AI and Personality Assessments: What It Means for In-depth Work Style Personality assessments

By Patty Crabtree, CEO, Lighthouse Consulting Partners LLC

In recent months, I have been asked a question with increasing frequency: “Can AI be used to manipulate personality assessments?” It’s a fair question in today’s world, where generative AI tools can draft essays, solve math problems, and even write computer code in seconds. With hiring and talent decisions carrying high stakes, it’s important to address this concern directly.

The short answer is no—AI cannot reliably manipulate the outcomes of our In-depth Work Style Personality assessment. The longer answer involves understanding how our In-depth Work Style Personality assessment is constructed, what safeguards are in place, and why the design of personality assessments makes them fundamentally resistant to AI-based gaming.

In-depth Work Style Personality assessment at a Glance

Our In-depth Work Style Personality assessment is one of the most well-validated personality assessments in the world. First developed by Raymond Cattell in the 1940s and refined through decades of research, this assessment measures sixteen distinct personality traits that influence how people think, behave, and interact in the workplace.

Unlike ability or skills tests, In-depth Work Style Personality assessments aren’t about right or wrong answers. Instead, they provide a nuanced profile of how an individual approaches problem solving, manages stress, interacts with others, and fits within a team or organizational culture. These insights are useful for hiring, leadership development, coaching, and team-building.

Our In-depth Work Style Personality assessment has remained relevant for decades because it is grounded in strong psychometric science. Its structure, reliability, and validity scales ensure that results are meaningful and resistant to manipulation—even in the era of AI.

Why Personality Assessments Are Different

Many people assume AI could “cheat” on any type of test. That may be true for factual knowledge assessments, where there are clear right and wrong answers, or for standardized academic tests with objective scoring.

But personality assessments work differently. The assessment asks questions that tap into preferences, tendencies, and natural styles. For example, items may ask whether you prefer to work independently or in a group, or how you typically react to stressful situations. There is no objectively correct response—it’s about revealing patterns of thought and behavior.

AI tools like ChatGPT or Gemini thrive on questions with definitive answers or predictable language structures. They are not designed to represent the complexity of a human’s lived personality. At best, they can generate responses that appear socially desirable, but those patterns are exactly what validity scales in assessments like our In-depth Work Style Personality assessment are designed to detect.

Built-In Safeguards Against Manipulation

Our In-depth Work Style Personality assessment was not created with AI in mind, but its construction and delivery methods naturally provide safeguards that make AI manipulation highly unlikely. Some of these include:

  • Copy/Paste Restrictions: Testing platforms disable the ability to copy and paste questions, making it impractical to feed items directly into an AI tool.
  • Forced-Choice Items: The questionnaire requires individuals to select from options that balance desirability, which reduces the ability to “game” the test.
  • Validity-Check Scales: The assessment contains internal checks for consistency and patterns of over-reporting or under-reporting, flagging responses that appear artificially constructed.
  • Intelligent Scoring Logic: Advanced scoring systems analyze response patterns holistically, detecting inconsistencies that might indicate coaching or manipulation.

These safeguards, combined with the psychometric foundation of our In-depth Work Style Personality assessment, make it extremely difficult for AI to influence outcomes in a meaningful way.

The Practical Challenges of Using AI

Even if someone attempted to use AI to “help” them with the assessment, the process would be far from simple. Because questions cannot be copied, each one would have to be typed out manually into an AI tool, along with the possible response options. The candidate would also need to describe the role and organizational culture to instruct the AI on which answer might seem most desirable.

That would be a time-consuming process. If there are concerns that someone decided to complete the assessment in this fashion, there are methods to determine how much time elapsed from starting the process until it was completed. If this elapsed time exceeds the expected 30-60 minute time window, additional guidance can be provided on how to address it with the individual.

And even if someone went through the effort, the AI would still likely produce responses that are too polished, too idealized, or inconsistent—patterns that the assessment is designed to catch.

The Value of Human Personality

Perhaps the most important point to remember is that AI doesn’t have a personality. It doesn’t experience stress, build relationships, or make decisions in the way humans do. Personality assessments like our In-depth Work Style Personality assessment are built to capture uniquely human traits that influence how people think and behave in real-world work environments.

