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In this episode live from TalentSphere, we talk with our guest Kyle Lagunas Founder of Kyle & Co about what AI interviewers are, how they are being used in real hiring processes, and what risks companies face if they deploy them without structure or governance. We break down independent research evaluating 12 AI interviewer platforms, explain why inconsistent implementation creates legal and ethical exposure, and outline how to use AI in interviews responsibly. If you are asking whether AI interviewers are worth it, compliant, or fair, or you like to listen to people who randomly break out in song this conversation is for you.
Keep up with Kyle on LinkedIn: https://www.linkedin.com/in/kylelagunas
Link to Kyle & Co research report: https://resources.kyleandco.com/CategoryCompass_AIInterviewers
Key Takeaways
AI interviewers are rapidly emerging across screening and technical interviews.
Video avatar AI is less common and often disliked by candidates.
Voice-based AI is generally perceived as more natural and acceptable.
There is no single best AI interviewer; tools vary by use case.
Some tools are built for high volume yes or no screening, others for advanced behavioral probing.
Inconsistent deployment across teams increases legal and compliance risk.
Automated candidate disposition based solely on AI can create liability if not tightly governed.
Strong client success and implementation support differentiates vendors.
AI interviewers can improve structure by preventing off-script or biased questioning.
The teams that succeed with AI optimize their process before automating it.
Timestamps
00:00 Why AI interviewers are emerging now
01:07 Researching 12 AI interviewer platforms
02:33 Candidate reactions to video versus voice AI
03:00 Different types of AI interviewer use cases
04:00 Why there is no best in class tool
04:41 Legal and liability concerns in AI interviews
05:09 Using AI in a highly human centric process
06:22 Inconsistent deployment and startup risk
07:48 Automated disposition and governance issues
08:44 Process optimization before automation
Keywords
AI interviewers
AI in hiring
automated interviews
candidate experience
hiring compliance
HR technology research
structured interviews
automated candidate screening
AI governance in HR
talent acquisition technology
In this episode, we chat with our guest Natalie Stones Co-Founder of Talent Collective and creator of the Talent Sphere event about how to design a conference that people actually want to attend. We break down what makes a retreat-style conference different from traditional large industry events, how to build practitioner-led sessions that deliver real takeaways, and how to create an environment where talent acquisition leaders can learn, connect, and leave refreshed instead of burned out.
Key Takeaways
The concept was built around creating an event the founder wished already existed.
A retreat-style conference can still deliver serious business value.
Practitioner-led sessions create more relevant and current insights.
Speakers are selected based on real, current experience in the role.
First-time speakers can add fresh perspectives when given a safe space.
Smaller, curated groups create deeper connections than large expos.
Wellness elements can enhance learning without sacrificing business outcomes.
Sponsors can lead solution-focused sessions without doing product demos.
Bundling hotel and ticket pricing simplifies the business case for employers.
Providing structured session notebooks increases practical implementation after the event.
Follow Natalie on LinkedIn: https://www.linkedin.com/in/nataliestones/
Check out Talent Collective: https://www.talentcollectiveco.com/
Timestamps
00:00 Why create a retreat style conference
02:11 How venue and environment shape the experience
03:00 Why practitioner led sessions matter
03:51 What makes a strong conference speaker
05:31 Adding wellness without losing business value
07:28 Why smaller conferences create stronger connections
08:08 Key differences from the first year
09:39 How to justify attendance to your employer
11:19 Building real training and team learning
12:02 Intentional swag and thoughtful attendee experience
Keywords
retreat style conference
talent acquisition conference
practitioner led sessions
conference planning strategy
talent collective community
conference business case
small curated events
wellness at conferences
sponsor integration strategy
TA leader networking
Fake candidates are no longer rare headlines. They are a growing risk in remote hiring. In this episode, you will learn why hiring fraud is increasing, how AI is making it easier to fake qualifications, what whisper coaching and proxy interviews look like in real time, and how to protect your company without turning interviews into interrogations. You will walk away with practical guardrails, clear red flags to watch for, and a reminder that structured interviews and strong follow-up questions are still your best defense.
Key Takeaways:
Why one in three hiring managers report encountering fake candidates
How remote hiring removes natural identity verification moments
The difference between acceptable AI assistance and employment fraud
What whisper coaching is and how it shows up in interviews
How proxy interviews and identity swaps happen
Early interview red flags such as polished but shallow answers
Why organized hiring fraud can create serious system access risk
How to use structured interviews to expose inconsistencies
Why documentation and cross-interviewer visibility matter
How to design hiring processes that make fraud harder without harming candidate experience
Timestamps:
00:00 Why structured interviews still matter
01:10 Hiring fraud statistics and growth
02:00 How remote hiring changed verification
05:00 Who benefits from fake candidates
09:00 Organized fraud and system risk
12:30 What whisper coaching looks like
14:00 Application stage red flags
18:00 Early interview warning signs
23:00 Inconsistencies across interview rounds
29:00 Building guardrails that prevent fraud
Keywords:
Hiring fraud
Fake candidates
Deepfake interviews
Whisper coaching
Proxy interview
AI in hiring
Structured interviews
Follow-up questions
Identity verification
Remote hiring
AI is everywhere in hiring, but it’s not fixing broken processes — it’s accelerating them. In this episode, we break down how AI actually shows up in the hiring process, what it amplifies on both the candidate and company side, and why blaming the tool misses the real issue. You’ll learn where candidates unintentionally hurt themselves using AI, where companies break trust with automation, and how to use AI in ways that improve hiring without sacrificing judgment, fairness, or candidate experience.
