The Recruiting Brainfood Podcast

Brainfood Live On Air - Ep367 - Human Judgement vs AI Recommendation - What do we really mean by 'humans-in-the-loop'?

HUMAN JUDGEMENT VS AI RECOMMENDATION: WHAT 'HUMAN-IN-THE-LOOP' ACTUALLY MEAN?

 

AI is now embedded across sourcing, screening, matching, and interview scheduling. Yet one phrase keeps appearing in every vendor pitch and compliance policy: human-in-the-loop. But what does that actually mean in practice? In this livestream, “Human Judgement vs AI Recommendation – What does it really mean to say ‘human-in-the-loop’?”, we’ll examine how decisions are truly being made inside AI-enabled hiring workflows. When the algorithm scores, ranks, and recommends, where does human authority begin — and end?

 

This debate goes beyond tooling. It cuts to accountability, fairness, performance, and power.

 

What we’ll explore:

 

• The Meaning of “Human-in-the-Loop”: Is it oversight, veto power, rubber-stamping, or genuine decision control?
• Right of Veto: Should recruiters and hiring managers override AI recommendations — and under what conditions?
• The Return of Gut Feel: If humans retain final say, do bias and intuition simply re-enter through the back door? Would it be more honest to say it never left?
• The Comeback of Cultural Fit?
• Aggregate Fairness vs Individual Judgment: If machines outperform humans statistically, should we defer to them — even when a single case feels wrong?
• Liability and Accountability: When a hiring decision is challenged, who owns it — the recruiter, the hiring manager, or the model?
• Designing Decision Architecture: How to structure workflows where AI augments cognition without replacing responsibility.

 

The future of hiring will not be AI-only or human-only. It will be a system of delegated judgment. Recruiters, TA leaders, HR executives, and HR tech builders need clarity on how authority, bias, and performance interact inside that system. If you care about fairness, effectiveness, and control in AI-enabled hiring, this session will challenge assumptions and force sharper thinking about what “human-in-the-loop” truly requires.

 

We're on Friday 13th March, 2pm GMT. Register by clicking on the green button (save my spot) and follow the channel here (recommended)

 

 

 

Episode 367 is sponsored by Metaview

 

 

Are you ready to supercharge your recruiting teams performance?

 

Metaview’s AI Sourcing will feel like a cheat code. It’s the first autonomous AI coworker that goes off and does the search for you and brings back spot-on candidates based on your exact brief.

 

Here’s what recruiters have been saying about it:

 

“I don’t know how you did it, but Metaview’s AI Sourcing is absurdly good.”

 

Michael, Partner @ Super Recruiter

 

“Metaview’s AI Sourcing really helps with niche roles. It surfaces profiles I wouldn’t have found.”

 

Dea, TA Manager @ Miro

 

“So impressed by how Metaview’s AI Sourcing turns a natural language prompt into great profiles.”

 

Leslie, Recruiter @ Cockroach Labs

 

Metaview gives high-performance teams a genuine unfair advantage in hiring. Join teams like ElevenLabs, Deel, and Pleo — along with 4,000+ others — and try it for free today.

Brainfood Live On Air - Ep366 - The State of the TA / HR Job Market 2026 - Q1

THE STATE OF THE TALENT ACQUISITION & HR JOB MARKET Q 2026

 

The talent acquisition and HR profession is facing its own reckoning. After years of contraction, cautious hiring, automation investment, and cost discipline, the very functions built to fuel growth are now navigating scarcity themselves. In this livestream, The State of the Talent Acquisition & HR Job Market Q1 2026, we’ll unpack exclusive data from AspenTech Labs to examine what is really happening inside the TA and HR labor market. How deep are the cuts? Which roles are stabilising? Where is AI augmenting versus replacing? And what does this mean for practitioners planning their next move?

 

What we’ll cover:

 

• Three Years of Contraction
• The AI Effect
• Shrinking Teams, Expanding Scope:
• Which Roles Are Resilient:
• The Geography Shift
• Compensation Trends
• What Employers Want Now

 

TA and HR functions traditionally scale with expansion. In a prolonged slowdown, they are forced to justify value in sharper, more measurable terms. This session will translate AspenTech Labs’ data into practical insight: whether you’re a TA leader defending budget, an HR executive redesigning structure, or a practitioner navigating career risk. If you want clarity on where opportunity remains—and how to future-proof yourself in a leaner market—this conversation will provide the signal you need.

