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Good morning. Andrew here. If you are looking for a job — or you know someone who is — it is about to get a lot harder to make an application stand out. That’s because ChatGPT has ushered in a crushing wave of applications created with the ease of a couple of keystrokes. My colleague Sarah Kessler takes a look at this phenomenon and what it means for both prospective employees and employers. We also have a conversation with
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Bill Anderson, the C.E.O. of Bayer, who has a provocative management philosophy: Fire the bosses! And make sure to take our quiz. (I have to admit I didn’t choose the right answer.)
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Recruiters say they are seeing a surge of résumés that they suspect have been generated using ChatGPT.
</span>
<span style="margin:0;font:11px/11px georgia,serif;color:#888;letter-spacing:.01em">
Al Drago for The New York Times
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A.I. sludge has entered the job search
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By
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Sarah Kessler
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I’ve been writing about work for more than a decade.
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<span>
Katie Tanner, a human resource consultant in Utah, knew the job would be popular: It was fully remote, was at a tech company and required only three years of experience.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
But she was still shocked by the response on LinkedIn. After 12 hours, 400 applications had been submitted. By 24, there were 600. A few days later, there were more than 1,200, at which point she removed the post. Three months later, she’s still whittling down candidates.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
“It’s crazy,” she said. “You just get inundated.”
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
The number of applications submitted on LinkedIn has surged more than 45 percent in the past year. The platform is clocking an average of 11,000 applications per minute, and generative artificial intelligence tools are contributing to the deluge.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
With a simple prompt, ChatGPT, the chatbot developed by OpenAI, will insert every keyword from a job description into a résumé. Some candidates are going a step further, paying for A.I. agents that can autonomously find jobs and apply on their behalf. Recruiters say it’s getting harder to tell who is genuinely qualified or interested, and many of the résumés look suspiciously similar.
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<span>
“It’s an ‘applicant tsunami’ that’s just going to get bigger,” said Hung Lee, a former recruiter who writes
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
a widely read newsletter about the industry
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.
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<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
Enter the A.I. arms race.
</span>
<span>
One popular method for navigating the surge? Automatic chat or video interviews, sometimes conducted by A.I. Chipotle’s chief executive, Scott Boatwright, said
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
at a conference this month
</a>
<span>
that its A.I. chatbot screening and scheduling tool (named Ava Cado) had reduced hiring time by 75 percent.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
HireVue, a popular A.I. video interview platform, offers recruiters an option to have A.I. assess responses and rank candidates.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
But candidates can also use A.I. to
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
cheat
</a>
<span>
in these interviews, and some companies have added more automated skill assessments early in the hiring process. For example, HireVue offers A.I.-powered games to gauge abilities like pattern recognition and working memory, and a virtual “tryout” that tests emotional intelligence or skills like counting change. Sometimes, Lee said, “we end up with an A.I. versus A.I. type of situation.”
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Applicants using fake identities pose another problem.
</span>
<span>
In January, the Justice Department
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
announced indictments
</a>
<span>
in a scheme to place North Korean nationals in IT roles working remotely at U.S. companies. Emi Chiba, a human resource technology analyst at Gartner, told DealBook that reports of candidates who used fake identities had been “growing and growing and growing.”
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
A report that Ms. Chiba published with other Gartner analysts in April ballparked that by 2028, about one in four job applicants could be made up. Among its recommendations was that companies deploy more sophisticated identity-verification software.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
Some recruiters say posting isn’t worth it.
</span>
<span>
To address the problem, LinkedIn recently added tools to help both candidates and recruiters narrow their focus, including an A.I. agent,
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
introduced in October
</a>
<span>
, that can write follow-up messages, conduct screening chats with candidates, suggest top applicants and search for potential hires using natural language.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
A feature that shows potential applicants how well their qualifications match up with a job description, which LinkedIn introduced to premium subscribers in January, reduced the rate at which they applied to “low match” jobs by 10 percent, according to the company.
</span>
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<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
Hazards abound.
</span>
<span>
Concerns that using A.I. in hiring can introduce bias have
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
led
</a>
<span>
to
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
lawsuits
</a>
<span>
and a patchwork of state legislation.
