In this bonus episode, Aoife O'Brien breaks down the key insights from her conversation with Rebecca Hines about AI, productivity, and human judgment at work. If you haven't caught the full interview yet, this is your highlight reel, and a great reason to go back and listen to our chat.

What we Cover

The AI Productivity Paradox Why individual productivity gains from AI aren't translating into gains at the team, department, or organisational level.

"Bot-sitting" vs. "Bot-shitting" Individuals report gaining back roughly 11 hours a week from AI tools, but a large chunk of that time goes into "bot-sitting": feeding context, cleaning up outputs, and re-prompting. When fatigue sets in, bot-sitting can tip into "bot-shitting", shipping unchecked, unverified AI output (aka AI slop).

What Should AI Actually Be Used For? A look at the "jagged frontier" of AI capability, where it can excel at complex tasks yet stumble on simple ones, and why testing the boundaries (including AI immersion weeks) helps clarify where it genuinely adds value.

Your "Secret Sauce" Why doubling down on what you're uniquely capable of, your human judgment, expertise, and critical thinking, matters more as AI takes on more of the routine work.

Generalist vs. Specialist Why deep domain expertise, not broad generalist knowledge, is what lets you meaningfully challenge and question AI output.

Blame and Responsibility The danger of outsourcing judgment (and blame) to AI, and why humans remain accountable for anything shipped, AI-assisted or not.

The Context Problem Why generic AI tools lack your organization's unique context, and why it matters to actively challenge AI outputs rather than accepting the first answer, especially since AI is often designed to tell you what you want to hear.

Defining "What Good Looks Like" Why so few of us have clearly defined what a good outcome actually looks like in our roles, and how AI itself can be used as a thinking partner to help define it.

Connect with Aoife O’Brien | Host of Happier at Work®:

• Website
• LinkedIn
• YouTube

Connect with Rebecca Hinds | Author & Head of the Work AI Institute at Glean:

• LinkedIn
• Website

Resources & Episodes You’ll Love:

Episode 192: The Power of AI in Behind the Scenes Workflows with Aoife O’Brien

Episode 251: How I Use AI in my Business and Personal life with Aoife O’Brien

Episode 296: Learning in the Age of AI with Damon Lembi

About Happier at Work

Happier at Work is the podcast for business leaders who want to create meaningful, human-centric workplaces. Hosted by Aoife O’Brien, the show explores leadership, career clarity, imposter syndrome, workplace culture, and employee engagement — helping you and your team thrive.

If you enjoy podcasts like WorkLife with Adam Grant, The Happiness Lab, or Squiggly Careers, you’ll love Happier at Work.

Join Aoife O’Brien for weekly insights on leadership, workplace culture, career clarity, imposter syndrome, and creating work that works for you.

Editing by Amanda Fitzgerald.

Website: https://happieratwork.ie LinkedIn: https://www.linkedin.com/in/aoifemobrien/ YouTube: https://www.youtube.com/@HappierAtWorkHQ

Mentioned in this episode:

Thriving Talent book - out now

Book

Are you making the most out of AI at work, or is it leaving you overwhelmed?

In this thought-provoking episode of the Happier at Work podcast, Aoife O'Brien sits down with Rebecca Hinds, leader of the Work AI Institute at Glean, to explore the cutting edge of artificial intelligence in the workplace. Drawing from the latest findings in Glean’s AI Work Index Report, Rebecca unpacks the paradox between the promise of AI-driven productivity and the reality of ‘bot sitting’ and ‘bot shitting’, the new workplace phenomena everyone is talking about.

Together, they delve into what organisations and individuals are doing right and wrong with AI, and share practical strategies for harnessing its true potential without succumbing to overwhelm.

In This Episode, You’ll Discover:

• The paradox of AI at work: why 75% of digital workers report productivity gains, but only 13% of organisations see significant benefits.
• The cognitive fatigue and overwhelm that can result from over-reliance on AI, and practical ways to combat it.
• Why context and human judgment are vital, especially when using AI to support domain expertise rather than replace it.

