In the News
What the world is saying about AI, hiring, and the future of recruitment — and what it means for your team.
51 articles
AI Has Made Hiring Worse — But It Can Still Help
AI was supposed to streamline hiring. Instead, it created an arms race between applicants and employers — flooding inboxes and eroding trust on both sides.
Our take: HBR confirms what we've been saying: AI works best when it augments human judgment, not replaces it. Tools that surface personality data and structure the interview give hiring managers signal in a sea of AI-generated noise.
AI hiring is here. It's making companies — and job seekers — miserable
The promise of AI-powered recruitment was efficiency. The reality is frustration for everyone involved — from overwhelmed recruiters to ghosted candidates.
Our take: Speed without structure is just faster chaos. The companies winning at hiring aren't the ones with the most automation — they're the ones who pair AI with structured assessments that actually reveal fit.
Trust is at an all-time low for both job seekers and recruiters
A hiring platform CEO warns that talent acquisition is stuck in an 'AI doom loop' where both sides use AI to game each other, destroying authenticity.
Our take: When trust collapses, the hiring teams that win are the ones with a process candidates can believe in. Transparent, structured assessments rebuild that trust by showing candidates exactly how they're being evaluated.
Recruitment Is Broken. Automation and Algorithms Can't Fix It.
Despite increased AI adoption, cost-per-hire and time-to-hire have both gone up. SHRM's benchmarking data reveals that more technology hasn't meant better outcomes.
Our take: More automation doesn't fix a broken process — it just breaks it faster. The missing ingredient isn't better algorithms, it's structured evaluation criteria and real data about who candidates are beyond their résumé.
How AI-powered recruitment defies expectations about inclusion and transparency
When thoughtfully designed, AI can actually make recruitment more human-centered — surfacing hidden talent and making even rejection feel fairer.
Our take: This is the version of AI in hiring we believe in: technology that broadens the talent pool instead of narrowing it. Personality assessments help surface candidates who'd be overlooked by traditional résumé screening.
An AI Trust Crisis: 70% of Hiring Managers Trust AI, Only 8% of Job Seekers Call It Fair
A massive perception gap: hiring managers love AI tools while candidates overwhelmingly distrust them. The 2025 Greenhouse report surveyed 4,100+ people across four countries.
Our take: If candidates don't trust your process, your best applicants will self-select out. The fix isn't hiding AI — it's using it transparently for things candidates value, like personalized interview questions and fair, consistent evaluation.
Hiring with AI doesn't have to be so inhumane. Here's how.
The World Economic Forum explores how organizations can use AI in hiring while preserving the human connection that candidates and employers both need.
Our take: AI should make hiring more human, not less. When you use AI to generate better interview questions from assessment data — instead of using it to auto-reject people — you get efficiency and empathy.
Employers' new plea to job seekers: Stop relying on AI for your résumé
AI is helping job seekers rapidly apply to jobs. But recruiters and employers say that's not always a good thing.
Our take: When every résumé looks polished by AI, surface-level screening breaks down. Structured assessments and personality data become the only reliable way to see who a candidate actually is beneath the AI-generated veneer.
Structured Interviewing: The Human Signal HR Still Needs in an Age of AI
As AI reshapes recruitment, structured interviews remain the most predictive hiring method — twice as effective as unstructured conversations at predicting job performance.
Our take: Structured interviews have the highest predictive validity of any hiring method. PersonaScore exists to make them easy — turning assessment data into tailored questions so every interview is structured by default.
What Will Work Look Like in 2026? New SHRM Research Reveals How Leadership, Culture and AI Are Shaping the Future
SHRM's annual research highlights the top CHRO priorities for 2026: AI integration, reducing algorithmic bias in hiring tools, and rebuilding workplace culture.
Our take: 57% of CHROs say reducing bias in AI hiring tools is a 2026 priority. That starts with using validated, transparent assessments — not black-box algorithms — to inform hiring decisions.
