Subcategory of Artificial Intelligence & Future of Work
Career & AI Resilience
Assess how automation impacts your specific skill set, when to pivot, and how to future-proof your long-term earning potential.
Your 3-Year Rung Costs 15.9%
The fast rung of the new federal exclusion costs 15.9 percent of the gain, because the taxed half is charged at a higher rate than an ordinary long-term gain.
Why One Share Outvotes 5,300 Staff
Anthropic filed papers on 26 October for its initial public offering (IPO). Those papers build a separate share class for its 5,300 staff that holds no claim…
Your $125 Exam Costs 122 Hours
The $125 exam fee is the smallest cost on the bill, because the real price of a new skill is your time. Six courses in Google's Information Technology (IT)…
Your 26-Week Cliff Kills 4 Years
Oracle added $700 million to a layoff plan on 11 September 2026, and 19 days later ElevenLabs closed a $300 million employee tender that let staff sell…
Your Raise Dies at 51.5 Hours
Your raise dies at about 51.5 hours a week. That is when the median computer and information systems manager, at $175,140 a year, drops back to the $65.38…
Your IPO Payday: A 47.7% Tax Bill
Your equity payday at an initial public offering (IPO) is mostly a tax bill. One filing this month put a 47.7% number on it.
SpaceX's Staggered Lockup: Six Windows, Not One
SpaceX workers get their next chance to sell today as 328.4 million shares — about 7% of the locked stock — open for trading.
Options Trap: Your 26% AMT Bill
Three months after a job ends, an incentive stock option loses its tax status — the alternative minimum tax on the exercise spread can outweigh the strike.
Why 70% of Startup Options Go Unexercised
More than 70% of vested startup stock options are never exercised, according to new data from Carta published Sept. 10.