</span>
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
</span>
<span>
The European Union’s Artificial Intelligence Act classifies hiring under its high-risk category, with the most stringent restrictions, and while no U.S. federal law specifically addresses A.I. use in hiring, general antidiscrimination laws can potentially come into play if the result of any process is discrimination.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
“You’re not allowed to discriminate, and of course most employers are trying not to discriminate, but easier said than done,” said Marcia Goodman, a partner at Mayer Brown who primarily represents employers.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
Is this a perpetual cycle?
</span>
<span>
The problem is less that candidates are using A.I. — a skill many employers say they want — than it is that they’re being sloppy. Alexa Marciano, the managing director of Syndicatebleu, a recruiting agency, said job seekers were reacting to recruiters’ use of automated screening. “It’s really frustrating for the candidates because they spend all this time creating very catered cover letters, very catered résumés,” she said.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
Jeremy Schifeling, a career coach who regularly conducts technology-focused job-search training at universities, said he could see this back-and-forth going on for a while. “As students get more desperate, they say, ‘Well, I have no choice but to up the ante with these paid tools to automate everything.’ And I’m sure the recruiters are going to raise the bar again.”
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
He argues the endgame will be authenticity from both sides. But, he said, “I do think that a lot of people are going to waste a lot of time, a lot of processing power, a lot of money until we reach that realization.”
</span>
</p>
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<h3 style="color:#000;font:700 17px/25px arial,sans-serif;margin:5px 0 30px 0;letter-spacing:.2px">
<span>
IN CASE YOU MISSED IT
</span>
</h3>
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</table>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
E.U. talks with Iran yield no breakthrough.
</span>
<span>
An effort by European officials to avert an escalation between Iran and Israel
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
failed to break ground
</a>
<span>
as the countries continued to trade fire. President Trump has said he could
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
take up to two weeks
</a>
<span>
to decide whether to join Israel in striking Iran.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
Trump sends mixed signals over immigration raids.
</span>
<span>
The president acknowledged last week that his policies were
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
hurting some industries
</a>
<span>
that rely on immigrant labor. But the Department of Homeland Security
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
reversed guidance
</a>
<span>
that had paused raids at farms and hotels, The Washington Post reported.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
The Fed holds rates steady.
</span>
<span>
Jay Powell, its chair, signaled that the Federal Reserve would continue to wait to see how Trump’s policies affected the economy before cutting interest rates. Trump has
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
raised pressure
</a>
<span>
on the central bank to cut rates, and called Powell “a real dummy” after the policy announcement.
</span>
</p>
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</table>
<h2 class="css-10nzuqq" style="color:#000;font:700 25px/32px arial,sans-serif;margin:0 0 10px">
<span>
The C.E.O. who doesn’t mind if you have 97 direct reports
</span>
</h2>
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<td style="text-align:center;width:100%;padding-top:6px;padding-bottom:20px;line-height:12px">
<span class="css-1wuwhda" style="width:83%;max-width:500px;display:inline-block;text-align:left">
<span class="css-1hnedf7" style="color:#666;font:normal 12px georgia,serif">
Bill Anderson has been the chief executive of Bayer since 2023.
</span>
<span style="margin:0;font:11px/11px georgia,serif;color:#888;letter-spacing:.01em;padding-left:5px">
Reuters
</span>
</span>
</td>
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</tbody>
</table>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
When Bill Anderson took over as the C.E.O. of Bayer in 2023, it faced a trifecta of big problems — expensive lawsuits, expiring drug patents, a mountain of debt — that had sent its stock price plummeting.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
His first big move?
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
Cut the bosses
</a>
<span>
.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
The strategy, coined “Dynamic Shared Ownership,” envisions replacing traditional corporate hierarchy with thousands of self-managing teams that band together for 90-day work cycles. Since introducing it in July 2023, Bayer has cut about 11,000 jobs, Anderson said in a call with analysts last month.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
We invited Anderson to discuss how D.S.O. is playing out, two years in, with Aimee Groth, an expert in decentralized organizations. Groth documented Zappos’s effort to flatten its org chart in her 2017 book, “The Kingdom of Happiness,” and has been following the movement ever since, including briefly as a consultant. Their conversation has been edited and condensed.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
Groth: Many large companies are flattening hierarchies to cut costs. Bayer aims to
</span>
<a class="css-sdwaa1" style="-webkit-text-decoration:underline;text-decoration:underline;font-weight:700;font-family:arial,sans-serif;color:#000">
save over $2 billion by 2026
</a>
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
. What makes this more than just an efficiency play?
