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The era of tokenmaxxing is over. After the AI industry encouraged companies to max out their AI budgets earlier this year, and some companies even built employee leaderboards to encourage internal AI usage — they are now realizing just how easy it is to spend huge sums of money on AI and get little in…
Across the industry, companies are starting to balk at the price of AI. Uber blew through its entire 2026 AI coding budget by April. Microsoft revoked its developers’ Claude Code licenses months after enabling them. A Priceline employee told TechCrunch that a routine Cursor contract renewal came back 4-5x more expensive. Even though per-token prices…
In 2026, you cannot pry AI coding tools out of developers’ vise grip, researchers have discovered. But while AI is undoubtedly helping coders produce code faster, it may not be producing better code, other researchers warn. And that could cause problems down the road for them. Specifically, in February 2026, respected AI research lab METR…
There’s an old saw in management: What you measure matters. And, typically, you get more of whatever you’re measuring. Software engineers have debated productivity metrics for decades, starting with lines of code. But as the new generation of AI coding agents delivers more code than ever, what their managers ought to be measuring is less…
Days after Meta shut down its internal “tokenmaxxing” dashboard following news of the AI leaderboard leaking to the press, LinkedIn co-founder and venture capitalist Reid Hoffman came out in support of the concept that’s recently taken Silicon Valley by storm. An AI token is a small chunk of data that an AI model processes when…