Related Topics Covered:

Human Impact, Overwhelm at Work, Personal Development

Connect with Aoife O’Brien | Host of Happier at Work®:

• Website
• LinkedIn
• YouTube

Connect with Rebecca Hinds | Author & Head of the Work AI Institute at Glean:

• LinkedIn
• Website

Resources & Episodes You’ll Love:

Episode 192: The Power of AI in Behind the Scenes Workflows with Aoife O’Brien

Episode 251: How I Use AI in my Business and Personal life with Aoife O’Brien

Episode 296: Learning in the Age of AI with Damon Lembi

About Happier at Work®

Happier at Work® is the podcast for business leaders who want to create meaningful, human-centric workplaces. Hosted by Aoife O’Brien, the show explores leadership, career clarity, imposter syndrome, workplace culture, and employee engagement — helping you and your team thrive.

If you enjoy podcasts like WorkLife with Adam Grant, The Happiness Lab, or Squiggly Careers, you’ll love Happier at Work®.

Join Aoife O’Brien for weekly insights on leadership, workplace culture, career clarity, imposter syndrome, and creating work that works for you.

Editing by Amanda Fitzgerald.

Website: https://happieratwork.ie LinkedIn: https://www.linkedin.com/in/aoifemobrien/ YouTube: https://www.youtube.com/@HappierAtWorkHQ

Mentioned in this episode:

Thriving Talent book - out now

Book

Are you a people-pleasing boss, or working for one?

In this solo episode of the Happier at Work podcast, Aoife O'Brien delves into the challenges and pitfalls of people-pleasing leadership, a topic sparked by her recent trip across the US and conversations with managers and employees alike. Drawing from relatable scenarios and personal experience, Aoife unpacks why leaders who strive to be liked at all costs often undermine both their team’s effectiveness and their own authority. She provides insights into how these behaviours can lead to unresolved conflict, overwhelmed teams, blurred boundaries, and a lack of clarity in decision-making.

In This Episode, You’ll Discover:

1. Signs you might be a people-pleasing boss or are working for one.
2. Why conflict avoidance and the inability to say “no” can damage team effectiveness and morale.
3. The cost of always saying “yes”: from overloaded teams to resentful employees.
4. The importance of making and communicating decisions clearly, even if not everyone is happy with the outcome.

Related Topics Covered:

Boundaries, Role Models at Work, Personal Development

Connect with Aoife O’Brien | Host of Happier at Work®:

1. Website
2. LinkedIn
3. YouTube

Related Episodes You’ll Love:

Episode 228: Fostering Genuine Curiosity and Building Trust at Work with Julie Pham.

About Happier at Work®

Happier at Work® is the podcast for business leaders who want to create meaningful, human-centric workplaces. Hosted by Aoife O’Brien, the show explores leadership, career clarity, imposter syndrome, workplace culture, and employee engagement — helping you and your team thrive.

If you enjoy podcasts like WorkLife with Adam Grant, The Happiness Lab, or Squiggly Careers, you’ll love Happier at Work®.

Editing by Amanda Fitzgerald.

Website: https://happieratwork.ie LinkedIn: https://www.linkedin.com/in/aoifemobrien/ YouTube: https://www.youtube.com/@HappierAtWorkHQ

Mentioned in this episode:

Thriving Talent book - out now

Book

In this bonus episode, Aoife gives her key takeaways from her conversation with Dr. Shirley Kavanagh, executive coach, team facilitator, and PhD researcher, on how individuals and organisations can create genuine impact and value at work, especially in a world of constant change and distraction.

Key Takeaways

1. Know what drives your business

Whether you're in HR, a support function, or any other role, understanding the commercial drivers, KPIs, and performance metrics of your organisation is how you earn credibility and a seat at the table. You can't demonstrate value if you don't know what the business is measuring.

2. Always ask: where's the value here?

Before diving into any new initiative, tool, or project, pause and ask: what are we actually trying to achieve? Who benefits? What is the impact? This discipline applies whether you're an individual contributor, a team leader, or a senior executive.

3. Give yourself permission to pause

In a world of relentless busyness, the pause is a superpower. Stepping back, even briefly, to reassess direction, priorities, and purpose is not a sign of weakness. It's a mark of strong leadership.

