試す - 無料

Good teaching is necessary for good research and vice-versa

DataQuest

|

March 2025

Indian academic corridors are standing between two atriums. On the one hand, some struggle with concerns on integrity in academic research (Whether in publications or corporate projects). On the other hand, some are driving front-runner work in drug-discovery, cancer imaging, clinical research, road safety and environmental impact. Let’s find out where India is heading as we enter the Sophomore level in AI.

- By Pratima H

Good teaching is necessary for good research and vice-versa

Can faculties also generate funds? Can PPP models work in academic institutions? Can labs and academicians contribute to big projects that affect healthcare, safety and industrial leaps? Prof P.J. Narayanan, Director of IIIT Hyderabad, breaks these questions down like a good researcher always does, and makes one think, like a good teacher always does.

Let’s talk about the elephant in the room first. What are your views on lack of integrity in academic research (with India coming under retraction spotlight for many papers, for citation manipulation, for low-quality work, peer-review gaming and plagiarism)?

It is very sad and unfortunate for India to get such notoriety with respect to academic honesty. We must establish models and incentives that promote honest work and just rewards. The regulatory mechanism insists on doctoral degrees for all faculty in all kinds of institutions. Good IIITH has developed the largest synthetic dataset for AI applications in drug design. Other data projects that we have been part of have shown to reduce road accidents and mortality by 40-50%.

Understanding and teaching abilities must suffice to do well in teaching institutions that form the bulk of our higher education institutions. Everyone wants a PhD despite own aspirations or guidance available. It is unfortunate some/several individuals try to take short cuts along the process. We must rethink the fundamental model here.

Any other factors that should be looked into?

Of late, institutions and individuals are ranked incessantly for multiple objectives. This also creates the pressure to do well on the metrics and the weak get forced into unethical means to boost ranking, including bogus publications and self-citation chains. The system should address this as a whole.

DataQuest からのその他のストーリー

DataQuest

DataQuest

Empowering India's Al future through data: Snowflake's Vijayant Rai on innovation, collaboration, and talent

Snowflake India MD Vijayant Rai shares how the company is unifying data, advancing AI innovation, and skilling the next generation for a data-first India.

time to read

6 mins

December 2025

DataQuest

DataQuest

How AI is redefining delivery in the digital engineering era

As AI reshapes software engineering, delivery models are evolving from effort-based execution to intelligent, outcome-driven systems that blend human and machine collaboration.

time to read

3 mins

December 2025

DataQuest

DataQuest

NetSuite's Global Vision: Building the Intelligent Enterprise for the Al Era

At SuiteWorld 2025, NetSuite unveiled an AI-first vision with embedded assistants, customizable AI workflows, and global expansion focused on balancing innovation, trust, and local market needs.

time to read

4 mins

December 2025

DataQuest

V. Rajaraman: The teacher who built India's computing mind, no more

When a teacher departs, the blackboards weep. A generation of learners, spread across the world, pause and go back in time, overwhelmed by a quiet sense of gratitude and loss. Such is life, and such is India’s timeless Guru-Shishya parampara, where many jambavans silently walk the corridors of knowledge, leaving behind an imprint that endures long after they are gone.

time to read

5 mins

December 2025

DataQuest

DataQuest

Pilot or Paradox: Where are you parking your Al today?

Fragmented data, model pluralism, lack of a fabric, not enough skills, model economics, model volatility and the blank page syndrome- everything matters when it comes to making sure that an AI pilot does not end up as a paradox. And whether you are in that '5 pc' club?

time to read

6 mins

December 2025

DataQuest

DataQuest

QA engineers must think like adversaries

What happens when Ramp-testing a vehicle happens around the assembly line, earlier-faster-deeper-and-smarter than before? And as ruthless as a crash-test?

time to read

4 mins

December 2025

DataQuest

DataQuest

Why data readiness defines GenAl success: Krish Vitaldevara, Informatica

Informatica's Krish Vitaldevara explains data readiness gaps, CLAIRE's evolution, multi-cloud neutrality, governance for GenAI, ROI metrics, and the impact of the Salesforce acquisition.

time to read

7 mins

December 2025

DataQuest

DataQuest

Customer Zero to Global Impact: Salesforce's Playbook for Intelligent Enterprise Transformation

At Dreamforce 2025, Salesforce unveiled Agentforce 360, highlighting how context-aware AI agents are driving measurable business transformation across India and ASEAN.

time to read

3 mins

December 2025

DataQuest

DataQuest

DisCERNing Quantum – And not as some Shiny-Pink Uni-saurus

Noise control, fault tolerance, error-correction, superconducting circuits, trapped ions, photonic systems, hardware stability, hardware scalability, algorithmic maturity, strong-enough qubits - everything matters when it comes to the difference between reality and disillusionment with the Quantum Advantage.

time to read

6 mins

December 2025

DataQuest

DataQuest

Improving Efficiency and Supplier Relations through Accounts Payable Automation

AP automation transforms accounts payable from a cost centre into a strategic enabler, driving efficiency, transparency, and stronger supplier relationships.

time to read

4 mins

December 2025

Listen

Translate

Share

-
+

Change font size