 

We're on Wednesday 11th March, 2pm GMT. Register by clicking on the green button (save my spot) and follow the channel here (recommended)

 

 

 

Episode 366 is sponsored by Oleo

 

AI is now used by 62% of companies for hiring, but rapid efficiency shouldn't come at the expense of fairness. Oleeo and Aptitude Research’s new report highlights a major gap: only 20% of employers have fully established AI governance frameworks, which can lead to unintended bias. To keep things fair and compliant, 85% of recruiters demand final decision-making authority.

 

Download 'Setting the Standard for Responsible AI: A Guide For Modern Recruiters' today to build a transparent, human-led strategy that uses AI responsibly.

Brainfood Live On Air - Ep365 - The Recruitment Advertising Benchmark Report 2026

THE RECRUITMENT ADVERTISING BENCHMARK REPORT 2026

 

The labor market story of 2026 cannot be told through a single headline. Behind the macro narrative of cooling growth lies a structural split that is reshaping how recruiting actually works. In this livestream, we’ll break down Joveo’s Recruiting Benchmarks Report 2026 and discuss 9x surge in applicant volume for some roles to the persistent drought in others, this session will translate benchmark data into practical strategy.

 

What we’ll cover:

 

• The 9x Applicant Avalanche
• Why More Applicants Doesn’t Mean Easier Hiring:
• The Occupational Split:
• Demand Intensity in Healthcare and Skilled Trades:
• Two Markets, Two Strategies:
• The Experience Cliff:
• Capability Over Credentials

Recruiters and recruitment marketers who continue to run one hiring process across two fundamentally different markets risk underperforming in both. This session will equip you with the insight to recalibrate metrics, rethink CPA obsession, and align strategy to the actual hiring environment you’re operating in. If you want to move from reactive benchmarking to intentional advantage in 2026, this is a conversation you cannot afford to miss.

 

We're on Friday 6th March, 2pm GMT. Register by clicking on the green button (save my spot) and follow the channel here (recommended)

 

 

Episode 365 is sponsored by Joveo

 

As the global leader in AI-powered, high-performance recruitment marketing, Joveo is transforming talent attraction and recruitment media buying for the world’s largest employers, staffing firms, RPOs, and media agencies. The Joveo platform enables businesses to attract, source, engage, and hire the best candidates on time and within budget.

 

Powering millions of jobs every day, Joveo’s AI-led recruitment marketing platform uses advanced data science and machine learning to dynamically manage and optimize talent sourcing and applications across all online channels, while providing real-time insights at every step of the job seeker journey, from click to hire.

 

For more information about Joveo’s award-winning platform and solutions, visit www.joveo.com.

Brainfood Live On Air - Ep364 - How to Hire in South Africa in 2026

HOW TO HIRE IN SOUTH AFRICA IN 2026

 

Friends, I am back in South Africa, in one of my favourite cities for one of my favourite conferences, Recruiters Unite!

 

As has become tradition, we're going to do a Brainfood Live on the day the event, to speak to local South African recruiters and discuss the main challenges in hiring in South Africa in 2026. We hope to share knowledge between local recruiters and increase awareness for outsiders on how things roll here in the Rainbow Nation!

 

A few things we'll cover:

• Macro hiring outlook for 2026
• Understanding South Africa’s labour law framework
• Employment Equity & B-BBEE in practice
• Permanent vs contract vs EOR models
• Compensation benchmarks & pay transparency trends
• Scarce skills and critical talent pipelines
• Remote and hybrid hiring dynamics
• Managing unionised environments
• Immigration and cross-border hiring
• Retention in a high-mobility market

All this and more, as we dive into the nuance of hiring in one of the most dynamic and complicated countries in Africa.