4. AI is a tool, not a friend

Generative AI can save time, but it requires significant human input, review, and judgement. As Shirley puts it: AI doesn't care about you. Be aware of its limitations, particularly around nuance, emotional intelligence, and context.

5. Course correction is a strength

Just because a decision was made doesn't mean you have to stick with it. Revisiting priorities as circumstances change, and being honest when something isn't working, takes courage, but it's essential for effective leadership today.

6. After action reviews still matter

Taking time after a project or initiative to honestly assess what worked, what didn't, and what you'd do differently is one of the most underused disciplines in organisations. It's not about blame, it's about learning.

7. Cognitive diversity makes teams stronger

Having people with genuinely different perspectives, experiences, and ways of thinking in the room will challenge your ideas, and that's exactly the point. The best outcomes come from teams willing to have courageous conversations.

8. Happiness at work evolves

What makes us happy at work shifts throughout our careers, from relationships and money early on, to purpose and impact later. Taking stock of where you are now, and what actually matters to you, is worth doing regularly.

Connect with Aoife O’Brien | Host of Happier at Work®:

• Website
• LinkedIn
• YouTube

Connect with Dr. Shirley Kavanagh | Executive Advisor, Shirley Kavanagh Consulting:

• LinkedIn
• Website

Resources & Episodes You’ll Love:

Glean Research

Episode 195: Workplace Culture Dynamics: Creating a Positive Work Environment with Caroline Collins

Episode 236: Navigating Uncertainty in Leadership with Maggie Jackson

Episode 228: Fostering Curiosity and Building Trust at Work with Julie Pham

About Happier at Work

Happier at Work is the podcast for business leaders who want to create meaningful, human-centric workplaces. Hosted by Aoife O’Brien, the show explores leadership, career clarity, imposter syndrome, workplace culture, and employee engagement — helping you and your team thrive.

If you enjoy podcasts like WorkLife with Adam Grant, The Happiness Lab, or Squiggly Careers, you’ll love Happier at Work.

Join Aoife O’Brien for weekly insights on leadership, workplace culture, career clarity, imposter syndrome, and creating work that works for you.

Editing by Amanda Fitzgerald.

Website: https://happieratwork.ie LinkedIn: https://www.linkedin.com/in/aoifemobrien/ YouTube: https://www.youtube.com/@HappierAtWorkHQ

Are you struggling to see the true value and impact of your work in today’s fast-paced environment?

In this episode of the Happier at Work podcast, Aoife O'Brien welcomes Dr. Shirley Kavanagh for a deep dive into creating real value and impact at work. Together, they explore how to align daily activities with desired business outcomes, the importance of discipline and pausing for reflection, and why HR practices need to be connected to business strategy. Shirley shares her journey from financial services to executive coaching and organisational development, drawing on her PhD research into how people practices are actually implemented in organisations. The conversation highlights the challenges of keeping up with rapid change, especially with new technologies like AI, and emphasises practical ways individuals and leaders can prioritise what truly matters.

In This Episode, You’ll Discover:

• The frequent disconnect between people (HR) practices and the real needs of the business.
• Key findings from Shirley’s PhD research: the different ways line managers implement or adapt HR practices like appraisals, and why “translation” can add value.
• The necessity for HR professionals to deeply understand business drivers, KPIs, and strategy to earn credibility and influence at the decision-making table.
• How to articulate the impact and value of HR or other support functions, especially when seeking investment and support from leadership.

Related Topics Covered:

Human Connection, AI in the Workplace, Diversity at Work

Connect with Aoife O’Brien | Host of Happier at Work®:

• Website
• LinkedIn
• YouTube

Connect with Dr. Shirley Kavanagh | Executive Advisor, Shirley Kavanagh Consulting:

• LinkedIn
• Website

Resources & Episodes You’ll Love:

Glean Research

Episode 195: Workplace Culture Dynamics: Creating a Positive Work Environment with Caroline Collins

Episode 236: Navigating Uncertainty in Leadership with Maggie Jackson

Episode 228: Fostering Curiosity and Building Trust at Work with Julie Pham

About Happier at Work®

Happier at Work® is the podcast for business leaders who want to create meaningful, human-centric workplaces. Hosted by Aoife O’Brien, the show explores leadership, career clarity, imposter syndrome, workplace culture, and employee engagement — helping you and your team thrive.

