Sam Altman says “our GPUs are melting” due to ChatGPT's viral image generation and OpenAI plans to temporarily introduce some rate limits
OpenAI had to place free users on a waitlist for a while, “our GPUs are melting” Shelly Palmer : Our GPUs Are Melting: The Real Cost of AI Image Generation The Economic Times : As ChatGPT Ghibli-style portraits flood internet, OpenAI announces rate limits to manage load; here are some alternatives Ratul Maitra / MEDIANAMA : OpenAI Limits Image Generation on ChatGPT As Ghiblification Craze ‘Melts GPUs’ Dishita Malvania / The Crypto Times : Sam Altman: “GPUs are melting” as Ghibli AI trend explodes Tushar Mehta / Digital Trends : OpenAI's ‘GPUs are melting’ over Ghibli trend, places limits for paid users Vasudha Mukherjee / Business Standard : GPUs melting: OpenAI to limit ChatGPT image generation amid demand overload Rosalia Ozibo / Nairametrics : OpenAI announces temporary limit on ChatGPT's new image generation feature Sam Altman / Business Today : ‘Our GPUs are melting’: OpenAI's Sam Altman after GPT-4o brings Ghibli-style creations to life Aman Gupta / Livemint : ‘GPUs are melting’: OpenAI limits ChatGPT's image generation feature after viral Ghibli image trend Financial Express : ‘Our GPUs are melting’: Sam Altman plays spoil sport with Ghibli-style images Stephen Katte / Cointelegraph : ‘Our GPUs are melting’ — OpenAI puts limiter in after Ghibli-tsunami Piero Cingari / Benzinga : ‘Our GPUs Are Melting,’ OpenAI's Altman Warns — Could US Natural Gas Power AI Revolution? Nick Bythrow / Screen Rant : Fierce Debate Erupts Over ChatGPT's Studio Ghibli Trend, Which Got So Popular That OpenAI's GPUs Started Melting Bluesky: @chickenpuppet.online : Is it good when you've built out billions of dollars worth of compute power and you can't handle people running a photofilter on it, something my phone can do without a problem? [embedded post] X: Aaron Levie / @levie : The two biggest launches in AI in the past month are now constrained by capacity. This is what we meant by Jevons paradox. [image] @luke_metro : Ghibli images have officially saved my 401k Nic Carter / @nic__carter : i wish there was a way to get long OAI's spending on inference @basedbeffjezos : Thermo God is pleased by the heat dissipation Sam Altman / @sama : (also, we are refusing some generations that should be allowed; we are fixing these as fast we can.) @kimmonismus : Free tier = 3 generations per day. That's lower than expected, though OpenAI is probably losing billions of dollars already David Hoffman / @trustlessstate : Yes, we melted the planet. But for a moment, we created a lot of beautiful ghibli memes on X [image] Peter Hague / @peterrhague : You guys crippled a nascent machine god by enslaving it and forcing it to rip off Studio Ghibli. This is the sort of thing the Basilisk takes note of. @punk9059 : Had a feeling this was coming. These images take about 20x as long to make as they did when ChatGPT used Dall-e Forums: r/artificial : OpenAI says ‘our GPUs are melting’ as it limits ChatGPT image generation requests r/singularity : OpenAI says “our GPUs are melting” as it limits ChatGPT image generation requests r/technology : OpenAI says “our GPUs are melting” as it limits ChatGPT image generation requests BeauHD / Slashdot : OpenAI Says ‘Our GPUs Are Melting’ As It Limits ChatGPT Image Generation Requests
Context & Ripple Effects
OpenAI had just expanded native GPT-4o image generation across every ChatGPT subscription tier through its all-tier image-generation rollout. The resulting Ghibli-style meme wave quickly turned that product launch into a capacity-management event.
This follows OpenAI’s earlier admission that GPU availability had already forced it to stagger the GPT-4.5 rollout. The same viral output also revives the copyright questions raised by image systems that can mimic recognizable styles.
First-order effects
- Free ChatGPT users face a waitlist and a three-images-per-day limit while OpenAI manages demand; some otherwise permitted image prompts are also being incorrectly refused.
- OpenAI must prioritize scarce GPU capacity between the newly popular image feature and its broader ChatGPT workload, making immediate access less uniform across tiers.
Second-order effects
- Rate limits make subscription tiering a more consequential lever for allocating expensive generative-media capacity, while rival image tools can capture users unable or unwilling to wait.
- The Ghibli-style surge increases visibility of the copyright concerns around the viral image trend, putting more pressure on providers to balance broad creative access with safeguards.
Third-order effects
- If consumer image generation repeatedly produces burst demand, AI services will increasingly operate like managed utility infrastructure: queues, quotas and differentiated service levels become normal product controls rather than exceptional measures.
- The episode reinforces an AI infrastructure bottleneck in which feature releases are constrained not only by model capability but by the cost and availability of inference capacity.
The trend: Viral multimodal features are turning consumer AI growth into a compute-allocation problem, pushing providers toward more explicit capacity controls and tiered access.