 

We're on Tuesday 3rd March, 12pm GMT / 2pm SAST Register by clicking on the green button (save my spot) and follow the channel here (recommended)

 

 

Ep364 is sponsored by Recruiters Unite

 

It's the event of the year for recruiters in South Africa. Get together with 400 local recruiters and a handful of brilliant experts from overseas and share knowledge as to how recruitment is working today and how it will work tomorrow.

 

Tickets here

Brainfood Live On Air - Ep383 - The AI in Hiring Report 2026

THE AI IN HIRING REPORT 2026

 

AI now shapes how candidates are discovered, evaluated, progressed, and hired. What began as productivity tooling has become a decision-making layer across the hiring funnel, influencing speed, fairness, quality, and outcomes at scale. As adoption accelerates, the focus has shifted from novelty to impact: what AI is actually doing inside hiring workflows, where it adds value, and where risk is emerging. This session brings those realities into the open, grounded in fresh data from Greenhouse’s 2026 report on the state of AI in recruitment.

 

The report investigates AI use across the full hiring funnel, including:

• Attraction & employer branding – how AI shapes job ads, messaging, and candidate reach • Sourcing – automation, matching, and talent rediscovery inside ATS platforms • Screening & shortlisting – CV parsing, skills inference, and early-stage decision support • Assessment & interviewing – structured interviews, note-taking, and signal consistency • Candidate experience – communication, feedback loops, and process transparency • Hiring decisions - how are candidates evaluated and how offers are personalised and shaped.

 

All this and more on Brainfood Live On Air.

 

We're on Friday 27th February, 2pm GMT. Follow the channel here (recommended) and click on the green button (save my spot) to reserve a place!

 

Ep363 is sponsored by Greenhouse

 

Want to dive deeper into the results of the Greenhouse AI In Hiring Survey?

Discover how hundreds of candidates, recruiters, and hiring managers feel about working with AI in 2026.

Read the key findings and actionable insights by downloading here:

Brainfood Live On Air - Ep362 - From Talent Acquisition to Talent Operations?

FROM TALENT ACQUISITION TO TALENT OPERATIONS is a forward-looking show for TA leaders who can feel the function changing - but need clarity on what it is becoming.

 

 

We’ll examine the rise of talent operations as a distinct capability, driven by automation across scheduling, screening, compliance, and workflow management. As logistics are increasingly handled by platforms and AI, the skills that matter inside TA are changing fast. Data literacy is no longer optional. Leaders must understand demand forecasting, funnel diagnostics, quality signals, and cost-to-hire at a systems level—not just at req level.

 

At the same time, employer branding is making a return to centre stage. In a market shaped by transparency, social proof, and candidate choice, brand and messaging once again shape hiring outcomes. Talent intelligence becomes the strategic core: mapping skills, supply, pay, location, and future demand to inform decisions across the business.

 

Meanwhile, execution is fragmenting. More organisations are moving actual recruiting delivery to on-demand models—combining RPO, freelance recruiters, and specialist vendors—while internal teams focus on orchestration, insight, and governance.

 

This livestream will unpack what world-class talent operations looks like in practice, how leading teams are reorganising today, and what capabilities TA leaders must build next.

 

Viewers will learn how to transition from recruiter-led execution to an operational, intelligence-driven TA model built for scale, flexibility, and impact.

 

We're with Jamie Leonard, Founder of Recruitment Events Co, Jennifer Candee, Global Head of TA Transformation (IMI), Trine Rulffs, on Friday 20th February, 2pm GMT. Register by clicking on the green button (save my spot) and follow the channel here (recommended)

 

 

 

Ep362 is sponsored by Greenhouse

 

91% of recruiters and hiring managers have spotted or suspected candidate deception in the hiring process. Enter Greenhouse Real Talent™. Cut through spam and misrepresentation in your pipeline, verify a candidate's identity, and quickly identify which applicants are most aligned with your role.

Learn more and book a demo today:

Brainfood Live On Air - Ep361 - Leadership in Crisis - How to do RIF for TA

REDUCTION IN FORCE: HOW TO LEAD DURING CRISIS!

 

This show focuses on the practical reality of TA downsizing, told by leaders who have already been through it. Not theory. Not platitudes. Real decisions, real mistakes, and hard-won lessons. We explore how leaders decide when reductions are unavoidable, who to let go, and how to do it in a way that is fair, defensible, and humane—while still protecting the business.