When organizations use the In-depth Work Style Personality assessments, they are not looking for a “perfect” profile. They are seeking insight into how a person will contribute to a team, handle challenges, and align with organizational values. That’s not something AI can replicate or fabricate in a way that holds up to psychometric scrutiny.

Looking Ahead: AI and Assessment Integrity

As AI tools become more powerful, test publishers and assessment platforms will continue to evolve their security measures. Already, companies are experimenting with honesty contracts, behavioral analytics, and AI-detection algorithms to ensure fairness and validity in online testing.

For our In-depth Work Style Personality assessment, its long-standing design provides a natural barrier against AI-based gaming. The combination of forced-choice questions, embedded validity scales, and adaptive scoring means the test is already resilient. That said, organizations should still use personality assessments as a complement to structured interviews, skills tests, and cognitive measures for a comprehensive evaluation of candidates.

Final Thoughts

The rise of AI has sparked important questions about the integrity of assessments. But when it comes to In-depth Work Style Personality assessments, the evidence is clear: AI cannot reliably manipulate its outcomes. The instrument remains a robust, well-validated tool that continues to serve organizations in hiring, leadership, and development contexts.

Rather than worrying about AI “cheating,” organizations should focus on the strengths of our In-depth Work Style Personality assessment—its ability to provide meaningful insights into how individuals think, relate, and work. When used alongside other measures, it remains one of the best ways to understand the human side of performance.

Lighthouse Consulting Partners, LLC

Testing Division provides a variety of services, including an in-depth work style & personality assessment for new hires, staff development and team building. We can provide this assessment  in 19 different languages along with offering skills testing and 360 assessments.

Business Consulting for Higher Productivity Division provides leadership and management coaching, a variety of workshops including team building, communication styles, stress & time management, sales & customer service training and negotiation skills, leadership training, staff planning, operations, and much more.

For more information on our services, please go to www.LighthouseConsulting.com or contact us at Info@LighthouseConsulting.com.

Permission is needed from Lighthouse Consulting Partners, LLC to reproduce any portion provided in this article. © 2025

Rethinking the Interview: Innovative Techniques to Identify the Right Talent Faster

By Patty Crabtree CEO, Lighthouse Consulting Partners LLC

Finding the right candidate has never been more challenging. In today’s talent market, employers aren’t just competing for skills — they are competing for fit. A strong résumé might check all the boxes for technical expertise, but if a new hire struggles to mesh with a company’s culture, the costs of a mis-hire can be staggering.

For many of my clients, the difficulty isn’t a lack of candidates. It is that traditional interviews too often fail to distinguish between someone who will thrive and someone who will falter. Standard interview formats allow even mediocre candidates to “pass” by giving polished but shallow responses. That is why I’ve been working with companies to adopt more innovative, culture-aligned interviewing techniques that get past the surface level and help zero in on the people most likely to succeed in their unique environments.

One particularly clever approach comes from veteran recruiter Paddy Lambros and it is a great example of how a small change in interview structure can yield powerful insights.

Flipping the Script: Let the Candidate Go First

Most interviews start predictably: “Tell me about yourself.” “Walk me through your background.” “Why do you think you’re a good fit for this role?” By now, candidates expect these questions and can rehearse answers to the point where they sound genuine — even if they are not.

Lambros, who has interviewed more than 10,000 people over his career, decided to turn that pattern upside down. Instead of leading with questions about the candidate, he starts by inviting them to ask him a question.

This seemingly small twist forces the candidate to think on their feet. Those who have done their homework and thought deeply about the role tend to ask thoughtful, specific questions. Those who haven’t… don’t.

And the gap can be telling.

“The best candidates typically ask the most interesting and insightful questions,” Lambros notes. Weaker candidates, on the other hand, may ask something generic — or have nothing prepared at all.

It is not about “tripping people up” for sport. It is about revealing the depth of their interest, their curiosity, and their engagement with the opportunity. 

