There's a report going around this week saying AI is secretly costing your team about six hours of work a week.
But here's the problem. The data in the report is from December. That's two model releases ago.
By the time a workplace AI study gets published, it's already describing a world that's gone.
That's story one. Allow me to explain.
I'm Alexey, I co-run a people ops firm called Polar Bear, and this is People Ops News — the weekly rundown on what's really happening in the world of people and work.
Five stories today. Let's go!
Story One — The AI Time Tax, and Why It's Already Old News
So this week a company called Glean put out a big report. They surveyed six thousand knowledge workers across the US, UK, and Australia.
And the finding is a good one. People say AI saves them about eleven hours of work a week. More than a quarter of the workweek.
But here's the catch. They're also spending around six and a half hours on what the report calls "botsitting." Giving the AI context, checking its work, fixing its mistakes, cleaning up after it.
Additionally, three out of four workers say AI makes them more productive — but only thirteen percent say it's actually improved their company's performance. Interesting.
Now — here's my take: The survey data was collected in December 2025 and January 2026. And in the world of AI, that's ancient history.
In February, Opus 4.6 came out, and it genuinely reset what these tools can do. Then just this week, Anthropic released Fable 5, the most powerful model they'd ever put out, and the US government had it pulled from public access within days.
That's the pace we're at now. Do take notice.
Quick one before story two. If this is making you wonder where your own organization actually stands when it comes to people operations, Polar Bear built a free tool — the People Ops Index. You can find the link in the comments. And please follow me so People Ops News shows up every week.
Okay. Story two.
Story Two — What People Want vs. What They Get
McKinsey just dropped their HR Monitor for 2026. They surveyed around fifty-five hundred employees and thirteen hundred HR people across the US, Europe, and China.
And for the first time, pay just overtook job security as the number one reason people stay in a job.
Then, in the very same survey — fifty-seven percent of workers said they hadn't had a raise in the past year.
But that's not all. One in five employees said they'd had no career or feedback conversation at all in the last year. (dramatic pause)
Now, you might not control the comp budget. Fine. But a real career conversation or a feedback session only costs you time — and they're some of the most under-used retention tools there are. Help your people grow and develop, and they'll stay.
Story Three — New York Goes After "Ghost Jobs"
Story three. Ever applied to a job that was never actually being filled? I have.
New York just passed a bill to make that illegal.
It cleared both chambers of the legislature this month, and it's sitting on the governor's desk right now.
Here's how it works. Employers with a hundred or more people — and the job boards themselves — would have to say whether and when they actually intend to fill a posting. And the penalty: twenty-five hundred dollars per fake listing, doubling every thirty days it stays up.
Now, this is New York. But the direction is everywhere. Here in Canada, Ontario's "Working for Workers" rules already push employers to say whether a posting is for a real job.
And honestly, ghost jobs are a trust bomb. Candidates already suspect the whole market is rigged against them. A fake posting confirms it, and it's not good for your employer brand.
You don't need a law to fix this one. Post real roles. Kill the stale ones. Be honest about timing.
Story Four — The Quiet Split in the Manager Layer
Story four! And it's a gloomy one.
In a 2026 survey of three thousand American managers by Beautiful.ai, the share who said replacing their own employees with AI would be a good thing — and that they hope it happens more — jumped from twenty-three percent to thirty-five percent in a single year.
And in a separate study, this one from a background-check company called Checkr, managers and employees are basically seeing two different workplaces. Most managers now feel AI use has become an unspoken performance requirement. Most employees don't feel that at all.
But there is a flip side. Gallup found employees are far more likely to see AI as a good thing when their own manager actively supports them through it. The manager is the whole difference.
So if you leave your managers to quietly form their own private theory of AI, some of them are going to land on "my team is replaceable." And that affects who they coach, who they invest in, and maybe even whether people feel safe.
You need to give managers an explicit line: AI is here to back your team up, here's what it's for, and here's what we still need — and prefer — humans for.
Story Five — What Actually Works
The cheapest retention tool in 2026 isn't a raise, and it isn't a perk. It's a career path.
The data on internal mobility is hard to argue with. People at companies with strong internal movement stay nearly twice as long, and they're about three times more likely to be engaged.
And recognition backs it up. One big study found that whether someone got recognized predicted if they'd stay or leave ninety-one percent of the time — more accurately than their salary did.
So put that next to story two. People want pay, and they're starved of growth and feedback.
Internal moves. Real career conversations. Recognition that actually means something. Regular feedback. All of that is within our control — and it hits the exact levers people said matter.
So here's the thread running through all of it this week. It's the gap between what's promised and what's real.
AI was supposed to hand your company hours back — but the payoff gets eaten before it ever reaches the org. People are told they matter — but pay stays frozen and the feedback never comes. Job posts promise roles that were never going to be filled. And some managers say "we're investing in you" while quietly eyeing the exits for their own teams.
Every one of those is the same thing: a gap between the story and the lived experience. And that gap is what quietly drains a team.
The fix hasn't changed: close the gap. Give people a real career path, regular feedback, and meaningful recognition — and make sure what you say matches what they actually get.
And if today made you wonder where your own team stands, that's exactly what the People Ops Index is for. Seven minutes, an honest read on where your people function is strong and where it needs some TLC. Link is in the comments.
That's People Ops News for this week. I'm Alexey. Follow me so you catch the next one. See you next week.