 

The discussion covers:

• Early warning signs that TA capacity is misaligned with demand

• Objective vs subjective decision-making in role reductions

• Legal and process risks specific to TA teams

• Communicating layoffs with clarity, dignity, and credibility

• Supporting managers who deliver the message

• Handling survivor guilt and rebuilding trust post-reduction

• What leaders wish they had done differently

 

Grounded in recent workforce data and employment best practice, this episode gives TA leaders a clear-eyed framework for making difficult calls without losing their values—or their teams.

 

Learn how to approach TA layoffs with structure, empathy, and confidence, while minimising risk and preserving long-term organisational trust.

 

We're with Andrea Marston, Head of Talent Acquisition (Nutanix), Yakub Zolinsky, VP of People (XYZReality), Julia Levy, Global Head of TA (ex-Commscope, Fiserv) & friends on Friday 13th February, 2pm GMT. Register by clicking on the green button (save my spot) and follow the channel here (recommended)

 

 

 

Ep361 is sponsored by Maki

 

At Maki, we help organisations like BNP Paribas, PwC, Booking.com, Nestlé, and H&M transform hiring with AI agents for screening, interviewing, and assessment.

 

By combining automation, behavioural science, and data, Maki enables talent teams to hire faster, fairer, and smarter.

 

Our global partnership with H&M saved 250 000 recruiter hours, cut time-to-hire by 4×, and reduced turnover by 22 %, delivering $85 M ROI.

 

Beyond automation, we’re building a continuous reinforcement system where every recruiter judgment and employee outcome makes our AI agents smarter; creating a unique data moat in HR.

 

Learn more: makipeople.com

Brainfood Live On Air - Ep360 - The State of Talent Intelligence 2026

THE STATE OF TALENT INTELLIGENCE 2026

 

As we barrel through the year 2026, labour markets are being redefined by emerging technologies, shifting skills demand, and data-driven workforce strategies. Organisations worldwide are adopting sophisticated talent intelligence tools to forecast skills gaps, optimise hiring, and build resilient workforces — but staying ahead requires deeper insight and expert foresight. Drawing on the latest research and real-world experience from leading platforms like TalentNeuron, Lightcast, Horsefly, Gartner and Korn Ferry, The State of Talent Intelligence 2026 will provide practical, actionable perspective on where the industry is headed and how you can lead in your organisation.

 

Our expert panel will dive into the trends transforming talent strategies, from the rapid evolution of AI skill demand and skills-based hiring to the integration of internal and external workforce analytics for strategic planning.

 

• The evolving role of talent intelligence platforms and how continuous labour market data is powering strategic workforce planning and skills forecasting.
• AI skills demand and compensation shifts, including insights showing AI-related roles commanding premium salaries in a competitive market.
• Transitioning from job titles to skills-based hiring as organisations seek quality and fit over traditional credential-based approaches.
• Balancing automation with human strategic insight as AI reshapes recruiting workflows and recruiter roles.
• Data analytics driving talent decisions, from predictive labour market insight to internal mobility optimisation.
• Employer branding and candidate experience in the age of intelligent hiring, aligning organisational value with talent expectations.
• Future workforce challenges and opportunities, including leadership pipelines, hybrid work models, and evolving HR capabilities for 2026.

 

We're on Friday 6th February, 2pm GMT. Register by clicking on the green button (save my spot) and follow the channel here (recommended)

 

 

 

Ep360 is sponsored by Joveo

 

As the global leader in AI-powered, high-performance recruitment marketing, Joveo is transforming talent attraction and recruitment media buying for the world’s largest employers, staffing firms, RPOs, and media agencies. The Joveo platform enables businesses to attract, source, engage, and hire the best candidates on time and within budget.

 

Powering millions of jobs every day, Joveo’s AI-led recruitment marketing platform uses advanced data science and machine learning to dynamically manage and optimize talent sourcing and applications across all online channels, while providing real-time insights at every step of the job seeker journey, from click to hire.

