OpenAI issues ‘code red’ as Google’s Gemini AI gains ground
CALIFORNIA, UNITED STATES — A company-wide “code red,” declared by OpenAI Chief Executive Officer (CEO) Sam Altman, is now redirecting all available resources toward an urgent overhaul of the flagship ChatGPT product, according to internal memos.
The emergency mobilization is a direct response to intensifying competitive pressure, particularly from Google‘s recently launched Gemini 3 AI model, which has outperformed rivals on key benchmarks and won over high-profile users.
“We are at a critical time for ChatGPT,” Altman told the employees.
Google’s Gemini 3 puts pressure on ChatGPT
The primary driver for OpenAI’s emergency mobilization is the significant advancement and market reception of competing AI models, most notably Google’s Gemini 3.
According to a report from Fortune, this latest model from the search giant is considered to have leapfrogged OpenAI’s offerings on industry benchmark tests, prompting Altman to warn employees of “temporary economic headwinds” and a period of “rough vibes.”
The competitive threat is substantiated by the defection of influential figures like Salesforce CEO Marc Benioff, who publicly switched allegiance to Gemini 3, noting, “Just spent 2 hours on Gemini 3. I’m not going back. The leap is insane — reasoning, speed, images, video… Everything is sharper and faster. It feels like the world just changed, again.”
This competitive encroachment is not limited to Google. Anthropic’s Opus 4.5 model has also outperformed OpenAI’s GPT-5 on key benchmarks.
While ChatGPT maintains a dominant market share with over 800 million weekly users, data indicate people are spending more time engaging with Gemini.
However, in another report by The Associated Press, despite reaching these numbers and a staggering $500 billion valuation, OpenAI’s lack of profitability and financial commitments to infrastructure providers reveal a looming disconnect between its massive scale and its long-term economic sustainability.
Meanwhile, The Wall Street Journal, Google has capitalized on its integrated platform, immediately embedding its latest AI models into products, and has reported rapid user growth for Gemini, which reached 650 million monthly active users in October, up from 450 million in July.
OpenAI’s AI costs soar as Google profits from ads
The “code red” alert underscores the profound resource asymmetry between the well-funded tech giants and the still-loss-making OpenAI.
Google has a chance to support its AI projects through its search ad business, which continues to generate huge profits, up to $74.18 billion in ad revenue in a quarter.
By comparison, the non-profit OpenAI is projected to earn more than $ 20 billion this year and has pledged $1.4 trillion in data center expenses over the next eight years to educate and operate its systems, according to a separate Business Insider report.
Amid silence regarding Altman’s internal memo, OpenAI’s Nick Turley publicly and unmistakably doubled down on the company’s core product, stating its focus is now “to keep making ChatGPT more capable, continue growing, and expand access around the world — while making it feel even more intuitive and personal.”
It is a financial constraint that creates painful trade-offs, requiring OpenAI to push aside revenue-generating projects, such as adding advertising to ChatGPT and developing shopping and health AI agents.
In the meantime, competitors such as Google have the advantage of a full-stack, enabling them to develop custom chip designs for cloud infrastructure and a cohesive resource base that a startup cannot match.
This intense, resource-constrained arms race for AI dominance, exemplified by OpenAI’s defensive “code red,” signals a near-term future of work in which rapid, capital-intensive iterations on foundational models will accelerate both AI capabilities and the commoditization of the tools reshaping global productivity.
