Step11
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Responsible AI

Ethics, Bias & Safety

When
Saturday, 6 February 2027
Time
10:00 am – 3:30 pm IST
Where
Main Seminar Hall, Block A, College of Engineering Kidangoor

A panel of researchers, an industry practitioner and a lawyer take on the hard questions: bias in datasets, explainability, deepfakes, safety evaluations and India's evolving AI policy. Bring your questions — half the session is open floor.

You'll be able to…

  • Spot common sources of bias in data and models
  • Apply a lightweight fairness checklist to your project
  • Understand the basics of AI safety evaluation
  • Discuss AI regulation in India and worldwide

Prerequisites

  • None

What to bring

  • Your questions
  • An open mind

Agenda

  1. 10:00Opening provocation
  2. 10:30Panel: Who is AI built for?
  3. 12:00Case-study breakouts
  4. 13:00Lunch
  5. 14:00Open floor Q&A
  6. 15:00Summit briefing for Step 12

Speakers & mentors

  • Dr. Joseph Mathew

    Principal Scientist, AI Safety, Indus Research Institute

    Joseph leads evaluation research on large language models and advises policy bodies on responsible AI deployment.

  • Dr. Meera Krishnan

    Assistant Professor, CSE, College of Engineering Kidangoor

    Meera researches interpretable machine learning and fairness in healthcare models. She has supervised 20+ student ML projects.

  • Nikhil Raj

    Founder & CTO, AgentForge

    Nikhil's startup builds AI agents for small businesses across Kerala. He has judged 15+ hackathons and still loves the 3 a.m. energy.

Venue

Main Seminar Hall, Block A, College of Engineering Kidangoor
Kidangoor South P.O., Kottayam, Kerala 686583, India

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