 

For more information about Joveo’s award-winning platform and solutions, visit www.joveo.com.

Brainfood Live On Air - Ep359 - What Responsible AI Means for Recruiters?

WHAT RESPONSIBLE AI MEANS FOR RECRUITERS?

 

What is Responsible AI for Talent Acquisition Teams? is a practical, straight-talking podcast for recruiters who are already using AI—and now need to make sure they’re using it properly.

 

AI is no longer a future experiment in hiring. It’s embedded in sourcing, screening, assessment, and workforce planning. The real question facing TA leaders today is not whether to use AI, but how to use it in a way that stands up to governance scrutiny, fairness expectations, and growing legal risk. Regulators, candidates, and internal stakeholders are all paying closer attention—and the margin for error is shrinking.

 

This podcast explores the reality behind “responsible AI” in talent acquisition, cutting through vague principles and focusing on what recruiters actually need to know. We’ll examine why so many organisations still lack formal AI governance, why confidence in bias reduction remains low, and what that means for teams deploying AI at scale. Drawing on 2024–2025 data and real-world TA use cases, the discussion will unpack the tension between automation, efficiency, and human accountability.

 

Key areas covered include:

• What responsible AI really means in a TA context

• Governance frameworks recruiters should understand—even if legal owns them

• Bias, fairness, and explainability in screening and assessment tools

• Legal and regulatory risk, including emerging obligations under the EU AI Act and employment law

• The role of recruiters as AI operators, not just end users

• How to balance speed, cost savings, and candidate trust

• What “human-in-the-loop” looks like in practice

 

Listeners will learn how to evaluate their current AI stack, ask better questions of vendors, reduce risk exposure, and build hiring processes that are efficient, defensible, and fair.

 

 

We're with Martyn Redstone, Head of Responsible AI & Industry Engagement (Warden.AI) & friends on Wednesday 4th February, 12pm GMT. Register by clicking on the green button (save my spot) and follow the channel here (recommended)

 

 

Ep359 is sponsored by Oleeo

 

AI is now used by 62% of companies for hiring, but rapid efficiency shouldn't come at the expense of fairness. Oleeo and Aptitude Research’s new report highlights a major gap: only 20% of employers have fully established AI governance frameworks, which can lead to unintended bias. To keep things fair and compliant, 85% of recruiters demand final decision-making authority.

 

Download 'Setting the Standard for Responsible AI: A Guide For Modern Recruiters' today to build a transparent, human-led strategy that uses AI responsibly.

Brainfood Live On Air - Ep358 - 6 x AI Frameworks for Talent Acquisition

6 x AI USAGE FRAMEWORKS FOR TALENT ACQUISITION

 

Closing the gap between proclaimed capability of AI vs the practical impact of AI is set to become one of the main stories of 2026, as function leaders in every department scramble to deliver against the expectations of an increasingly impatient C-level.

 

Are there any frameworks or maturity models which can help?

 

Brainfooder Soeren Winter has identified 6 AI Usage Frameworks most commonly cited in change management discourse and we're going to apply them Talent Acquisition and see what we can learn. Vital show for anyone interested in accelerating AI adoption, maximising the opportunity window for gains from AI, whilst ensuring the humans in the team, remain in and some cases, above, the loop.

 

 

We're on Friday 30th January 2pm GMT / 3pm CET. Register by clicking on the green button (save my spot) and follow the channel here (recommended)

 

 

 

Episode 358 is sponsored by Juicebox

 

PeopleGPT is the leading outbound recruiting platform built on Generative AI. Find talent across 30+ data sources, get interactive Talent Insights, and reach out with personalized AI email campaigns.

 

Key features include:

1. PeopleGPT (Search): the world’s first people search engine that uses natural language. Describe who you’re searching for and find the perfect match from over 30 data sources.
2. Talent Insights: Visualize your talent pool with 15+ interactive charts. Refine your search and dive deep into stats based on location, employers, job titles, skills, and more.
3. Email Outreach: Maximize candidate engagement with AI-powered email campaigns. Personalize messaging at scale using AI commands, and boost response rates by 40%.

 

Get 15% off your Juicebox subscription with code: BRAINFOOD15

 

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