A viral debate broke out this week after a Miami-based TikTok recruiter posted that candidates shouldn't bring an iced latte to a job interview, splitting opinion mostly along generational lines. Pete and Peter land firmly on the side of leaving the drink at home. It might not affect your qualifications, but if even a portion of interviewers see it as unprofessional, it's a risk with no upside.

They also dig into the growing problem of fake recruiter profiles on LinkedIn, timed perfectly with a real example: a candidate emailed 4 Corner Resources this week asking to verify a "recruiter" who turned out to be a fake profile with no connection to the company, one of dozens 4CR has found impersonating it over the years. One fake profile claims to have worked at 4CR since November 2016. A researcher named Jay Jones has tracked more than 60,000 fake job postings and flagged about 7,000 scam recruiter profiles on his own. Pete and Peter argue LinkedIn could shut this down easily (it used to be simple to delete fake accounts) but has little incentive to, since fake profiles inflate its own user numbers. They also connect it to a tougher stat: long-term unemployment continues to climb, and only about one in seven people out of work for 27 weeks or longer land a job in a given month, making job seekers even more vulnerable to scams promising an easy way back in.

On a lighter note, a Wall Street Journal story on companies using AI to help set employee raises got an ominous headline, but Pete and Peter say the practice isn't new. Companies have used market pay data for years (career sites like CareerBuilder built entire products around it), and AI is simply a faster way to gather the same information.

A new Owl Labs survey on hybrid work turned up a surprising number: 47% of workers say they'd take a pay cut of 10% or more in exchange for flexible hours, and 39% would turn down a job outright if it required full-time office work. Pete and Peter debate whether that's a reasonable stance for office workers to take, especially with a fresh report showing AI is hitting recent college grads hardest: employment for 20-to-25-year-olds in highly AI-exposed fields fell 4.4% over the past year, the 35th straight month of decline.

They close with a preview of next week's data-heavy schedule: the JOLTS report on Tuesday, ADP's private payroll report, and the big monthly jobs report at week's end, along with their predictions for what the numbers will show.

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