.
AI, Global Security News
Sam Altman’s ‘Human Verification’ Startup Leans on Consumer Brands
Tools for Humanity aims to promote World ID beyond the tech and crypto sets via partnerships with household names.
AI, Global Security News, privacy, Risk Management
With attention shifting to AI smart glasses, VR faces another reality check
As tech vendors shift their attention to AI-enabled smart glasses, the momentum behind virtual reality (VR) headsets appears to slowing once again. It’s not the first time the technology has seen expectations outstrip real-world demand. An initial wave of interest in the early 1990s generated predictions of mainstream adoption, before fading as the decade progressed. …
AI, Global Security News
Tech Firms Aren’t Just Encouraging Their Workers to Use AI. They’re Enforcing It.
From small startups to giants including Meta and Google, tech companies are factoring AI use into performance reviews and trying to track productivity gains.
AI, Cybersecurity, Data Breaches, Exploits, Global Security News, malware, Network Security, Risk Management
Ad Tech Firm Optimizely Investigates Vishing Incident
Ad tech firm Optimizely is notifying customers after a voice phishing attack led to unauthorized access to some of its internal systems. The company says threat actors obtained limited business contact information but did not access sensitive customer data or disrupt operations. “The threat actor gained access to Optimizely’s systems through a sophisticated voice-phishing attack,…
Data Breaches, Global Security News
Ad tech firm Optimizely confirms data breach after vishing attack
New York-based ad tech company Optimizely has notified an undisclosed number of customers of a data breach after threat actors compromised some of its systems in a voice phishing attack. […]
Global Security News
Japanese chip-testing toolmaker Advantest suffers ransomware attack
Japanese tech testing company Advantest has suffered a ransomware attack, the company confirmed last Thursday, after detecting unusual activity within its IT environment on February 15, 2026. What happened? Tokyo-based Advantest is a leading manufacturer of automatic test and measurement equipment used in the design and production of semiconductors that used in computers, electronic devices…
AI, APAC, Compliance, Europe, Global Security News, Network Security, privacy
Apple’s enterprise partners evolve their channel approach
Enterprise tech markets are complex, not just because of technology but also because every business has different needs, strategies, compliance requirements, and customers. The diversity means that when it comes to tech deployment, channel resellers play an important role in tech purchasing. The role of channel resellers “We’re seeing tremendous momentum around Mac in the…
AI, Apps, Data Breaches, Global Security News, Network Security, Venture
Is AI killing technology?
We’re living through the single biggest tech disruption in history (and, if not the biggest, definitely the fastest). The AI revolution promises huge productivity gains by automating complex tasks, accelerating scientific breakthroughs in medicine, biotech, materials science, and democratizing access to expertise in critical industries like healthcare and education. People on the leading edge are…
Global Security News
What you need to know about hiring cycles – and why flexibility still wins
If you were looking for work in the IT or tech sector in December, you probably already know that it was a quiet time. The good news is that January and February are the best months for job activity, both for job seekers looking for roles and employers ready to hire.
AI, Apps, Global Security News
Caylent CEO Lori Williams on AI’s Impact on Services
As enterprises take a measured approach to AI adoption, channel partners are being pushed up the tech stack. Caylent CEO Lori Williams says that shift is redefining how services firms create long-term value. In an interview with Channel Insider, Williams outlined how Caylent is evolving its managed services and advisory offerings as AI demand matures. …
AI, Cybersecurity, Global Security News
AI Agents Are Here to Stay, Businesses Say
The AI bots are becoming widespread among large companies, even as a range of cybersecurity and tech governance issues still need to be ironed out.
AI, Global Security News, Government & Policy
As Apple’s Cook bows to Trump, Microsoft’s Nadella quietly refuses
Microsoft and Apple have for decades been seen as the Yin and Yang of the tech world, with Microsoft’s products portrayed as being for buttoned-corporate drones, while Apple’s were for the truth seekers and rebels — the people willing to stand up to those in power. Those cliches reflected the way the company’s founders and…
Global Security News
Picks and Shovels Still Rule the AI Tech Trade
Investors have punished big-spending tech giants and software companies while betting on memory chips.
Global Security News
Picks and Shovels Still Rule the AI Tech Trade
Investors have punished big-spending tech giants and software companies while betting on memory chips.
Global Security News
Meet the One Woman Anthropic Trusts to Teach AI Morals
The tech company has tasked Amanda Askell with giving its chatbot, Claude, a sense of right and wrong.
Global Security News
Meet the One Woman Anthropic Trusts to Teach AI Morals
The tech company has tasked Amanda Askell with giving its chatbot, Claude, a sense of right and wrong.
AI, Global Security News
When Your AI Hobby Becomes a Supermeme
Plus, a glassmaker becomes a tech superstar, comparing 2026 capex to the moon landing and the areas where AI is tearing through corporate America.
AI, Global Security News
When Your AI Hobby Becomes a Supermeme
Plus, a glassmaker becomes a tech superstar, comparing 2026 capex to the moon landing and the areas where AI is tearing through corporate America.
Global Security News
Big Tech’s AI Push Is Costing a Lot More Than the Moon Landing
When considered as a percentage of GDP, the projected spending of four tech giants for 2026 rivals the most momentous capital efforts in U.S. history, as shown in these charts.
AI, Compliance, Endpoint, Global Security News, Politics, Risk Management
What enterprises should really watch at HP this year
The tech world was taken aback this week by the unexpected departure of HP CEO Enrique Lores, who left the device giant to head PayPal. But, according to industry experts, the company will fare well against this kind of shakeup as long as it is able to execute on AI PCs, show definitive ROI, differentiate…