If you enjoy podcasts like WorkLife with Adam Grant, The Happiness Lab, or Squiggly Careers, you’ll love Happier at Work®.

Join Aoife O’Brien for weekly insights on leadership, workplace culture, career clarity, imposter syndrome, and creating work that works for you.

Editing by Amanda Fitzgerald.

Website: https://happieratwork.ie LinkedIn: https://www.linkedin.com/in/aoifemobrien/ YouTube: https://www.youtube.com/@HappierAtWorkHQ

Mentioned in this episode:

Thriving Talent book - out now

Book

Have you ever wondered what it’s really like to work, travel, and connect across America?

In this solo episode of the Happier at Work podcast, Aoife O'Brien returns from a five-and-a-half-week US book tour with eye-opening reflections on American culture, workplace mindsets, and what unites us all as humans. She shares her honest observations on wealth disparities, the vastness of the country, technological innovations, and how open people in the US are to new connections, including stories that led to unexpected opportunities and meaningful relationships.

Aoife also digs into the universality of workplace concerns, revealing that despite cultural and political differences, we all seek security, connection, and a sense of purpose at work.

In This Episode, You’ll Discover:

• The “pay it forward” culture that supports newcomers and fosters supportive professional communities.
• Insights into the variety of political opinions across states and how people navigate sharing their views.
• Universal workplace concerns: job security, team support, personal growth, and the impact of AI on work.
• The realisation that challenges around purpose, connection, and security are not unique to any one country, they’re truly shared human experiences.

Related Topics Covered:

Human Openness & Connection, Technology, Engagement

Connect with Aoife O’Brien | Host of Happier at Work®:

• Website
• LinkedIn
• YouTube

Related Episodes You’ll Love:

Episode 228: Fostering Genuine Curiosity and Building Trust at Work with Julie Pham.

About Happier at Work®

Happier at Work® is the podcast for business leaders who want to create meaningful, human-centric workplaces. Hosted by Aoife O’Brien, the show explores leadership, career clarity, imposter syndrome, workplace culture, and employee engagement — helping you and your team thrive.

If you enjoy podcasts like WorkLife with Adam Grant, The Happiness Lab, or Squiggly Careers, you’ll love Happier at Work®.

Editing by Amanda Fitzgerald.

Website: https://happieratwork.ie LinkedIn: https://www.linkedin.com/in/aoifemobrien/ YouTube: https://www.youtube.com/@HappierAtWorkHQ

Mentioned in this episode:

Thriving Talent book - out now

Book

In this bonus episode, Aoife gives the key insights from her conversation with Gráinne Earley, Director of Employee Experience Solutions at Fuel HQ. Gráinne brings a background in performing arts and events into the world of work, and that creative lens shapes everything she does. This bonus episode pulls out the most important insights so you can put them straight into practice.

🔑Employee experience is everything, every single touchpoint an employee has from the day they join a company to the day they leave. It's not just the parties and the perks. It's the way someone is greeted at reception, the quality of their onboarding, whether their manager knows their name and their preferences, whether they feel recognised and like they matter as an individual.

🔑 First impressions have a long tail. A poor onboarding experience doesn't just create a bad first week — it actively reduces how long someone will stay.

🔑 One size fits all is the baseline, not the goal. You might capture 60 or 70 percent of people with general initiatives, but employees today expect to be seen as individuals.

🔑 Speed matters as much as personalisation right now. The big trend Gráinne is watching isn't just individualisation, it's the expectation that things move quickly.

🔑 Presence beats duration every time. Leaders often feel they don't have the time for connection, but a fully present 15-minute check-in is worth far more than an hour where you're half-distracted.