Key takeaways
- AI is not good or bad; it amplifies the quality of your existing hiring process
- Strong interview structure and trained interviewers make AI more effective
- Candidates should use AI, but unedited, copy-paste outputs are easy to spot
- If AI rewrites your experience so well you can’t explain it, you’re setting yourself up to fail
- Using live AI during interviews can lead to poor hiring matches and distrust
- Generic, AI-written job descriptions weaken employer brand and clarity
- Automated rejections without human review damage trust and miss great talent
- AI-generated interview questions often produce canned, low-signal answers
- The safest, highest-value AI uses are scheduling and interview note-taking
- Interview training and process design matter more than adding new tools
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In this episode, you’ll learn how common interview “icks” subtle phrases, behaviors, and broken processes quietly push great candidates away. We break down the most frequent red flags candidates notice instantly, why they happen, and how hiring teams can fix them using one simple principle: if it would feel weird for a candidate to do it, don’t do it as an interviewer. You’ll walk away with practical ways to create interviews that feel respectful, human, and effective for both sides.
Key takeaways:
Why certain interview phrases instantly signal bad culture
How vague corporate language creates mistrust with candidates
The most damaging interviewer behaviors candidates never forget
Why treating interviews like therapy sessions backfires
How body language and distractions change power dynamics
The hidden process flaws that create anxiety and drop-off
Why surprise panels and group interviews hurt performance
The real impact of unpaid homework assignments
How salary secrecy wastes time for everyone
Candidate behaviors that unintentionally hurt their chances
Timestamps:
00:00 What interview “icks” really mean
01:17 Why candidate experience affects offer acceptance
01:41 The four categories of interview icks
02:34 Phrase icks and verbal red flags
08:17 Behavior icks interviewers overlook
13:28 Process icks hiding in plain sight
15:08 Surprise interviews and group interviews
16:41 Homework assignments and free labor
19:31 Salary transparency and late-stage surprises
22:10 Candidate behaviors that give interviewers the ick
Keywords:
interview icks
bad interview experiences
hiring mistakes
candidate experience
interviewer behavior
interview process problems
salary transparency
job interview red flags
hiring best practices
recruiting mistakes
Many hiring teams think interviews are just conversations, but poor interviewer behavior can actively push away top candidates and damage employer brand. In this episode, you’ll learn how common interviewer mistakes hurt hiring outcomes, how candidates actually interpret interview behavior, and what separates red flag interviewers from high-quality hiring managers who create strong candidate experiences and better hiring decisions.
Key Takeaways
Negative interview experiences directly impact acceptance rates and employer reputation
Most bad interviewer behavior comes from lack of training, not bad intent
Talking too much prevents real candidate evaluation
Power dynamics and ego damage trust and candidate perception
Rapid-fire questioning creates stress but doesn’t improve hiring accuracy
Non-job-related or illegal questions create legal and brand risk
Candidates share negative experiences far more often than positive ones
The best interviews feel like two-way conversations, not interrogations
Preparation and presence signal respect and professionalism
Transparency about process and role increases candidate trust and acceptance
Timestamps
00:00 Real example of inappropriate interview question
01:18 Why interviewer behavior impacts hiring outcomes
01:33 The four bad interviewer types overview
01:54 The Rambler explained
03:38 The Power Tripper explained
06:00 The Interrogator explained
08:39 The Walking Red Flag explained
11:33 What makes a green flag hiring manager
15:24 Why candidates remember interview experiences long term
18:24 Real candidate stories and interview mistakes
Top Keywords
interview mistakes
bad interviewers
candidate experience
hiring manager training
illegal interview questions
how to interview candidates
interview red flags
interview best practices
employer brand interviews
improving hiring decisions
A bad interview doesn’t just lose candidates — it damages your employer brand, your reputation, and your future hiring pipeline. In this episode, we break down the four most common types of interviewers who unintentionally (and sometimes intentionally) sabotage the interview process: the Rambler, the Power Tripper, the Interrogator, and the Walking Red Flag.
Through real stories, hard data, and firsthand experience, we unpack why these interviewer behaviors persist, how they show up in real interviews, and what they signal to candidates about company culture. We also flip the script and define what a green flag hiring manager actually looks like — and how small behavior changes can dramatically improve hiring outcomes, candidate experience, and long-term trust.
If you hire people, interview candidates, or coach hiring managers, this episode is your field guide.
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