In the media
Interviews, features, and columns across India's leading business and HR publications. A selection of where the ideas have shown up.
AI's Biggest Risk? The Scale of a Mistake
Featured commentary on why AI's real danger is the scale of its mistakes - and a three-layer safety net of reserves, insurance, and mandatory human oversight.
Read on Adgully
From IT to Construction: How AI Is Reshaping India's Job Market for Gen Z
Expert commentary on how AI is reshaping India's job market for Gen Z - from IT to construction - and where hiring sentiment is heading.
Read on The Week
What Students Should Know Before Entering the Job Market
An authored column on the skills, mindset, and AI-era realities students should understand before they step into today's job market.
Read on The Hans India
In Conversation: Chetan Mangalwedhe on Building TalentiFi-X
A founder interview on the story behind TalentiFi-X and where AI is taking enterprise hiring next.
Read on Sugarmint
Trust, AI, and the Future of Enterprise Talent
A video conversation on trust, AI, and how enterprises should rethink talent acquisition.
Read on CXO XpertsTrust, AI, and the Future of Enterprise Talent
The CXO Xperts conversation on building trust into AI-driven hiring, shared on LinkedIn.
Read on CXO Xperts)
Beyond AI Engineers: Sovereign AI May Redefine India's IT Talent Pyramid
An industry story on how the rise of sovereign AI could reshape India's IT talent pyramid - well beyond just AI engineers.
Read on Business Standard
Guest Opinion: The AI Hiring Challenges We Can't Ignore
A guest opinion on the practical challenges AI introduces into hiring - and why they demand governance, not just adoption.
Read on The Week
Why 'Artificial' Intelligence Is Really Duplicate Intelligence
A LinkedIn take on why today's AI is less an original intellect than a high-scale remix of human work.
Read on HR TodayWhy Artificial Intelligence Should Be Renamed "Duplicate Intelligence"
Why modern AI is less an autonomous intellect than a statistical remix of human output - and what that means for how we name and use it.
Read on HR Today
Building Trust in AI Workflows: Talentifi-X's Blueprint for Modern Enterprise Hiring
Why legacy applicant tracking systems and keyword filters fall short - and how trust-centred AI workflows help enterprises identify high-velocity learners and the precise skills they need.
Read on CXO Today
The AI Hiring Risk Nobody in Talent Acquisition Is Talking About
A LinkedIn note on how AI hiring systems quietly learn yesterday's patterns and narrow tomorrow's pipelines.
Read on HR TodayAmoral Drift: The AI Hiring Risk Nobody in Talent Acquisition Is Talking About
How AI hiring systems quietly learn yesterday's patterns and narrow tomorrow's pipelines - and why it demands governance and human oversight.
Read on HR Today