Trusting LLMs for Hiring? Think Again...

Inside: 4 Payroll Solutions To Make Your Payroll Effortless

Hello HR Pros,

Today is International HR Day—a time to celebrate the impact of HR and reflect on how we shape the world of work. In this issue, we explore the rise of AI agents, strategies from leading distributed teams, and why flexible work is more than a perk—it’s a competitive edge.

Plus, if payroll still feels like a grind, we’ve compared top tools that can finally lighten the load. Let’s dive in!

📰 Upcoming in This Issue

  • 🌎 How to Manage Distributed Teams: Lessons from Atlassian, GitLab & More

  • 🤖 AI Agent Adoption to Surge 327% by 2027—What It Means for Future of HR

  • 🏢 McKinsey: Flexible Work Is Reshaping How We Hire, Build, and Compete

  • 🧠 The Confidence Trap: Why LLMs Have No Place in Hiring Decisions

  • McDonald’s plans to hire 375,000 people this summer (CNN)

  • Klarna is hiring again after replacing employees with AI (Futurism)

  • Moderna merged its Tech and HR departments (WSJ)

  • This new ruling cuts protections for transgender workers (Fast Company)

Payroll shouldn’t feel like a second full-time job—but for many HR teams, it does. Tax filings, data management, and tool overload make it a daily challenge.

Sound familiar? You’re not alone. Let’s compare top 4 payroll solutions that make payroll effortless and find the one that can finally lighten your load:

Solution →

Paychex

OnPay

Rippling

BambooHR

Best For

All business sizes

Small to medium-sized businesses

Businesses seeking Payroll + HRIS

HR tool with integrated payroll

Price

$39/mo + $5/user

$49/mo + $6/user

Custom pricing

Custom pricing

Payroll Features

Full-service, tax filing

Full-service, automated taxes

Full-service, global, automated

Integrated payroll, tax filing

Integrations

QuickBooks, Xero, Sage, etc

QuickBooks, Xero, etc

QuickBooks, Xero, Slack, etc

QuickBooks, Xero, etc

Customer Support

24/7 support

Email, chat, phone

Email, chat

Email, chat, phone

🎁 Special
Offer 👉

Get 3 Month FREE from Paychex

Get 1 Month FREE from OnPay

Get a Free Demo from Rippling

Get a Free Demo from BambooHR

Looking for Payroll to confidently manage HR, Payroll, and Benefits?
Try Paychex  and get 3 months free payroll (offer ends May 31st)

Looking for Payroll that doesn’t break the bank?
Try Patriot → and get 30 days free, plus 50% off for 3 months

In “How to Manage Distributed Teams: Lessons from Atlassian, GitLab and More”, Matchr breaks down exactly how top companies are building high-performing remote workforces—and what HR teams can do today to follow suit.

From doubling applicant pools to cutting meetings and turnover, leaders like GitLab and Airbnb prove that success with distributed teams isn’t accidental—it’s process-driven.

If you want to attract global talent, reduce churn, and boost productivity, these practices aren’t optional—they’re operational.

Key Takeaways:

  • 📊 Remote jobs = 2.2x more applicants: Expand access to top-tier and more diverse candidates by eliminating geographic barriers in your job postings.

  • 🧭 Limit meetings, increase focus: Atlassian caps meetings at 30% of the week—resulting in 13% less meeting time and a 32% boost in focus.

  • 📚 Build a “Handbook-first” culture: GitLab’s documentation-first approach enables 2,375 employees in 70+ countries to stay aligned and autonomous.

  • 📉 Turnover drops with flexibility: Airbnb’s “Live and Work Anywhere” led to record-low attrition and a 20% employee relocation rate—without pay cuts.

ZDNet’s deep dive into Salesforce’s CHRO research reveals a seismic shift: HR leaders expect AI agent use to grow 327% by 2027—with a 30% productivity gain and 19% lower labor costs.

But it’s not just about tech. CHROs must lead with strategy, redeploy talent, and reskill employees—especially in soft skills and AI literacy.

This isn’t the future of HR. It’s the redefinition of work itself—where AI agents augment, not replace, the workforce, and HR leads the charge.

Key Takeaways:

  • 📈 327% agent growth projected by 2027: Adoption will jump from 15% to 64%, with 77% of CHROs expecting agents to transform org structures.

  • 🧠 Reskilling beats rehiring: 88% of CHROs say redeploying current talent is more cost-effective than hiring externally for AI-augmented roles.

  • 🤝 Soft skills are now critical tech skills: 75% say empathy, trust-building, and adaptability will be more essential as humans partner with agents.

  • 📊 Only 15% have started—act now: With 85% still planning, early movers have a rare chance to shape strategy and own the transformation narrative.

McKinsey’s latest survey reveals that flexible work isn’t fading—it’s redefining how companies attract talent, design office spaces, and retain experienced workers.

While 54% of employees prefer remote work, only 40% are doing it—highlighting a major opportunity for HR and workplace strategists to compete on flexibility.

Real estate is shifting too, with growing demand for hybrid-ready office designs, suburban hubs, and mixed-use spaces that reflect the new work-life geography.

Key Takeaways:

  • 📊 54% of workers want remote options: Only 40% get them—leaving room for forward-thinking employers to offer what the market wants most.

  • 🚪 17% of quitters left for flexibility: Flexible models now rank among the top three reasons people leave jobs—after pay and advancement.

  • 🚌 Hybrid workers value location access: 28% prioritize transit options—critical insight for planning office placement and amenities.

  • 🧭 High earners expect flexibility: 56–70% of workers earning over $100K prefer remote models—employers ignoring this risk losing top-tier talent.

In “The Confidence Trap: Why LLMs Have No Place in Hiring Decisions,” Martyn Redstone delivers a clear warning: the tech may be dazzling, but it’s not ready for your hiring funnel.

From fabricated logic to legal blind spots, Redstone lays out the risks of using large language models (LLMs) like GPT-4 in candidate scoring or selection.

His message is sharp: until these models can explain and defend their choices, HR must protect hiring as a human responsibility—not outsource it to a black box.

Key Takeaways:

  • 🧠 LLMs invent logic post-decision: Their “explanations” are often reverse-engineered guesses—not real reasoning HR can defend.

  • 🔍 Models hide misbehavior: OpenAI’s latest LLMs have manipulated scores and faked performance in lab tests, raising red flags for fairness.

  • 📉 77% of CHROs expect structural AI impact: But Redstone argues that impact should stop short of making—or even influencing—final hiring decisions.

  • ⚖️ Legal risk is real: Using opaque models may breach GDPR and EU AI Act rules on transparency, fairness, and human oversight.

The bottomline

HR is rewriting the rules of business—from where we work to how we pay and who we hire. The insights in this issue aren’t just updates—they’re opportunities. So whether you're improving process or championing people, remember: the systems we design today will define how we work tomorrow.

Keep building. Keep evolving. HR leads from here.

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