What to Listen For

When you invite a candidate to go first, you’re not just looking for clever phrasing. You are listening for:

Depth of thought – Have they considered the real challenges of the role, or are they just rephrasing something from your website?

Ownership mindset – Are they asking about how they can contribute and make an impact, rather than only what’s in it for them?

Curiosity about success measures – Do they want to understand what “good” looks like in your organization?

For example, a strong candidate might ask:

  • “How would you know that I’m a top performer within 60 days?”
  • “What is it that will be true about your business in a year if I work here?”
  • “What kind of outcome do you want to achieve in this role?”

These questions show they are thinking about results, integration into the business, and long-term contribution. By contrast, generic questions like, “What’s your company culture like?” often indicate they haven’t gone beyond the most obvious talking points.

Why It Works in the Age of AI

Another reason Lambros prefers this approach is the growing influence of AI-generated interview answers. With tools like ChatGPT, candidates can practice and perfect answers to almost any standard interview question.

But here’s the catch: it is much harder to fake curiosity. A large language model can suggest questions to ask, but delivering them with authentic follow-up requires real engagement with the conversation.

When the candidate goes first, you get a glimpse of their unfiltered thinking before they have a chance to settle into rehearsed patterns.

Where This Technique Works Best

This “candidate-goes-first” strategy shines in roles that require curiosity, initiative, and strong interpersonal skills — such as leadership, sales, client service, or roles that involve complex problem-solving. In these positions, the ability to ask good questions is not just a nice-to-have; it is essential to success.

It may be less useful for task-oriented roles that don’t require much self-directed inquiry. Still, even in those cases, starting with the candidate’s questions can reveal their preparation level and motivation.

Combining This with Culture-Driven Interviewing

While the candidate-first method is innovative, it is even more powerful when paired with culture-based interviewing — a process I teach my clients to ensure they are assessing for both competence and cultural alignment.

Step 1: Anchor to Core Values
Start by translating your company’s core values into specific, behavioral interview questions. For example, if “collaboration” is a value, instead of asking “Do you work well in teams?” ask:

  • “Tell me about a time you had to rely on someone else to complete a project. How did you ensure the partnership was successful?”
  • “What is the most challenging team dynamic you’ve worked in, and how did you handle it?”

These questions push candidates to share real stories, which you can probe for depth and authenticity.

Step 2: Dig Beneath the First Answer

Surface answers are easy to prepare for; deeper truths take more work to uncover. That is why you should always follow up with prompts like:

  • “What was your role in making that happen?”
  • “What did you learn from that experience?”
  • “What would you do differently next time?”

The more layers you peel back, the clearer the picture of their true behaviors and thinking patterns.

Step 3: Observe, Don’t Just Listen

Pay attention to tone, body language, and emotional responses. Is the candidate genuinely engaged? Do they show enthusiasm when describing successes? Are they defensive when discussing challenges? These cues often reveal as much as the content of their words.

Putting It All Together: A Sample Interview Flow

Here’s how you might structure an interview to combine these techniques:

  1. Opening– Briefly introduce yourself and the company. Then invite the candidate to go first with their questions. “Before we get into my questions, I’d like to start with you. What would you like to ask me about this role or our company?”
  1. Culture-Driven Questions– Transition into questions linked to your core values and desired behaviors. Dig deeper with follow-ups.
  1. Role-Specific Scenarios– Present real-world situations they might encounter and ask how they would handle them.
  1. Mutual Fit Check– Circle back to the candidate’s earlier questions to address anything unresolved. Invite them to share new questions sparked by the conversation.
  1. Closing– Outline next steps and thank them for their time.

Benefits Beyond Screening

This approach not only helps you identify strong candidates faster — it also improves the candidate experience. By allowing them to ask questions first, you create a two-way dialogue rather than a one-sided interrogation.

Highly qualified candidates, who are often evaluating multiple opportunities, will appreciate the opportunity to assess you as much as you are assessing them. As Lambros puts it, “The very best people are assessing you as much as you are assessing them.”

And if it’s not a fit? You’ll find out earlier, saving time for everyone. 