Workplace trends for 2026: The new labor market reality
IMD's analysis of the 2026 labor market: skills-based hiring is scaling up, AI collaboration skills are being measured, and inclusion is reclaiming its strategic importance.
Our take: The shift from credential-based to skills-based hiring is real, and personality assessments are at the center of it. When you stop screening for pedigree and start screening for how people actually work, you find better fits.
EEOC to spotlight 'reverse bias' in 2026, attorneys say
The EEOC is shifting enforcement toward 'reverse discrimination' claims, with the chair publicly calling for white male employees to file complaints and warning DEI programs may be unlawful.
Our take: Regardless of where the political winds blow, the safest hiring process is one built on objective, job-relevant criteria. Structured assessments evaluate every candidate the same way — that's defensible no matter who's running the EEOC.
The Sound and Fury of Regulating AI in the Workplace
Harvard Law examines the growing tension between federal deregulation and aggressive state-level AI hiring laws — and what it means for employers caught in the middle.
Our take: The regulatory patchwork is only getting more complex. Employers using AI in hiring need tools that are transparent and auditable by design — not ones that require a legal team to explain.
State laws regulating AI take effect in the new year. Here's what HR needs to know.
New AI hiring laws in Illinois, Colorado, and California are reshaping employer obligations around bias audits, candidate notification, and algorithmic accountability.
Our take: Illinois now makes it a civil rights violation to use AI that discriminates — intentional or not. Colorado can fine $20,000 per violation. The compliance cost of opaque hiring tools just got very real.
New Year Brings New AI Regulations for HR
SHRM outlines the new AI regulations HR teams must navigate in 2026, from Illinois's discrimination ban to Colorado's high-risk AI system requirements.
Our take: The era of 'move fast and deploy AI' in hiring is over. Compliance now requires documented bias testing, candidate notifications, and human oversight — exactly what a structured assessment process provides.
Navigating Workplace AI When Federal, State Policies Clash
Federal policy encourages AI deregulation while states tighten controls. Employers operating across state lines face conflicting obligations with no clear federal preemption in sight.
Our take: Multi-state employers can't wait for regulatory clarity. The practical answer is building a hiring process that's compliant everywhere: transparent criteria, structured evaluation, and human decision-making supported — not replaced — by AI.
AI in Hiring: Emerging Legal Developments and Compliance Guidance for 2026
A legal deep dive into what employers need to know about AI hiring compliance — from NYC's bias audit requirements to California's new automated decision system rules.
Our take: California now requires four years of ADS record retention and proactive bias testing. Employers can't treat AI hiring tools as set-and-forget. Choose tools that generate auditable, explainable results.
Despite laws intended to prevent it, age discrimination abounds in 2025
Nearly three-quarters of older Americans believe their age is a barrier to employment. EEOC age discrimination charges jumped to 16,223 in 2024 — up 40% in two years.
Our take: Age bias is often invisible in unstructured hiring — it hides in gut feelings and 'culture fit' judgments. Structured assessments evaluate what matters: how someone works, thinks, and collaborates, regardless of when they graduated.
Artificial Intelligence in Hiring: Diverging Federal, State Perspectives on AI in Employment
A legal analysis of the widening gap between federal AI deregulation and state-level protections for workers, creating a compliance maze for employers using AI in hiring.
Our take: The federal government rolled back AI hiring guidance while states doubled down. Employers need hiring tools that stay compliant regardless of which direction the wind blows — that means transparent, structured, and auditable.
New California AI Regulations Strike a Balance Between Efficiency and Algorithmic Accountability
California's new rules require meaningful human oversight, proactive bias testing, and four-year data retention for any automated decision system used in hiring.
Our take: California makes it clear: if your AI hiring tool can't be explained, audited, and overridden by a human, you're exposed. PersonaScore is built around human-in-the-loop design precisely for this reason.
Revisiting 2026 State AI Laws That Aim to Regulate AI in Employment
A practical roundup of every state AI employment law taking effect in 2026, from Colorado's high-risk system requirements to Texas's intentional-discrimination-only approach.