Connect with Aoife O’Brien | Host of Happier at Work®:

• Website
• LinkedIn
• YouTube

Connect with Gráinne Earley | Employee Experience Director at FUEL:

• LinkedIn

Related Episodes You’ll Love:

Episode 262: Foster Connection using Compassionate Leadership with Jen Marr

Episode 260: How to Make Work Meaningful with Zach Mercurio

About Happier at Work

Happier at Work is the podcast for business leaders who want to create meaningful, human-centric workplaces. Hosted by Aoife O’Brien, the show explores leadership, career clarity, imposter syndrome, workplace culture, and employee engagement — helping you and your team thrive.

If you enjoy podcasts like WorkLife with Adam Grant, The Happiness Lab, or Squiggly Careers, you’ll love Happier at Work.

Join Aoife O’Brien for weekly insights on leadership, workplace culture, career clarity, imposter syndrome, and creating work that works for you.

Editing by Amanda Fitzgerald.

Website: https://happieratwork.ie LinkedIn: https://www.linkedin.com/in/aoifemobrien/ YouTube: https://www.youtube.com/@HappierAtWorkHQ

Mentioned in this episode:

Thriving Talent book - out now

Book

How can leaders shape meaningful moments that create lasting impact on the employee experience?

In this insightful episode of the Happier at Work podcast, Aoife O'Brien is joined by Gráinne Earley, Director of Employee Experience Solutions at FUEL, to dive deep into what employee experience truly means, from both a leadership and organisational perspective. Gráinne draws on her creative background in events and performing arts to illustrate how intentional touchpoints, big and small, shape workplace culture, drive engagement, and enhance retention. Together, they explore the critical role of leaders in moving beyond “just HR’s job,” offering practical advice for bringing joy, recognition, and genuine care to every stage of the employee life cycle.

In This Episode, You’ll Discover:

• Why employee experience goes far beyond HR initiatives, it's every single touchpoint from day one to the final goodbye
• How first impressions (both at onboarding and in everyday office moments) can make or break long-term engagement and retention
• Why creating a great employee experience is a whole-organisation effort, not something you can hand off to HR alone
• The role of meaningful recognition and celebration in keeping employees engaged well after the honeymoon period fades

Related Topics Covered:

Role Models at Work, Artificial Intelligence, Human Connection

Connect with Aoife O’Brien | Host of Happier at Work®:

• Website
• LinkedIn
• YouTube

Connect with Gráinne Earley | Employee Experience Director at FUEL:

• LinkedIn

Related Episodes You’ll Love:

Episode 262: Foster Connection using Compassionate Leadership with Jen Marr

Episode 260: How to Make Work Meaningful with Zach Mercurio

About Happier at Work®

Happier at Work® is the podcast for business leaders who want to create meaningful, human-centric workplaces. Hosted by Aoife O’Brien, the show explores leadership, career clarity, imposter syndrome, workplace culture, and employee engagement — helping you and your team thrive.

If you enjoy podcasts like WorkLife with Adam Grant, The Happiness Lab, or Squiggly Careers, you’ll love Happier at Work®.

Join Aoife O’Brien for weekly insights on leadership, workplace culture, career clarity, imposter syndrome, and creating work that works for you.

Editing by Amanda Fitzgerald.

Website: https://happieratwork.ie LinkedIn: https://www.linkedin.com/in/aoifemobrien/ YouTube: https://www.youtube.com/@HappierAtWorkHQ

Mentioned in this episode:

Thriving Talent book - out now

Book

Have you ever let nerves or setbacks stop you from reaching your next big goal?

In this solo episode of the Happier at Work podcast, Aoife O'Brien offers an honest, behind-the-scenes look at her US book tour for "Thriving Talent." Broadcasting from San Francisco, Aoife shares both the exciting highlights and the unseen struggles of traveling alone, everything from logistical headaches and moments of isolation to being featured in Forbes. She dives into a personal story about overcoming her hesitation to drive in the US again, using the metaphor of navigating challenging roads (literally and figuratively) for the kinds of setbacks we all encounter in our careers.

Forbes article: https://www.forbes.com/sites/aparnarae/2026/05/13/employee-engagement-hit-a-10-year-low-the-problem-isnt-people---its-organizational-systems/

In This Episode, You’ll Discover:

1. The reality behind high-visibility work, and what social media doesn’t show about travel, loneliness, and logistical challenges.
2. How nervousness and setbacks can signal growth opportunities and what to do when you want to give up.
3. Practical encouragement to reflect on your own barriers at work.