The Bottom Line

In an era where AI, rehearsed answers, and online interview guides make it easier than ever for candidates to “play the game,” employers need interview strategies that go deeper.

Inviting candidates to start the conversation shifts the dynamic, exposing their level of curiosity, preparation, and genuine interest. Pairing this with culture-driven, behavior-based questioning helps you uncover not just someone can do the job, but whether they will thrive in your environment.

The result? You spend less time on ineffective candidates, and more time on those with the skills, mindset, and cultural fit to succeed — helping you make better hiring decisions, faster.

Lighthouse Consulting Partners, LLC

Testing Division provides a variety of services, including an in-depth work style & personality assessment for new hires, staff development and team building. We can provide this assessment  in 19 different languages along with offering skills testing and 360 assessments.

Business Consulting for Higher Productivity Division provides leadership and management coaching, a variety of workshops including team building, communication styles, stress & time management, sales & customer service training and negotiation skills, leadership training, staff planning, operations, and much more.

For more information on our services, please go to www.LighthouseConsulting.com or contact us at Info@LighthouseConsulting.com.

Permission is needed from Lighthouse Consulting Partners, LLC to reproduce any portion provided in this article. © 2025

The Magnificent Seven – Hard-Earned Sales Wisdom from the Front Lines

By Patrick McClure, Senior Consultant, Lighthouse Consulting Partners LLC

After spending five decades of my life in Sales, I’ve decided to pass the torch to the coming generations with my best wishes for their success. During my long career as a salesperson, sales executive, manager, VP of Sales, author, professional speaker, and consultant I’ve compiled a large number of “lessons learned,” and it is my hope that some of these will translate well into the AI-enabled, multimedia-saturated complexity of today’s sales world.

I was told over a decade ago by a well-known and respected sales luminary that our profession (sales) was becoming increasingly obsolete and would no longer be needed in the coming years. Happily, I have found this statement was incorrect. Even though the selling environment has radically changed, there will always be a need for professional salespeople. I firmly believe that there will never be a time when machine learning, generative AI, and process automation will entirely replace my profession. Fingers crossed!

For this newsletter, I have carefully chosen my Top Seven Best and most Powerful lessons. Every single lesson has generated millions in revenue and profitability for individuals and corporations across the globe. Conversely, failure to follow these simple precepts has invariably resulted in disaster and massive lost revenue. Heed them well, for these are the Magnificent Seven!

The Magnificent Seven

  1. Attitude is Everything

Having the correct attitude before you pick up the phone, write that memo, record a video or podcast, or make a sales call is critical.  Eliminate your internal negative “mind trash”, focus on the Here and the Now and be grateful for everything, especially the opportunity to help others. Put a smile on your face and a bounce to your step and be happy!

  1. Ask Questions and LISTEN

Don’t rush into things prematurely. Stop selling and start listening. Until you KNOW where your prospect is coming from, until you develop empathy with them and appreciate their challenges and opportunities, you have no business trying to sell them anything. Ask questions, be interested, and learn their world!

  1. Sell Value, Not Product

Potential customers don’t want to hear endless details about your product or service. They only care about what is valuable to them, not you. Find out what’s important in their world and if you listen, they will tell you.  Once you understand them, you’ll be able to connect with them more effectively, and you will have earned their attention. People buy when they are convinced the value is worth it!

  1. Handle their Objections

During the selling process, you will frequently encounter a wide variety of objections. Never ignore these tell-tale buying signs, always dive in and handle them promptly. First listen and understand their concern, then deal with it effectively. A seasoned salesperson is an expert at handling objections!

  1. Keep it Simple

Don’t confuse your customers or prospects with complicated explanations and technical “jargon.” If you can’t explain it so clearly that an 8-year-old could understand, don’t bring it up! Practice your most relevant selling points until they are unique, compelling, and extremely easy to understand. Simple sells!

  1. Close Deals

Your job is to finalize the transaction, and to persuade your prospect or customer to move forward with the sale. Everyone else on your team is helping, assisting, and supporting but you are the closer.  People love to buy, and your job is to make it possible for them to say yes, because they really want and need your product. The most skilled salespeople build terrific rapport and trust, selling value all the way, so that customers insist on buying from them!

