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It wasn’t that long ago that ClickFix attacks were exotic. Now the technique has become mainstream as attackers reap its simplicity and effectiveness in infecting users of PCs and Macs alike. All that’s required is a compromised website—a painless enough task—a fake CAPTCHA overlay, and the inclusion of a single terminal command. So many visitors get suckered into pasting and running the command that just about every malware pusher has adopted the technique. Even Kremlin-backed hacking groups are joining in.
“Reddit is becoming post after post after post of people getting their computer infected via ClickFix,” independent researcher Kevin Beaumont observed Thursday. “Legit websites everywhere [are] getting hacked to serve the fake captcha prompts.”
How many of us make things worseMore seasoned Internet users—a fair number who read this site—are quick to dismiss the attack. They typically blame the people who fall for the scams and marvel at their gullibility and lack of attention. The reality is that for more casual users, using computers and the Internet has become so difficult—think impossible-to-close interstitials, CAPTCHAs with an endless series of pictures to analyze, and constantly changing interfaces that bury the features they’re looking for—that they have grown desensitized to instructions that seem ridiculous and burdensome.
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OpenAI pauses $200 Pro tier as Astra demand strains capacity
OpenAI has paused new sign-ups and upgrades to its $200 ChatGPT Pro tier, citing a surge in demand for its Astra capability that is placing pressure on system capacity, according to company statements and an executive post on X.
“To make sure our current users have an incredible experience and continued access to Astra, we are going to pause subscriptions to our $200 Pro plan,” OpenAI member of technical staff Thibault Sottiaux wrote in a post on X. “These put the most strain on our systems and we wanted to take the smallest step that allows us to continue giving the broadest access possible.”
The company separately confirmed the move in its help documentation, stating that “as of September 10, 2026, we’re temporarily pausing new sign-ups and upgrades to the ChatGPT Pro $200 plan (Pro 20X).” The pause applies to users across Free, Go, Plus, and Pro $100 tiers seeking to upgrade, while “existing ChatGPT Pro $200 subscriptions … are not affected by this pause,” it said.
Sottiaux added that “there is no impact to existing accounts and we are working on adding more capacity as fast as we can,” pointing to ongoing efforts to scale infrastructure in response to demand.
Users who cancel or downgrade during the pause will not be able to re-subscribe to the $200 tier until the restriction is lifted, according to the company’s help page. The $100 Pro tier remains available, with lower usage limits. Promotions tied to the $200 tier are also paused, the page read.
Astra demand drives capacity decisionsThe decision is directly tied to the uptake of Astra, which OpenAI has positioned as a more advanced capability within its platform. The scale of that demand, according to Sottiaux, has been atypical.
“Demand for Astra is really unprecedented,” he wrote in the post. “We’re pulling all the levers possible to sustain the demand, but I’ve not seen anything like it until now and we went through very steep growth before.”
He added that “priority will always be to keep excellent service for existing users,” noting that the company “might have to pause new Pro subscriptions for a bit if this continues.”
The pause comes amid broader rollout challenges tied to Astra. OpenAI Chief Executive Sam Altman recently described the launch as “messy” after some paying users were unable to access the model immediately, reflecting the operational complexity of deploying high-demand AI systems at scale.
Capacity constraints surface for enterprise workloadsThe pause, analysts said, reflects how demand for high-intensity AI workloads is intersecting with infrastructure limits, particularly at the highest usage tiers.
“It signals that frontier capacity is still rationed,” said Bhupendra Chopra, chief revenue officer at Kanerika. “One week after launching Astra, OpenAI paused new sign-ups and upgrades to the $200 Pro tier, the plan with the heaviest Astra usage limits, while the $100 Pro tier, the API, Business and Enterprise all stayed open. That tells you the priority order.”
“Consumer power users are the release valve. Enterprise contracts are what the vendor protects,” Chopra said. “For CIOs the lesson is that a model being announced and a model being available to your workloads at the volume you need are two different events.”
Chopra said the move reflects how access to advanced AI capabilities is being managed.
“We are already there,” he said. “Rate limits, usage caps, queueing and now sign-up pauses are all forms of capacity gating, and every frontier vendor uses some of them.”
“A subscription buys you a place in the line. A fixed slice of compute comes only from a contract that says so,” he added.
Planning for constrained supplyFor enterprise IT leaders, Chopra said model capacity should be treated as a dependency.
“Treat model capacity like any other supply chain dependency,” he said. “Ask the vendor three questions before you sign. What throughput is contractually committed, what happens to my workloads when demand spikes, and how quickly can I fail over to another model.”
“If a workload is production-critical, it should run on an enterprise agreement with committed capacity… and it should have a second model tested and ready,” he said.
A recurring patternChopra said the pause reflects a broader pattern seen in recent launches.
“This is at least the third time in two years OpenAI has throttled or paused access at launch,” he said. “Each launch outruns capacity, capacity catches up, and the next model outruns it again.”
“OpenAI calls this pause temporary, and it will lift once capacity catches up,” he added. “The structural condition… will persist as long as model capability keeps outpacing data center buildout.” OpenAI has not provided a timeline for when new sign-ups to the $200 Pro tier will resume, stating only that the restriction is temporary.
The article originally appeared on CIO.com.
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