01
AI Fundamentals
Demystifies machine learning, LLMs, predictive analytics, and neural-network intuition.
Two-Day Immersive Workshop · Compressed Schedule
Faculty AI Orientation Programme
A focused orientation for faculty members on AI-enabled teaching, research workflows, academic integrity, institutional policy alignment, and responsible adoption of AI tools.
What the programme covers
The compressed design preserves the essential sequence: fundamentals, ethics, research tools, teaching tools, policy alignment, and reflection.
02
Ethics & Fairness
Explores bias, authorship, data provenance, academic integrity, and institutional accountability.
03
Research & Teaching Tools
Includes live demos of Elicit, SciSpace, NotebookLM, Perplexity, Claude, ChatGPT, and more.
04
Policy Alignment
Connects classroom practice with NEP 2020, UGC, AICTE, NAAC/NBA, and departmental AI charters.
Day-wise schedule
Select a day to view the stream-specific timetable. Both days include a common inaugural session and a one-hour lunch break.
Day 1 — Science, Arts & Humanities
10:00 AM – 3:00 PM10:00 – 10:15 15 min
Inaugural & Welcome
Chief Guest address, lamp lighting, programme vision by GreenAI Director, brief remarks by Principal/Dean, and overview of two-day goals.
Plenary
10:15 – 10:45 30 min
Fundamentals of AI — How AI Thinks
ML vs. rule-based systems, large language models demystified, neural networks through analogy, with examples from biology, ecology, and literary pattern analysis.
Lecture + Q&A
10:45 – 11:45 60 min
AI Tools for Research — Science & Humanities Strand
Live demos of Elicit, Semantic Scholar, SciSpace, Research Rabbit, Zotero AI, NotebookLM, Voyant Tools, JSTOR AI, and digital corpus analysis.
Demo
11:45 – 12:15 30 min
AI Policy, UGC Guidelines & NEP 2020 Alignment
UGC draft framework on Generative AI in HE, NEP 2020 digital competency goals, AICTE advisory, and department-level responsible AI use statements.
Policy
12:15 – 1:15 60 min
Lunch & Informal Networking
Optional resource booklet distribution and AI poster display in the breakout area.
Break
1:15 – 1:45 30 min
AI Ethics, Fairness & DPDP Act
Algorithmic bias, data provenance, fairness in research outputs, IP and authorship, IndiaAI Mission's ethical guardrails, ethical red-flag spotting and fundamentals on data protection and DPDP Act.
Online Session
1:45 – 2:15 30 min
DIY Sprint
Participants get their first hands-on experience with the GreenAI workbench, working through discipline-specific prompt cards tailored for Science, Arts & Humanities. Proactive strategies for preventing hallucination and rigorous citation practices woven throughout.
Hands-On
2:15 – 3:00 45 min
AI Tools for Teaching — Pedagogy & Classroom Design
Lesson planning with Claude/ChatGPT, rubric and quiz generation, Canva AI, Gamma.app, MagicSchool.ai, curriculum scaffolding, and responsible use policy drafting.
Pedagogy
Day 2 — Commerce, Management & Economics
10:00 AM – 3:00 PM10:00 – 10:15 15 min
Inaugural & Welcome
Chief Guest address, lamp lighting, programme vision by GreenAI Director, brief remarks by Principal/Dean, and overview of two-day goals.
Plenary
10:15 – 11:00 45 min
How AI Thinks
ML vs. rule-based systems, large language models demystified, neural networks through analogy, with examples from biology, ecology, and literary pattern analysis.
Lecture + Q&A
11:00 – 11:45 45 min
AI Tools for Research — Commerce & Management Strand
Elicit and Consensus for systematic reviews, Perplexity for market intelligence, SPSS with AI assist, ATLAS.ti, Bloomberg GPT overview, Connected Papers, and Mendeley AI.
Demo
11:45 – 12:30 45 min
AI Policy,AI ethics, AICTE Guidelines & Accreditation Implications
AI in NAAC/NBA documentation, AICTE model curriculum for AI literacy, departmental AI use charter, IQAC integration of AI audit trails, and policy Q&A.
Policy
12:30 – 1:30 60 min
Lunch & Informal Networking
Optional AI tools reference card distribution and panel preview for the afternoon.
Break
1:30 – 2:15 45 min
DIY Sprint
Participants get their first hands-on experience with the GreenAI workbench, working through discipline-specific prompt cards tailored for Commerce, Management & Economics. Proactive strategies for preventing hallucination and rigorous citation practices woven throughout.
Hands-On
2:15 – 3:00 45 min
AI Tools for Teaching — Case Pedagogy & Simulation
Generating business case studies with Claude, building simulations with ChatGPT, Excel Copilot, Power BI AI narratives, Gamma.app, and AI-resistant assessments.
Pedagogy