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
Anderson:
</span>
<span>
Most corporate change programs take out heads but not the work. That’s why companies end up doing them every few years. They eliminate a layer — usually just one — and leave everything else the same. People are back two years later because the work still has to get done.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
What we’re doing is taking out five layers of management. But that’s just surface-level stuff. We’re also replacing things like the annual budget process. Instead of spending three to five months a year doing this big bureaucratic exercise, people now spend one day every 90 days asking: How did we do in the last 90? What are the most important objectives for the next 90? Do we have the right team? Do we need to add or move people? Then we work for 89 days and do it again. That’s one reason we call it Dynamic Shared Ownership — every 90 days, 10 to 15 percent of people shift what they’re doing.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
What’s working so far? Any examples that stand out?
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
In contraception, we had lost the business of one of the largest health care providers in the world. The local team said: “We’ve got to win it back.” They made all the resource and structural decisions — brought in a contract reimbursement specialist, added a medical liaison to speak with academic medical centers. None of it went through any management layers. Aside from compliance, all those decisions happened at the edge. In most companies, those decisions would go up 10 layers.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
This requires managers to shift from directing to coaching. At Zappos, that was a major source of tension. How are you supporting that transition?
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
This is one of the top five things I’ve learned in my 35 years in business: If you want to change behavior — what people call “culture” — you have to change the mechanics.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
Most companies say, “Let’s empower managers,” then send them to training.
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
Change the span of control
</a>
<span>
instead. A few years ago, Bayer had a 5-to-1 span of control. [On average, managers had five direct reports.] Today we’re at 14.6 to 1. With that kind of span, you can’t micromanage anymore — it changes behavior by design. We now have managers with 30, 50, even 97 direct reports. That’s a completely different job — you need entirely new tools.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
We’re scrapping legacy H.R. systems. Job grading based on hierarchy doesn’t make sense anymore. You’ve got Ph.D.s and lab techs operating at the same level — not because they’re the same in title, but because it’s not about hierarchy anymore, it’s about contribution.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
We’re moving to peer assessment. If you’ve got 97 direct reports, you can’t rate them all yourself. You need structured input from the team.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
Are you tracking any unconventional metrics or leading indicators — like
</span>
<a class="css-sdwaa1" style="-webkit-text-decoration:underline;text-decoration:underline;font-weight:700;font-family:arial,sans-serif;color:#000">
psychological safety
</a>
<span style="font-weight:700;font-family:arial,sans-serif;color:#000">
or decision speed?
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
We focus on hard metrics. How long does it take to file a drug? How long to launch it? In one recent case, we cut filing time in half. In consumer health, we’ve reduced product development timelines by 70 percent.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
A few years ago, I would’ve said that was impossible. But when you create flat organizations, you can move that fast.
</span>
</p>
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<h2 class="css-10nzuqq" style="color:#000;font:700 25px/32px arial,sans-serif;margin:0 0 10px">
<span>
Quiz: Ping. Ping. Ping …
</span>
</h2>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
Microsoft this week published a
</span>
<a class="css-sdwaa1" style="color:#286ed0;-webkit-text-decoration:underline;text-decoration:underline">
report
</a>
<span>
that suggests workdays are expanding and becoming more chaotic. Using aggregated and anonymous data from the company’s suite of office software, it found, for example, that edits in PowerPoint spiked 122 percent in the final 10 minutes before a meeting and that meetings starting after 8 p.m. were up 16 percent from a year earlier as of February.
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
How many times a day, on average, were the most active 20 percent of employees interrupted by a meeting, an email or a chat during an eight-hour workday, according to Microsoft’s research?
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
A. 16 times, or every 30 minutes
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
B. 120 times, or every four minutes
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
C. 275 times, or every two minutes
</span>
</p>
<p style="font:normal 17px/25px georgia,serif;color:#333;margin:0 0 15px">
<span>
D. 1,000 times, or every 29 seconds
</span>
</p>
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Quiz answer: C.
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1 month, 2 weeks ago - nytdirect@nytimes.com
Plus, 97 direct reports? No problem.View in browser|nytimes.comJune 21, 2025Good morning. Andrew ...