  1. Don’t Give Up

It has been proven by years of research that 90% of salespeople give up after encountering significant objections. Most rookies give up after hearing 3-4 “no’s”, but it turns out they gave up too early! The majority of sales occur after these “no’s” have been overcome. If your product is a good match for the prospect, if it will sincerely benefit them, if it is truly valuable to them, you owe it to them to complete the sale.

Sales is not simply about persuasion—it’s about connection, value, resilience, and service. The tools may change, but the human essence of this work remains. So, to all the rising stars out there: honor the craft, master the fundamentals, and never underestimate the power of a well-timed question, a sincere attitude, or a persistent heart. The future is yours—go sell it with excellence.

Lighthouse Consulting Partners, LLC

Testing Division provides a variety of talent management services, including in-depth work style personality assessments for new hires, staff development and team building. Lighthouse provides these assessments  in 19 different languages along with offering skills testing, leadership and management coaching and offer a variety of workshops including team building and interview skills.

Business Consulting for Higher Productivity Division provides professional coaching, stress management workshops, sales and customer service training, negotiation skills, leadership training, staff planning, operations, and much more.

For more information on our services, please go to www.lighthouseconsulting.com or contact us at Info@LighthouseConsulting.com.

Permission is needed from Lighthouse Consulting Partners, LLC to reproduce any portion provided in this article. © 2025

Why Investing in Your People is the Best Business Strategy You’ll Ever Make

By Patty Crabtree, CEO Lighthouse Consulting Partners LLC 

After 50 years in business, a seasoned executive shared a simple truth: “The most valuable asset in any company isn’t a product or process—it’s your people. When your team is firing on all cylinders, the entire organization thrives.”

This insight is more than just a reflection—it’s a proven business strategy.

While companies often chase innovation, efficiency, and scalability, long-term success comes from within. Organizations that invest in their people—through skill development, coaching, and improved team dynamics—gain a competitive advantage that’s hard to replicate.

 

The ROI of Investing in Human Capital

The numbers speak for themselves:

  • A study by LinkedIn Learningfound that 94% of employees said they would stay longer at a company that invested in their learning and development.
  • According to Gallup, companies with highly engaged workforces outperform their peers by 21% in profitabilityand 17% in productivity.
  • Research from Boston Consulting Groupfound that companies with above-average talent management practices saw 2 times the revenue growth and 1.5 times the profit margins compared to those with below-average practices.

Staff development isn’t just a nice-to-have. It’s a multiplier. When employees feel seen, valued, and equipped to succeed, they show up with more energy, creativity, and ownership.

 

Team Dynamics: The Hidden Lever of High Performance

Often overlooked, team dynamics are the engine behind organizational success. When teams function well—communicating clearly, understanding one another’s strengths, and collaborating effectively—they move faster and solve problems more creatively.

People often think of growth as an individual pursuit but the real transformation happens when you invest in how people work together. That’s where performance leaps forward.

The Harvard Business Review reports that psychologically safe teams—where individuals feel they can take risks and express themselves without fear—are more innovative and faster at solving complex problems. And according to Deloitte, companies that prioritize inclusive team cultures are 8 times more likely to achieve better business outcomes.

 

The Cost of Doing Nothing

On the flip side, failing to invest in people is costly:

  • S. businesses lose up to $1 trillion annuallydue to voluntary turnover, much of it driven by lack of growth opportunities (Gallup).
  • Disengaged employees cost organizations 18% of their annual salaryin lost productivity.
  • Poor collaboration and communication in teams account for 86% of workplace failures, according to Salesforce research.

When organizations neglect professional growth or allow team dysfunction to go unaddressed, the result is high turnover, low morale, and underperformance—all of which erode business value over time.

 

Building for the Long Game

The organizations that rise above these challenges are those that commit to long-term investment in their people. They don’t just train—they coach, mentor, and create structures for team learning. They go beyond job descriptions to understand how individuals think, problem-solve, and contribute to group dynamics.