Our take: Every state is drawing different lines around AI in hiring. The through-line for employers? Document everything, test for bias, notify candidates, and keep a human in the loop. That's not just good compliance — it's good hiring.
The Real Cost of a Bad Hire in 2026 (Backed by Data)
A bad hire can cost $17,000 to $240,000 depending on the role. Nearly 74% of small business employers report making at least one bad hire, and 89% of failures stem from behavior — not skills.
Our take: If 89% of bad hires fail because of attitude and behavior rather than technical skill, then personality and behavioral assessments aren't optional — they're the single highest-ROI investment in your hiring process.
8 Onboarding Best Practices to Boost New Hire Engagement and Retention
Strong onboarding improves retention by 82% and productivity by 70%. ADP breaks down the eight practices that turn a new hire's first weeks into long-term commitment.
Our take: Great onboarding starts before day one — and it starts with understanding who you hired. When managers have personality and work-style data, they can tailor the first 90 days to how each person actually learns and integrates.
Top Employee Retention Strategies for 2026: How to Retain Your Best Talent
Retention starts at hiring. The Predictive Index outlines how organizations that invest in understanding employee behavioral drives build teams that stay longer and perform better.
Our take: Retention isn't a post-hire problem — it's a hiring problem. When you match candidates to roles and teams based on behavioral data, you stop the costly cycle of hire-and-replace.
The 2025 Ghosting Index: How Employers and Candidates Are Disappearing From Each Other
75% of job applications get zero response. 61% of candidates are ghosted after interviews. A research report on how silence became the default in hiring — and what it costs.
Our take: Ghosting destroys employer brand. A structured hiring process with clear stages, consistent communication, and defined timelines doesn't just find better candidates — it keeps them engaged through the finish line.
Why Skills-Based Hiring is the Future of Work
53% of employers have removed degree requirements — a 77% increase in one year. Companies using skills-first hiring report 82% satisfaction with hires, compared to 67% under traditional models.
Our take: Dropping degree requirements is the easy part. The hard part is replacing them with something meaningful. That's where validated assessments come in — they measure what a degree never could: how someone actually works.
Skills-Based Hiring Grows, but College Students Don't Fully Understand It
70% of employers now use skills-based hiring for entry-level roles, up from 65% last year. But many candidates still don't understand what it means or how to prepare for it.
Our take: Skills-based hiring only works when candidates understand the process. Transparent assessments that show candidates what's being measured — and why — close the gap between employer intent and candidate experience.
Why Small Businesses Have Been Struggling to Hire in 2025
Small businesses face a perfect storm: rising labor costs, a shrinking labor force participation rate, and competition with large employers who can outspend them on recruiting.
Our take: Small businesses can't outspend big companies on recruiting. But they can out-hire them with a better process. Structured assessments level the playing field by helping small teams make fewer, better hiring decisions.
Ontario's 2026 Hiring Law: Ending Candidate Ghosting and Raising the Bar for Respect in Recruitment
Ontario's new law requires employers to respond to candidates and disclose salary ranges in job postings — the first legislation directly targeting interview ghosting.
Our take: Legislation is catching up to what candidates have demanded for years: transparency and respect. Companies that already run a structured, communicative hiring process won't need a law to tell them how to treat people.
What 2025 revealed about remote, hybrid and office work
83% of workers prefer hybrid arrangements. 40% would job hunt if flexibility were eliminated. Research shows employees value remote flexibility at roughly 8% of their salary.
Our take: Where people work matters less than how they work together. Whether your team is hybrid, remote, or in-office, personality and team-fit data helps managers build cohesion regardless of location.
Is 2026 the Year We Finally Return to the Office?
54% of Fortune 100 companies now require full-time in-office work, up from 5% in 2023. But senior employees are leaving at the highest rates — and taking institutional knowledge with them.
Our take: Mandating presence doesn't mandate performance. Whether you bring people back or keep them remote, the real question is whether your teams are built to work well together. That's a people-data question, not a policy question.
