A practitioner-led deep dive into AI hallucinations, hidden biases, and the tactical frameworks that actually work. Designed for professionals who deploy AI — not just talk about it.
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of AI outputs contain at least one factual error
more likely to trust confident-sounding wrong answers
of teams have no process to verify AI outputs
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Pracademic | AI & Digital Transformation Expert
Ph.D. IIM Kozhikode | Master's IIM Mumbai
“Two decades bridging AI research and real-world deployment”
Data-Driven Learning for the AI Era.
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“The most practical AI session I've attended. No fluff, just frameworks that actually work in production.”
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SaaS Company, Bangalore
“Finally someone who explains AI failures without dumbing it down. Highly recommend for any tech professional.”
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FinTech Startup, Mumbai