March 20, 2025
SeekGPT: Blueprint
An open, and ethically grounded Artificial General Intelligence (AGI) foundational model.
To establish SeekGPT as a globally recognized, open, and ethically grounded Artificial General Intelligence (AGI) foundational model, driven by India's diverse talent and cultural values, contributing to the advancement of humanity.
To democratize AI development and application by:
Building a Collaborative Ecosystem: Uniting India's researchers, developers, educators, and industry leaders through open-source initiatives and collaborative platforms. Developing a Robust Foundational Model: Creating a large language model and multimodal AI system that understands and reflects the linguistic and cultural nuances of India, while possessing global applicability. Promoting Ethical and Responsible AI: Integrating ethical guidelines and safety mechanisms into the core of SeekGPT, ensuring transparency, fairness, and accountability. Fostering Innovation and Accessibility: Providing accessible tools, resources, and educational programs to empower individuals and organizations to leverage the power of AI for social and economic progress. Encouraging Multilingual Support: Developing a model that has deep understanding of all the official languages of India and the World.
Establishing the SeekGPT Consortium:
Form a governing body comprising leading AI researchers, industry experts, and government representatives. Create open-source communities and online platforms for collaboration and knowledge sharing. Establish partnerships with academic institutions and research labs across India.
Data Acquisition and Curation:
Develop a comprehensive dataset incorporating diverse Indian languages, cultural texts, scientific literature, and real-world data. Implement robust data cleaning and preprocessing pipelines to ensure data quality and representativeness. Address data privacy and security concerns through anonymization and ethical data handling practices.
Model Architecture and Development:
Design a scalable and adaptable foundational model architecture based on transformer networks and advanced AI techniques. Focus on developing multilingual capabilities and incorporating cultural understanding into the model's knowledge base. Establish a robust training infrastructure with access to high-performance computing resources.
Ethical Framework Development:
Define ethical guidelines for AI development and deployment, addressing issues such as bias, fairness, and transparency. Implement mechanisms for detecting and mitigating harmful biases in the model's outputs. Establish a review board to oversee ethical considerations and ensure responsible AI practices.
Open-Source Release and Community Growth:
Release the SeekGPT foundational model as an open-source project, fostering community contributions and innovation. Organize hackathons, workshops, and conferences to promote collaboration and knowledge sharing. Develop a comprehensive documentation and API for developers to build applications using SeekGPT.
Domain-Specific Applications:
Develop specialized AI applications for key sectors such as healthcare, education, agriculture, and governance. Focus on addressing societal challenges and promoting inclusive development through AI-powered solutions. Create tools that allow for easy adaption of the core model, into specific applications.
Multilingual and Cultural Enrichment:
Expand the model's multilingual capabilities to include all official languages of India and other regional languages. Incorporate cultural knowledge and context into the model's responses, ensuring culturally sensitive and relevant outputs. Develop tools for translating and summarizing information across different languages and cultural contexts.
Education and Skill Development:
Develop educational programs and training materials to equip individuals with the skills needed to work with AI. Promote AI literacy among students, educators, and the general public. Establish online platforms and learning resources for accessible AI education.
Advanced Research and Development:
Invest in cutting-edge research on AGI, focusing on areas such as reasoning, planning, and problem-solving. Explore novel AI architectures and algorithms that can enable the development of more general and adaptable AI systems. Establish research collaborations with leading international AI labs and institutions.
Ethical AGI Governance:
Develop international standards and guidelines for the ethical development and deployment of AGI. Establish a global governance framework to ensure the responsible use of AGI for the benefit of humanity. Create AI auditing frameworks to verify the safety and ethicalness of AI.
Societal Impact and Integration:
Promote the integration of AGI into various aspects of society, addressing challenges such as climate change, poverty, and healthcare. Foster public dialogue and engagement on the societal implications of AGI. Ensure that the benifits of AGI are distributed equitably.
Academicians (PhD Holders and Professors):
Leading research and development in core AI areas. Mentoring and guiding students and researchers. Inviting PhD students in relevant fields to contribute. Providing expertise in:
Machine Learning Deep Learning Image Processing Natural Language Processing Transformers Building AI Models Large Language Models Vision Language Vision Transformers Any other relevant AI field.
Students and Researchers (PhDs, Masters, Undergraduate, Diploma in (Engineering/Design/Medical/Science/Commerce/Arts)) :
Contributing to code development, data curation, and research. Exploring new AI techniques and applications. Participating in hackathons and challenges. Contributing in UI/UX design, and other design relevant task.
Investors and Donors:
Providing financial support for hardware/software acquisition (e.g., NVIDIA GPU H100/H200). Enabling access to cloud computing resources. Supporting research and development initiatives. Enabling dedicated management teams.
Pioneers and Users:
Providing feedback on model performance and usability. Identifying potential applications and use cases. Contributing to community discussions and knowledge sharing. Testing the model, and providing use case feedback.
We look forward to your contributions and collaboration in building SeekGPT, India's foundational AI model!
To contribute please see the SeekGPT Contribution Guidelines
Special Thanks to @sanjibnarzary