Related Topics Covered:

Overcoming Challenges, Confidence at Work, self-doubt

Connect with Aoife O’Brien | Host of Happier at Work®:

1. Website
2. LinkedIn
3. YouTube

Related Episodes You’ll Love:

Episode 300: How Great Leaders Build Thriving Teams with Bhushan Sethi

About Happier at Work®

Happier at Work® is the podcast for business leaders who want to create meaningful, human-centric workplaces. Hosted by Aoife O’Brien, the show explores leadership, career clarity, imposter syndrome, workplace culture, and employee engagement — helping you and your team thrive.

If you enjoy podcasts like WorkLife with Adam Grant, The Happiness Lab, or Squiggly Careers, you’ll love Happier at Work®.

Editing by Amanda Fitzgerald.

Website: https://happieratwork.ie LinkedIn: https://www.linkedin.com/in/aoifemobrien/ YouTube: https://www.youtube.com/@HappierAtWorkHQ

Mentioned in this episode:

Thriving Talent book - out now

Book

In this bonus episode, Aoife shares the key takeaways from her conversation with Matthew Cook, co-founder of The Shift, a learning and culture consultancy dedicated to helping organisations create environments where people can flourish. Matt brings a fascinating perspective shaped by a background in philosophy and advertising before finding his true calling in people and culture.

Together, Aoife and Matt explore what employees should really expect from their workplaces beyond the signed contract, how leaders shape the culture their teams experience every day, and why so many of the systems and structures we've inherited at work are simply no longer fit for purpose. It's a rich, honest conversation that challenges some of the most deeply embedded assumptions about how organisations operate.

Here are some of the key insights:

🔑Employees today are far more aware of everything being asked of them — not just what's written in their contract, but the full picture of the employer-employee relationship. Matt argues this shift toward greater consciousness isn't a bad thing, but it does mean organisations need to be far more intentional about building connection, belonging, and psychological safety, rather than assuming goodwill or discretionary effort will simply show up.

🔑The common expectation that employees must already be operating at the next level before being considered for promotion often breeds resentment — by the time the promotion arrives, the excitement is gone. Matt makes the case for promoting based on potential, with the right support structures in place, as a far more powerful driver of loyalty and engagement.

🔑Matt's research found that 48% of managers feel too busy to manage effectively, and 72% don't ask for support. Managers are being squeezed from every direction, expected to deliver results while also showing up as coaches, emotional supports, and culture carriers. The fix, Matt suggests, isn't always more training — often the real issue is structural, and organisations need to give managers the time and space to actually do the job well.

🔑From organisational structures to values to progression frameworks, the majority of what shapes culture in organisations was never intentionally chosen — it was simply inherited from how companies have always been run. Matt's core argument is that leaders need to interrogate these defaults with fresh eyes, asking whether each element is genuinely fit for purpose today, rather than assuming that because something has always been done a certain way, it must still be the right way.

Connect with Aoife O’Brien | Host of Happier at Work®:

• Website
• LinkedIn
• YouTube

Connect with Matthew Cook | Co-founder of The Shift:

• Website
• LinkedIn

Related Episodes You’ll Love:

Ep 289: Leadership Choices that Define your Culture

Ep. 267: Creating a Positive Workplace

About Happier at Work

Happier at Work is the podcast for business leaders who want to create meaningful, human-centric workplaces. Hosted by Aoife O’Brien, the show explores leadership, career clarity, imposter syndrome, workplace culture, and employee engagement — helping you and your team thrive.

If you enjoy podcasts like WorkLife with Adam Grant, The Happiness Lab, or Squiggly Careers, you’ll love Happier at Work.

Join Aoife O’Brien for weekly insights on leadership, workplace culture, career clarity, imposter syndrome, and creating work that works for you.

Editing by Amanda Fitzgerald.

Website: https://happieratwork.ie LinkedIn: https://www.linkedin.com/in/aoifemobrien/ YouTube: https://www.youtube.com/@HappierAtWorkHQ

Mentioned in this episode:

Thriving Talent book - out now

Book