Understanding work style differences, communication preferences, and stress patterns isn’t just a team-building exercise—it’s strategic alignment. When people understand each other, trust builds. With trust, you get speed, resilience, and results.

 

Final Thought: It’s Not Just Strategy—It’s Culture

The strongest companies don’t view people development as a one-off workshop or a checkbox on the HR agenda. They embed it into their culture.

They ask:

  • Are we helping our people grow?
  • Do our teams work in alignment or in silos?
  • Are we building a culture of trust, accountability, and continuous improvement?

When the answer is yes, the dividends are real—and measurable.

The return on investing in people is exponential. When you build a culture where individuals grow and teams thrive, you don’t just weather change—you lead through it.

Lighthouse Consulting Partners, LLC

Testing Division provides a variety of talent management services, including in-depth work style personality assessments for new hires, staff development and team building. Lighthouse provides these assessments  in 19 different languages along with offering skills testing, leadership and management coaching and offer a variety of workshops including team building and interview skills.

Business Consulting for Higher Productivity Division provides professional coaching, stress management workshops, sales and customer service training, negotiation skills, leadership training, staff planning, operations, and much more.

For more information on our services, please go to www.lighthouseconsulting.com or contact us at Info@LighthouseConsulting.com.

Permission is needed from Lighthouse Consulting Partners, LLC to reproduce any portion provided in this article © 2025

Why Defining Your Culture is An Important Step in Your Interview Strategy

By Patty Crabtree CEO, Lighthouse Consulting Partners LLC

Company culture is more than a buzzword—it’s the heartbeat of your organization. It defines how people interact, make decisions, resolve conflict, and contribute to shared goals. When culture is clearly defined and intentionally nurtured, it becomes a powerful magnet for attracting and retaining the right people. Yet too often, culture is left vague or unspoken especially during the hiring process. This is a missed opportunity.

When organizations clearly define their culture, they are better equipped to identify candidates who will thrive—not just survive—within it. Culture fit doesn’t mean hiring people who all think alike. It means hiring individuals whose values and working styles align with the way your team operates and grows together. Do you value transparency, initiative, collaboration, or curiosity? Do you have a fast-paced, high-autonomy environment or a more structured, process-driven approach? Candidates should know what they’re stepping into—and you should know how they will respond to it.

Incorporating culture into your interview strategy helps make these insights actionable. Instead of relying solely on resumes and credentials, interviews become a two-way dialogue that explores mutual fit. When you ask candidates behavioral questions that reflect your culture, you gain deeper insights into how they might contribute to—and shape—your workplace dynamic. Questions like, “Tell me about a time you received feedback that was hard to hear. How did you respond?” or “Describe a time you had to navigate a difficult team dynamic” reveal how someone handles the real situations your team faces every day.

Your culture should also inform how you interpret responses. For example, in a culture that values bold innovation, you might celebrate risk-taking and resilience even in the face of failure. In a culture that emphasizes precision and accountability, you may be more focused on how candidates ensure quality and prevent errors.

Equally important is transparency. Being honest about your culture—its strengths and its quirks—builds trust and prevents costly misalignment down the line. When candidates know what to expect, they can self-select into the opportunity for the right reasons.

Ultimately, defining your culture and using it to shape your interview strategy ensures you’re not just hiring for skills, but for lasting success. It helps build teams that collaborate with ease, lead with integrity, and reflect the core values that drive your organization forward. In today’s competitive talent market, a clear and consistent culture isn’t just a differentiator—it’s a strategic advantage.

Lighthouse Consulting Partners, LLC

Testing Division provides a variety of services, including in-depth work style & personality assessments for new hires, staff development and team building. LCP can provide these assessments  in 19 different languages along with offering skills testing, leadership and management coaching and offer a variety of workshops – team building, communication.

Business Consulting for Higher Productivity Division provides stress & time management workshops, sales & customer service training and negotiation skills, leadership training, staff planning, operations, refining a remote work force and much more.

For more information on our services, please go to www.lighthouseconsulting.com or contact us at Info@LighthouseConsulting.com.

Permission is needed from Lighthouse Consulting Partners, LLC to reproduce any portion provided in this article. © 2025