Workshop 2
AI Agents Sunday, June 7th | Room 20
Convenors
- George Ghon (Capgemini)
- Lukas Mosser (Aker BP ASA)
Organised by EAGE Technical Community on Artificial Intelligence
Description
Agentic AI systems—autonomous, goal-driven software entities—are emerging as a transformative paradigm in AI deployment. At their core, agents comprise perception modules, reasoning/planning engines, memory, and action interfaces, often integrated through orchestrators or multi-agent frameworks. Effective agents require robust task understanding, context awareness, secure execution environments, and governance controls. Opportunities span automation of complex workflows, continuous problem-solving, and adaptive decision support; however, risks include hallucination-driven actions, value misalignment, security vulnerabilities, and loss of human oversight.
Adoption of agentic systems requires rethinking workflows, introducing human-agent collaboration protocols, and managing cultural change toward trust in autonomy. General-purpose “out-of-the-box” agents offer rapid experimentation but can lack domain precision, whereas domain-specific agents, though costlier to develop, deliver higher reliability in regulated or specialized contexts. Integration capabilities—via APIs, enterprise systems, IoT, and other agents—amplify impact but introduce new interoperability and security challenges.
Development paths vary: off-the-shelf frameworks enable faster prototyping, while custom builds optimize for proprietary processes. Deployment at scale demands orchestration, monitoring, and dynamic policy enforcement. Responsible AI principles must be embedded end-to-end with continuous monitoring.
This workshop will gather researchers, practitioners, and industry leaders at the forefront of agentic AI to share experiences, evaluate emerging practices, and co-develop actionable guidance for safe, effective, and scalable deployment. Through cross-disciplinary discussion, it aims to distill lessons learned, surface open challenges, and chart a path toward responsible adoption of autonomous AI agents across domains.
Sub-Topics that will be covered in the workshop:
AI
LLMs
Generative AI
AI Agents,
Responsible AI,
Agent Deployment
Participant Profile
Geoscientists and engineers who are interested in agentic AI for geoscience applications. SMEs, Data Scientists, and AI practitioners interested in sharing learnings on the adoption and development of agentic AI.
Workshop Programme
| Time | Activity |
|---|---|
| 09:30 | Harpreet Singh Sethi, NVIDIA: Connect, Observe, and Optimize: Agentic Intelligence for the Subsurface |
| 10:30 | Coffee Break |
| 10:45 | Injy Sarhan, Avanindra Singh, SHELL: Building a Research Agent: From Domain Adaptation to Agentic RAG |
| 11:45 | Lunch Break |
| 13:00 | Song Hou, VIRIDIEN: From Foundation Models to Agentic Systems: Scaling Geoscience Workflows |
| 14:00 | Ashley Clarke, AkerBP, AI Agents: A view from the domain. |
| 15:00 | Coffee Break |
| 15:15 | Panel Discussion |