Artificial Intelligence – Papers and Publications

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A Unified Roadmap to AgI*
(2025 - 2032)

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Artificial Intelligence

The Artificial Intelligence (AI) is revolutionizing the world and is poised to create a paradigm shift in the way of our life which only a very few of such inventions or advancements have achieved in the history of the planet. The AI is the leading technological innovator of today and any foreseeable future. Although AI is in use in many applications today, the true capability of the AI is not yet expanded to its full capacity and we, in iBytes, understand the fundamentals of AI and its full extent of stretch to develop solutions for achieving more by doing less through executable and practical applications

Delivering solutions from a company’s perspective is a key element of IB3 which eliminates the approach of vendor’s perspective to find solutions to a company’s unique problem.

Drilling AI – SDE

This system is designed to replicate the expertise of a Senior Domain Expert (SDE) in well engineering within the upstream oil and gas industry, specifically in the domain of drilling.

Drilling operations are inherently complex and characterized by uncertainty, randomness, and high operational risks. As such, the digital SDE must possess advanced competencies and deep domain knowledge. Our target is to achieve an SDE-AgIT system with approximately 80% of the capabilities of a human expert with over 20 years of experience, while adhering to the Level 4 AgIT constraint of not having decision-making authority in complex, high-stakes scenarios.

The project commenced in January 2025, with a roadmap to deliver a Minimum Viable Product (MVP) by early 2026, and a fully functional SDE-AgIT by Q2–Q3 of 2027.

While the challenge of building such a high-level AI system is significant, we are confident that, by leveraging the principles from the paper and incorporating the latest AI technologies and foundational models, this vision is both practical and achievable.

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