Responsible AI

Responsible AI, AI Literacy and Future-Ready Education

Dr. Salman Ahmed Khatani's Responsible AI work connects AI Literacy with Futures Studies and Foresight, education, ethics and institutional preparedness.

Quick answers about Responsible AI and PAUSE-AI

What does Responsible AI mean in Dr. Khatani's work?

Responsible AI means combining AI capability with human judgment, accountability, awareness of limitations, governance and consideration of social consequences.

What is PAUSE-AI?

PAUSE-AI is an original Responsible AI readiness checklist created by Dr. Salman Ahmed Khatani for Pakistani universities. Version 1.0 was published through Fiker Futures Academy in September 2026. It is a decision framework, not an accreditation standard or certification.

Who is PAUSE-AI designed for?

It is designed for university leaders and educators considering AI initiatives and seeking a structured way to examine readiness, responsibility and institutional consequences before adoption.

Core focus: helping learners and institutions understand AI capabilities and limitations, consider consequences and uncertainty, and make more responsible choices about adoption and use.

Published AI governance work

ICMA International · AI Governance · 2026

Governing AI Before It Governs the Numbers

A practical agenda for finance leaders connecting Responsible AI with finance controls, risk-based oversight and model accountability. Published in the Chartered Management Accountant (CMA) Journal, Vol. 35.4, Jul–Aug 2026.

Publication record → · DOI →

Independent international evidence

Elon University · Human Resilience in the AI Age · 2026

Expert contribution to international AI-resilience research

Elon University's Imagining the Digital Future Center includes Salman Khatani among the experts whose responses informed its 2026 Building a Human Resilience Infrastructure for the AI Age report. The report directly features his view that resilience-building practices and norms should be established before AI becomes too deeply entrenched to reshape.

This is evidence of an expert contribution to an Elon University research canvassing. It does not imply employment by Elon University or a current affiliation with the historical IMAGINE Institute of Futures Studies label used in the report.

Research methodology and acknowledgements ↗ · Full Elon University report ↗

Connected work

This theme appears across Dr. Khatani's teaching, institutional training, public scholarship and his book AI Designing Tomorrow. His professional work also includes AI Literacy and future-ready education engagements for educational, corporate and public-sector audiences.

Workplace AI · HRM · Strategic Foresight · 2026

The HUMAN Test for AI-Enabled Work

A five-part decision aid for examining human purpose, user voice, meaningful oversight, accountability and future capability before scaling an AI-enabled workflow. It is presented as an original proposed framework, not a validated standard or certification.

Read the HUMAN Test →

Explore the book →   Media & public conversations →

This page summarizes documented areas of work; it does not claim a formal Responsible AI standard, certification or proprietary framework.

PAUSE-AI

Named framework · Version 1.0 · Dr. Salman Khatani

PAUSE-AI: A Responsible AI Readiness Checklist for Pakistani Universities

An original decision framework for considering AI initiatives in universities. It is not a formal standard or accreditation instrument.

Source citation: Khatani, Salman Ahmed. (2026). PAUSE-AI: A Responsible AI Readiness Checklist for Pakistani Universities (Version 1.0). Fiker Futures Academy.

Read the canonical framework →

Download the Version 1.0 citation record →

First published 14 September 2026. Version 1.0 verified against Fiker Futures Academy’s source record updated 26 September 2026. Cite the canonical academy URL above; no DOI has been assigned.

Related knowledge map

Responsible AI is presented here as part of a wider capability system linking AI Literacy, Futures Literacy, Strategic Foresight and Future-Ready Education. Verification sources and professional references are collected in the Professional Record.