Claude's explosive growth has hit a computing power bottleneck. The AI company quietly tightened usage limits for its Claude products this week, serving as the latest footnote to the industry-wide dilemma of large model developers facing computing constraints.
It is reported that Anthropic adjusted the usage rules for Claude Free, Pro, and Max subscribers this week. While the total weekly limit remains unchanged, users will hit usage caps faster during peak hours—specifically from 5 a.m. to 11 a.m. Pacific Time.
Anthropic insiders confirmed the change on the social platform X, acknowledging that approximately 7% of users will encounter session limits they hadn't faced before, with Pro users being particularly affected.
According to the Financial Times, Google plans to provide financing support for the Texas data center leased by Anthropic, with the deal expected to be finalized in the coming weeks. The specific support will include construction loans to the data center operator, Nexus Data Centers.
<h2>Peak Hour Throttling Affects 7% of Users</h2>
Thariq Shihipar, an Anthropic employee responsible for Claude products, posted on X this week to officially explain the background and impact of this adjustment. Shihipar wrote:
<blockquote>
&#34;We have implemented a series of efficiency optimizations to offset some of the pressure, but about 7% of users will still hit session limits they wouldn't have encountered before, particularly Pro users.&#34;
</blockquote>
He also suggested that for background tasks requiring high token consumption, users could move them to off-peak hours to maximize the efficiency of their session quotas.
Shihipar also apologized to users. &#34;I know this is frustrating,&#34; he wrote, &#34;we are continuously investing in efficient scaling and I will provide timely updates on our progress.&#34;
This adjustment does not involve the total weekly usage limit, but the speed-limiting mechanism during peak hours essentially compresses available computing power within specific time windows, impacting the daily workflows of heavy and enterprise users more directly.
<h2>The Wave of AI Agents Intensifies Computing Power Consumption</h2>
Anthropic's current computing power shortage is closely linked to the rapid popularization of AI Agent applications.
The rise of open-source AI Agent tools, represented by OpenClaw, has allowed users to leverage the full potential of large models in unprecedented ways. However, the explosive growth of Agent applications also means a significant increase in computing power consumption. Behind every automated task chain is the continuous and intensive calling of tokens from the underlying model.
Meanwhile, Anthropic's mainstream visibility has increased rapidly. Since CEO Dario Amodei publicly refused to provide the Pentagon with unrestricted access to the company's AI models, Anthropic's brand exposure has risen significantly. Amodei previously stated that enterprise-level business is the company's core strategic direction.
The rapid expansion of the user base and the relatively limited supply of computing power constitute the two ends of this current contradiction.
<h2>Industry-Wide Challenge: Computing Power Expansion Struggles to Keep Pace with Demand</h2>
Computing power strain is not a challenge unique to Anthropic but is a common issue for the entire frontier AI industry.
OpenAI announced this week that it would take its once-popular AI video generation application Sora offline to refocus limited computing resources on its core services. This decision, along with Anthropic's peak-hour throttling, reveals an aspect of the current AI arms race that is rarely addressed: demand growth has far outpaced the expansion of infrastructure.
Notably, Dario Amodei expressed reservations at the New York Times DealBook Summit last December regarding competitors' strategy of heavily betting on massive data centers. &#34;I think there's a degree of unremovable risk,&#34; he said. &#34;I think some of the players are not managing that risk properly.&#34;
However, the reality of insufficient computing power is putting pressure on Anthropic itself. Tech giants like Microsoft and Google have invested heavily in AI computing infrastructure. Finding a balance between cautious expansion and meeting demand will be a central question Anthropic must answer next.
<h2>Google Plans to Provide Financing Support for the Texas Data Center Leased by Anthropic</h2>
Google plans to provide construction loan support for a data center project valued at over $5 billion, further deepening its strategic partnership with AI startup Anthropic.
According to the Financial Times, citing people familiar with the matter, Google's financial support for the project is expected to be finalized in the coming weeks, in the form of construction loans to the data center operator, Nexus Data Centers.
Meanwhile, multiple banks are competing to provide financing for the first phase of the project's construction before mid-year, which could exceed $5 billion. Sources said that parent company Alphabet, with its strong credit rating, is expected to help the project secure financing at a lower cost.
The project, located in Texas and covering 2,800 acres, is a vital part of the collaboration framework between Google and Anthropic. Anthropic signed a lease with Nexus earlier this month.

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Claude's explosive popularity hits a computing bottleneck! AI Agents are intensifying consumption, leading Anthropic to tighten peak usage limits, which will cause about 7% of users to hit session caps, with Pro users bearing the brunt. This reflects the industry pain point where AI demand far outstrips infrastructure capacity. Meanwhile, Google plans to provide financing support for a Texas data center leased by Anthropic

- Anthropic has implemented usage restrictions for its Claude products due to a computational power bottleneck, affecting approximately 7% of users during peak hours.  
- Google plans to finance Anthropic's Texas data center project, which exceeds $5 billion, as part of an ongoing strategic collaboration.  
- This issue reflects a broader challenge in the AI industry where demand for computational resources is outpacing supply, leading to increased pressure on companies like Anthropic.

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Too Popular! Anthropic Faces Computing Strain, Restricting Claude Usage During Peak Hours This Week