Happier At Work: Leadership, Culture, Performance

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:
Signs you might be a people-pleasing boss or are working for one.
Why conflict avoidance and the inability to say “no” can damage team effectiveness and morale.
The cost of always saying “yes”: from overloaded teams to resentful employees.
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®:
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 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