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Times Catalog > Blog > Tech > AI > OpenAI says ‘our GPUs are melting’ as it limits ChatGPT image generation requests
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OpenAI says ‘our GPUs are melting’ as it limits ChatGPT image generation requests

Debra Massey
Last updated: March 28, 2025 6:00 pm
Debra Massey
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4 Min Read
OpenAI says ‘our GPUs are melting’ as it limits ChatGPT image generation requests
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The company is trying to make image generation more efficient, according to CEO Sam Altman.

The soaring demand for ChatGPT’s powerful and accessible image generation capabilities has led OpenAI to impose temporary rate limits on image requests. OpenAI CEO Sam Altman took to X (formerly Twitter) to announce the move, citing an overwhelming strain on the company’s GPU resources.

Contents
Why the Sudden Limits?What Are the New Rate Limits?The Bigger Picture: AI’s Growing Compute DemandsWhat’s Next?

“It’s super fun seeing people love images in ChatGPT,” Altman posted on March 27, 2025. “But our GPUs are melting. We are going to temporarily introduce some rate limits while we work on making it more efficient. Hopefully, it won’t be long!”

Why the Sudden Limits?

OpenAI recently enhanced ChatGPT’s image generation abilities by integrating its advanced GPT-4o model, resulting in more realistic, detailed, and versatile image outputs. The new system has also made significant progress in handling previously difficult tasks, such as rendering text within images. This “step change” in AI-powered creativity has driven a massive influx of user requests, putting unprecedented stress on OpenAI’s infrastructure.

Despite previous measures to manage demand—including delaying the rollout of image generation for free-tier users—OpenAI’s servers have struggled to keep up. The sheer volume of requests has created an operational bottleneck, forcing the company to implement further restrictions to ensure service stability.

What Are the New Rate Limits?

While Altman did not specify the exact limitations, he confirmed that free-tier users will soon be capped at three image generations per day. This change is expected to roll out in the coming days, aiming to balance user access with OpenAI’s processing capacity.

For paying subscribers, the rate limits are still unclear, but it’s likely that Pro and Enterprise users will retain higher-generation allowances. OpenAI has yet to confirm if or when these restrictions will be lifted, but the company is actively working on optimizing its infrastructure to restore full capacity as soon as possible.

The Bigger Picture: AI’s Growing Compute Demands

This latest development underscores the immense computational power required to fuel generative AI technologies. Unlike text-based AI responses, which are relatively lightweight, image generation is significantly more demanding. Each request requires complex processing on high-performance GPUs, which consume substantial energy and resources.

As AI adoption continues to grow, so do the challenges associated with scaling infrastructure to meet demand. OpenAI is not alone in this struggle—other AI firms have faced similar issues, highlighting the ongoing need for more efficient AI models and sustainable computing solutions.

What’s Next?

While OpenAI works to enhance efficiency and scale up resources, users can expect temporary limitations to remain in place. However, given the company’s track record of rapid innovation, improvements may arrive sooner rather than later.

For now, if you’re a ChatGPT user who enjoys creating AI-generated images, be mindful of these new constraints. Whether you’re a casual user or a content creator relying on AI-powered visuals, strategic use of your daily image requests will be key until OpenAI resolves the GPU strain.

Stay tuned for further updates as OpenAI navigates this high-demand phase, ensuring that cutting-edge AI tools remain accessible without overloading the technology powering them.

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