Writer's AI harness cuts token spend nearly 40% — without sacrificing accuracy

Enterprise AI is facing an ROI paradox. While throwing more compute at the strongest foundation model works well in product experiments, the costs become unbearable when the product is deployed in pro [...]

Microsoft tells employees to stop tokenmaxxing, sets division-level AI budgets

Microsoft executive vice president Jay Parikh has told employees in an internal email that the company needs to rein in its AI token consumption, writing that “tokenmaxxing is not what we are optimi [...]

Uber’s tech chief says the AI ‘tokenmaxxing’ era is ending

The mood around corporate AI spending is turning, and Uber is saying so out loud. The company’s chief technology officer, Praveen Neppalli Naga, says the era of tokenmaxxing is coming to an end. The [...]

"Tokenmaxxing" spreads at Amazon as employees game internal AI leaderboards

Amazon employees are automating unnecessary tasks just to climb internal AI leaderboards.<br /> The article "Tokenmaxxing" spreads at Amazon as employees game internal AI leaderboards [...]

Meta shifts from "tokenmaxxing" to token managing as internal AI costs reportedly hit billions

An internal memo to 6,000 employees reveals Meta is heading toward billions in AI costs from internal use alone. Starting in 2027, budgets, allocations, and a central dashboard called "AI Gateway [...]

Palantir’s ‘AI sovereignty’ manifesto is a war on how AI makes money

Palantir has a new enemy, and it is the way most of the AI industry makes money. Its nine-point manifesto tells institutions to hoard their data, own their model weights, and stop “tokenmaxxing.” [...]

Atlassian puts its engineers on an AI budget as the cost of ‘tokenmaxxing’ bites

The software maker cut thousands of jobs in the name of AI. Now it is handing the engineers who remain capped ‘AI wallets,’ a sign the industry’s token spending has become a line item to manage. [...]

The vibe coding hangover is upon us

AI coding assistants Claude Code, Cursor, and Lovable have been riding high, but ‘development hell,’ ‘toxic waste,’ and ‘evil genies’ are killing their buzz. [...]

AI hype and the quality hangover

As AI accelerates software development, quality assurance must evolve to prevent instability and costly outages. [...]