Gallup's 2025 State of the Workforce Report: Employee Engagement Is Falling and Managers Hold the Key
Global employee engagement dropped to 21% — the sharpest decline since COVID. Manager engagement fell even faster. Gallup says the global cost is $438 billion in lost productivity.
Our take: Managers drive 70% of engagement, yet most get no training. When hiring managers understand their own work style and their team's dynamics, they become better leaders from day one — that's what team insights are for.
Engagement has fallen, especially among managers, Gallup says
Manager engagement fell from 30% to 27%, with the sharpest drops among young managers and women managers. Only 44% of managers globally have received any formal management training.
Our take: You can't fix engagement with perks. You fix it with better managers — and better managers start with self-awareness. Personality data doesn't just help you hire the right people; it helps existing leaders understand how to lead them.
Workforce Trends Report 2026
DHR Global's annual report examines how executive hiring, leadership development, and workforce planning are evolving in a labor market reshaped by AI and shifting employee expectations.
Our take: The executive hiring playbook is changing. The best leadership teams aren't built on résumés alone — they're built on complementary strengths, self-awareness, and data about how people actually lead under pressure.
6 Workplace Trends Shaping 2026
From the rise of AI teammates to the growing importance of psychological safety, PRSA outlines the six forces reshaping how organizations attract, manage, and retain talent.
Our take: Psychological safety and AI integration both demand the same thing: understanding your people. Teams that know each other's communication styles, stress triggers, and strengths build trust faster — with or without AI colleagues.
Four Workplace Culture Trends for 2026 That We Learn from 2025
Emtrain analyzed 48 million employee sentiment responses and found a 10% increase in workplace conflict from social and political tensions, with psychological safety declining significantly.
Our take: Culture isn't a vibe — it's measurable. When conflict rises and safety declines, the teams that navigate it best are the ones where people understand each other's communication styles and have shared language for differences.
5 Predictions for Workplace Trends in 2026
Robert Half forecasts five shifts shaping the workplace: the skills revolution, the flexibility standoff, the manager burnout crisis, the AI integration challenge, and the retention rethink.
Our take: Every trend Robert Half identifies — skills, flexibility, manager burnout, AI, retention — circles back to one thing: do you actually understand the people on your team? That's the question PersonaScore helps answer.
Top 6 Hiring Trends of 2026
Criteria Corp highlights the six hiring trends defining 2026: AI governance, skills-first hiring, assessment innovation, candidate experience, internal mobility, and data-driven decision making.
Our take: Assessment innovation is a top trend for good reason. The old way — résumé, phone screen, gut feeling — is being replaced by tools that give hiring teams objective, actionable data before they ever meet a candidate.
The 5 Employee Experience Trends Redefining Work in 2025
Qualtrics research reveals that 91% of workers who feel their organization addresses workplace needs report job satisfaction — compared to just 44% among those who don't. Half of the dissatisfied plan to leave.
Our take: Employee experience starts before someone is even hired. When the hiring process itself is structured, fair, and transparent, it sets the tone for the entire employee lifecycle that follows.
Top Workplace Culture Trends Shaping 2026
Organizations with strong cultures outperform peers by 20% in productivity. But culture is under pressure from AI anxiety, political tension, and a generation of managers who feel unsupported.
Our take: You can't build a strong culture with slogans. You build it by hiring people who share your values, understanding team dynamics, and giving managers the data they need to lead with awareness instead of assumptions.
2026 Employee Retention Trends Affecting Your Workforce
Half of employees are watching for new jobs, yet only 28% feel it's a good time to move — the lowest since 2013. Organizations with stronger culture and compensation are winning the retention battle.
Our take: Retention is a lagging indicator of hiring quality. When you hire people who genuinely fit the role, the team, and the culture — not just the job description — they stay. That's the retention strategy that actually works.
The True Cost of a Bad Hire in 2026
A bad hire costs $17,000 to $240,000 depending on role. 74% of employers admit to making a wrong hire. And 89% of hiring failures come down to behavior and attitude — not technical skills.
