The cliff beckons ...

A cartoon depicting lemmings jumping off a cliff en masse (The German text translates to
"Turn back!? Now that we've come this far!?!")[12]

I don't speak German but the gist of this cartoon hits home regarding AI as literally trillions are being spent on tech we will never fully understand. What's worse, as stated before in BRT, so many companies ignore the wisdom of Fred Brooks and his wonderful The Mythical Man Month in doing the due diligence necessary to properly incorporate this tech into complex business operations. This is why the text below describes chaos corporate style regarding AI and how not to best use it.

Adding more people to a late project makes it later.

Recent tech layoffs would initially appear to indicate the great labor shift
from human workers to AI may already be happening.

Meta announced last week in a memo that it plans to lay off 10% of its workforce, about 8,000 employees, as well as scrap plans to hire for 6,000 open positions. It’s part of an effort to “run the company more efficiently and to allow us to offset the other investments we’re making,” according to the memo. Microsoft has offered thousands of its own employees a voluntary buyout, the largest the company has ever offered.

“For my team, the cost of compute is far beyond the costs of the employees,” Bryan Catanzaro, vice president of applied deep learning at Nvidia, recently told Axios.

An MIT study from 2024 backs up Catanzaro’s experience. Analyzing the technical requirements of AI models needed to perform jobs at a human level, researchers found that AI automation would be economically viable in only 23% of roles where vision is a primary part of the work. In the remaining 77% of the time, it was cheaper for humans to continue their work.

In other instances, AI has proved to be fallible, with one engineer saying an AI agent destroyed his database and network as a result of what he called “overuse.”

Despite no clear evidence of AI improving productivity and, according to the Yale Budget Lab, no widespread data to support the idea of AI displacing jobs, Big Tech firms have continued to pour money into AI, announcing $740 billion in capital expenditures this year so far, according to Morgan Stanley, a 69% increase from 2025. The magnitude of spending has caused some companies to rethink their budget altogether.

This increase in spending has coincided with more layoffs in the tech sector. According to data from Layoffs.fyi, there have been more than 92,000 layoffs in tech in 2026 so far across nearly 100 companies.
The rate of these workforce reductions is already far outpacing that of last year, which saw about 120,000 layoffs in total.

The continued AI spending and layoffs, even as human labor remains cheaper, expose a meaningful discrepancy in the economics of AI, said Keith Lee, an AI and finance professor at the Swiss Institute of Artificial Intelligence’s Gordon School of Business.

“What we’re seeing is a short-term mismatch,” Lee told Fortune.

The siren call also applies. 

Funerary statue of a siren in Pentelic marble, found in the Necropolis of Ceramics at Athens. The siren laments the dead, wings folded, playing on a tortoiseshell lyre. The right hand, which would have held the plectrum, is missing. The strings, probably made of bronze, would have been attached to the holes which can be seen in the body of the instrument. The plumage and other parts would have been picked out in colour. The statue flanked the stele of the Athenian warrior Dexileo who fell in combat in 394/393 BC (Work of 370BC, National Archeological Museum, Athens).