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The Evidence Trail Is What Makes an AI Hiring Decision Defensible

ICO's Recruitment rewired report shows AI hiring compliance is an evidence problem: employers must prove decisions were reviewed, not just automated.

Lee Flanagan · September 9, 2026

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Blair Bennett

SVP, Global Talent Acquisition

pepsico

Podcast

How PepsiCo rebuilt Talent Acquisition for the AI era.

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Johnny Campbell

SocialTalent

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Building a High-Impact Business Case for AI in Talent Acquisition.

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The Prompt is the Product With Glen Cathey

Series · 4 parts New series

Latest masterclass series

The AI Builder Series

A five-part masterclass on building an AI-fluent hiring team — from first principles to a production-ready stack, with the experts who've actually shipped it.

01 The Prompt is the Product With Glen Cathey 60 min 02 Building GPTs and Gems Your Team Can Actually Use 60 min 03 The AI Talent Advisor: From Productivity Tool to Strategic Edge 60 min 04 Build a Recruiting App in 30 Minutes 60 min

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Recruiting View all →

Top 12 Interview Intelligence Platforms for 2026 (And Beyond)

A 2026 guide to the top 12 interview intelligence platforms for enterprise talent acquisition teams. Compare SocialTalent (Cara), BrightHire, Metaview,…

Stop Squeezing the Lemon: Why TA Must Pivot from Productivity to Capacity

RECRUITING Johnny Campbell · 7 months ago

Can You Defend Your AI Hiring Decisions? Explainability, Accountability, and Trust in Ethical AI Hiring

RECRUITING Aubrey Blanche · 8 months ago

The 3-Person Team That Increased Recruiter Capacity by 31% (Without Buying New Tech)

RECRUITING Johnny Campbell · 9 months ago

Interviewing View all →

Interviewing 101: Best Practice Interview Techniques

Note: The content and knowledge in this guide is influenced by our faculty of experts on the SocialTalent learning platform,…

AI Candidates Are Already Here. Your Interviewers Aren’t Ready.

INTERVIEWING Lee Flanagan · 6 months ago

SocialTalent’s Cara Now Connects Directly with SmartRecruiters

INTERVIEWING Johnny Campbell · 6 months ago

Building Interview Intelligence at SAP: Insights from Ilka Sagner-David

INTERVIEWING Johnny Campbell · 10 months ago

Latest news View all →

The Evidence Trail Is What Makes an AI Hiring Decision Defensible

ICO's Recruitment rewired report shows AI hiring compliance is an evidence problem: employers must prove decisions were reviewed, not just…

Resume Screening Was Never Built to Be a Trust Boundary

SocialTalent News View all →

Cara Joins Microsoft Teams: Structured Interviews Without Switching Apps

How Cara, SocialTalent’s AI hiring assistant, brings structured interview plans, live guidance, and evidence-based evaluation directly into the meetings your…

Recruiters Love Their Job But Hate Their Day: Inside LinkedIn’s Plan to Fix That

SOCIALTALENT NEWS Johnny Campbell · 10 months ago

Tugba Åkesson on Values-First Hiring and Culture at IKEA

SOCIALTALENT NEWS Johnny Campbell · 11 months ago

Chris Bleakley & Emma Neary on Tackling UK Healthcare Hiring Challenges

SOCIALTALENT NEWS Johnny Campbell · 11 months ago