Our take: If nearly 9 out of 10 bad hires fail because of who they are — not what they know — then skipping personality assessments isn't saving money. It's gambling with six figures every time you extend an offer.
The Cost Of A Bad Hire And Red Flags to Avoid
Managers spend 17% of their time supervising underperformers — nearly a full wasted day per week. A single bad hire can trigger a 30% drop in team morale and a cascade of additional turnover.
Our take: A bad hire doesn't just cost salary. It costs your manager's time, your team's morale, and often your next-best employee who leaves out of frustration. Structured assessments are the cheapest insurance policy in business.
The True Cost of Bad Hires
Research shows 80% of employee turnover stems from poor hiring decisions. One bad hire in a customer-facing role can drive away 17% of customers who quit a brand after a single bad experience.
Our take: Bad hires don't just drain your payroll — they cost you customers. For every role that touches clients, patients, or revenue, the business case for pre-hire assessments isn't theoretical. It's survival math.
Cost of Vacancy: Calculate the Cost of Open Roles
Every unfilled position costs an average of $4,129 per 42 days. For revenue-generating roles, vacancy costs run $7,000 to $10,000 per month. Leaving a sales role open can reduce company revenue by 5% or more.
Our take: An empty seat isn't free — it's bleeding money every day. But rushing to fill it with the wrong person costs even more. The fastest path to the right hire is a structured process that identifies fit early, not after 90 days of regret.
The Real Cost of Unfilled Jobs
Unfilled positions drain American businesses of $1.08 trillion monthly. Remaining employees burn out, productivity drops by up to 68% due to overtime, and 2.6x more staff leave because of the added strain.
Our take: The cost of not hiring is staggering — but the cost of hiring wrong is worse. A trillion dollars a month in vacancy costs makes one thing clear: you need to hire faster and hire right. Assessments help you do both.
The cost of nurse turnover in 24 numbers
The average hospital loses $3.9 to $5.8 million per year to nurse turnover. A single NP turnover episode costs $85,000 to $115,000. The average time to recruit an experienced RN: 83 days.
Our take: In healthcare, a bad hire doesn't just cost money — it costs patient access and care quality. When an NP turnover sets a practice back $100K+ and months of lost appointments, investing in hiring right the first time isn't optional.
The Real Cost of Employee Turnover Now
U.S. businesses spent $900 billion replacing workers in 2023. A 100-person company with 10% turnover can expect $700,000 in annual costs. 42% of that turnover is preventable, according to Gallup.
Our take: If 42% of turnover is preventable, that's $294,000 a year that a 100-person company is choosing to waste. The question isn't whether you can afford better hiring tools — it's whether you can afford not to have them.
What's the real cost of turnover? How to calculate employee replacement costs
Replacing an employee costs 50% to 400% of their annual salary. 87% of companies underestimate true turnover costs, and 68% of those costs hit in the first 90 days after someone leaves.
Our take: Most companies massively undercount what turnover actually costs. When you add up recruiting, onboarding, lost productivity, and the damage to the team left behind, the ROI of getting the hire right becomes undeniable.
Calculating The Cost of Employee Turnover
Gallup estimates turnover costs U.S. businesses $1 trillion annually. Organizations with high engagement see 59% lower turnover and 23% higher profitability — and engagement starts with hiring the right people.
Our take: A trillion dollars. That's the annual price tag of getting hiring wrong in America. The companies with 59% less turnover aren't lucky — they're intentional about hiring people who fit the role, the team, and the culture.
Healthcare Recruiting Cost & Physician Turnover Trends 2025
Physician signing bonuses average $37,473, NP signing bonuses average $8,355, and a single physician vacancy can cost a practice $150,000+ in lost revenue per month. Recruitment cycles average 83 days.
Our take: In healthcare, every empty chair is a patient not seen and revenue not earned. When NP and physician recruitment takes months and costs six figures, getting the hire right the first time isn't a luxury — it's the only math that works.