AI Is Now More Expensive Than Hiring Human Employees — What This Means for Pakistan's Tech Future
By Sayed Abdullah | May 17, 2026
I'll be honest — when I first read the Axios report that companies are now spending more on AI compute than on employee salaries, I actually paused and re-read it. For years we've been told that AI is the great cost-cutter, the technology that would make human workers optional. But the numbers coming out of the world's biggest tech companies tell a completely different story. Nvidia's vice president of applied deep learning, Bryan Catanzaro, said it straight: his team's compute costs are now far higher than what they spend on people. And Uber's CTO? Already burned through the company's entire 2026 AI budget — not because of hiring, but because of token costs.
Think about that for a moment. The same companies that have been evangelizing AI as the cheaper, faster, smarter alternative to human labor are now quietly admitting that the technology itself has become the bigger expense. That's not a minor shift. That's a complete reversal of the narrative that has dominated tech conversations for the past several years. And for Pakistan, a country that has bet heavily on its IT freelancing workforce, this reversal is worth paying attention to.
The Bills Are Coming In
Bryan Catanzaro's comment wasn't an offhand remark. It reflects a structural reality that the tech industry is only beginning to understand: AI compute costs scale in ways that labor costs never did. Every single query sent to a model like Claude, every token consumed by Codex, every inference run on a cloud GPU — all of it carries a direct, recurring cost. And as companies integrate AI into coding, research, customer support, and daily operations, those costs can spike dramatically and unpredictably.
Amos Bar Joseph, CEO of Swan AI, recently posted about his Anthropic bill with visible frustration. His company was building an autonomous business by "scaling with intelligence instead of headcount," he said — but the bill suggested that intelligence was coming at a steep premium. Token-based pricing means the more you use AI, the more you pay. And when AI becomes embedded across an entire organization, the meter never stops running.
Gartner's latest forecast puts worldwide IT spending at $6.31 trillion in 2026 — a 13.5% jump from 2025. Data center systems spending alone is expected to grow by 55.8%, driven overwhelmingly by AI infrastructure. Software spending is rising 15.1%. These aren't marginal increases. They represent a fundamental reallocation of corporate budgets toward AI, and the bill is starting to raise uncomfortable questions in boardrooms.
The Payoff Pressure
Brad Owens, vice president of digital labor strategy at Asymbl, told Axios that the conversation is now shifting toward "the real value of a worker, whether human or digital." That's a significant change in framing. Companies are no longer adopting AI because it's new or impressive. They're asking the same question they ask about every hire: what am I actually getting for my money?
For public companies that have to answer to shareholders each quarter, this pressure is especially acute. If a company spends millions on AI tools and cannot demonstrate that those tools have improved productivity, reduced overall costs, or helped generate new revenue, the spending will be seen as waste. Some AI labs could face a genuine pushback from investors who are growing tired of paying for tokens that don't deliver proportional returns.
Axios reported that an OpenAI investor believes the shift toward cost-consciousness could actually benefit the company — if its Codex uses tokens more efficiently than competitors like Claude Code. Anthropic has already adjusted its pricing in response to higher demand. The entire industry is recalibrating, and the winners will be the platforms that deliver the most value per token, not necessarily the ones with the most advanced models.
The Unexpected Window for Pakistani Freelancers
Now let me bring this home to Pakistan, because there's an opportunity here that almost no one is talking about. Pakistan has one of the world's largest pools of freelance IT workers — developers, designers, data specialists, content creators. They earn foreign exchange by providing services at rates that are competitive by global standards. The national IT export strategy has been built on the assumption that this workforce can be integrated into global supply chains, and that AI will be a tool they use to become more productive.
But if AI itself is becoming more expensive than hiring those workers, the entire logic shifts. Why would a startup in California pay a fortune in token costs for an AI coding assistant when they could hire a skilled Pakistani developer for less? In a strange twist, the rising cost of AI could make human talent — particularly affordable, high-quality talent from countries like Pakistan — more attractive, not less.
This is the exact opposite of the narrative we've been hearing. For years, the fear was that AI would replace cheap labor. What the data now suggests is that AI is becoming so expensive that it's reminding companies of the value of actual humans. Pakistani freelancers who can deliver quality work, with human judgment and creativity, suddenly look like a very compelling value proposition compared to a never-ending token bill.
What Pakistan Should Do
The IT industry bodies and the government need to be paying attention to this global conversation. Our export strategy shouldn't just be about teaching everyone prompt engineering. It should be about positioning Pakistani talent as the cost-effective, high-value alternative to expensive AI tools. That means emphasizing the things AI still struggles with: context, creativity, adaptability, and genuine human connection.
This window won't stay open forever. AI costs will eventually come down, and the technology will keep improving. But right now, at this particular moment, the economic argument for replacing humans with machines has been turned on its head. Pakistan should seize that moment — not with fear, but with a clear-eyed strategy to market its human capital as the smarter investment.
Do you think rising AI costs could benefit Pakistani freelancers, or is this just a temporary blip before costs come down again? I'd love to hear your take in the comments.
Sayed Abdullah is the founder of Prime Pakistan. Based in Karachi, he provides honest analysis on politics, cricket, and technology for the common Pakistani. He believes in context over clickbait. Read more.
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Sources & External Links
- Axios — AI Compute Costs Surpass Employee Salaries
- Gartner — Worldwide IT Spending Forecast 2026
- TechCrunch — AI Labs Adjust Pricing as Costs Rise
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