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AI Market Research
7 min read

AI Research Risks and Bias

Shyamkiran Kotnana

Shyamkiran Kotnana

Co-founder & CMO at Synthetic People | Helping teams challenge customer assumptions before they become expensive decisions

AI Research Risks and Bias

Analyzing sycophancy, linguistic drift, and representation errors in artificial research environments.

Language models suffer from distinct biases that must be controlled via grounding and filtering...

Shyamkiran Kotnana

Shyamkiran Kotnana

Co-founder & CMO at Synthetic People | Helping teams challenge customer assumptions before they become expensive decisions

Shyamkiran Kotnana is Co-founder and CMO of Synthetic People AI, and a second-time founder with over 18 years of experience across technology, product delivery, customer-facing operations, and marketing. Having worked across finance, automotive, telecom, and hybrid mobile-platform environments, he helps turn a simple question into a better way of working: what if teams could understand likely customer reactions before spending weeks on research or taking ideas to market? At Synthetic People, Shyam leads storytelling, go-to-market efforts, and enterprise conversations, with a focus on making customer understanding faster without making it less rigorous—helping teams challenge assumptions, surface hesitation, and ask sharper questions before real-world validation.
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