Responsible AI eco-system have got a big boost in India. The Ministry of Electronics and Information Technology (MeitY) in conjunction with MyGov has issued an invitation for organizations to delve into and propose initiatives centered around Responsible AI.
This collaborative effort aims to cultivate tools and frameworks that advocate for the just and ethical development as well as the deployment of Responsible AI across various sectors.
Themes to Explore under the Responsible AI program
- Machine Unlearning
Machine unlearning algorithms serve a pivotal role in rectifying inaccuracies and biases ingrained within machine learning models. These algorithms address the issue of models learning from incorrect or harmful data, fostering the development of fairer and more accurate Responsible AI systems.
- Synthetic Data Generation
To overcome challenges posed by limited or biased real-world datasets, synthetic data generation tools create fabricated data mimicking genuine characteristics. This aids in training AI models more effectively and equitably.
- Algorithm Fairness Tools
These tools ensure unbiased treatment in automated systems, identifying, measuring, and mitigating biases in decision-making algorithms, promoting ethical outcomes.
- AI Bias Mitigating Strategies
Strategies focused on identifying, analyzing, and rectifying biases within AI algorithms, ensuring fairness, equity, and accountability.
- Ethical AI Frameworks
Structured approaches ensuring AI systems respect human values, fairness, and transparency while minimizing potential harm.
- Privacy Enhancing Strategies
Techniques aimed at preserving privacy while harnessing the power of AI for analysis and decision-making.
- Explainable AI (XAI) Frameworks
Methods and tools making AI models more interpretable, enhancing accountability and facilitating model improvement.
- AI Ethical Certifications
Formal validations demonstrating adherence to ethical principles in AI development and deployment, fostering stakeholder trust.
- AI Governance Testing Frameworks
Structured evaluations ensuring compliance with ethical guidelines and regulatory requirements in AI systems’ development.
- Algorithmic Auditing Tools
Processes evaluating the impact and behavior of algorithms, emphasizing fairness, transparency, and accountability.
Who Can Apply?
Academic/R&D Organizations
Institutions with relevant infrastructure and faculty expertise, falling under specified categories, are eligible.
Start-Ups and Companies
Entities adhering to specific norms and possessing demonstrable expertise in AI are eligible.
Selection Process
Application and Evaluation
Submission of Expression of Interest (EOI) followed by expert committee evaluation based on alignment, innovation, collaboration, feasibility, and metrics.
Submission Guidelines
Detailed guidelines on submission format, length, and completeness are outlined, emphasizing adherence to terms and conditions.
Terms and Conditions
Elucidating conditions related to grant utilization, permissions, collaborations, dispute resolution, and timeline adherence are specified for clarity and compliance.
Timeline
The Call for Expression of Interest commenced on December 22, 2023, and the last date for submission is January 12, 2024.
Responsive AI an Opportunity not to be missed
This collaborative initiative by MeitY and MyGov stands as an opportunity for organizations to contribute significantly to the responsible development and deployment of AI. It encourages stakeholders to engage in innovative approaches, fostering ethical AI practices that align with societal values and standards.
For detailed information, guidelines, and submission format, visit the official MeitY portal.
Contact Information
For inquiries, contact pmu[dot]etech[at]meity[dot]gov[dot]in
Your Chance to Shape Responsible AI
The Call for Expression of Interest invites participation, urging stakeholders to contribute to ethical AI development. Join the movement toward a responsible AI landscape, aligning technology with societal values and fairness.
Remember, the deadline for submission is January 12, 2024. Act now and be a part of this transformative initiative!
