🚀 New Paper Accepted at SBBD 2026! 🚀

🚀 New Paper Accepted at SBBD 2026! 🚀

We are happy to share that our latest research paper, "Provenance-Guided Analysis of Agentic Workflows" (Análise de Workflows Agênticos Guiada por Proveniência -- In Portuguese), has been accepted for presentation at the Brazilian Symposium on Databases (SBBD 2026)! 🇧🇷✨

This work is a core part of Valesca Moura's M.Sc. dissertation at Instituto de Computação UFF under the supervision of Prof. Daniel de Oliveira (UFF) and Sandro Rama Fiorini (PUC-Behring Institute for Artificial Intelligence)

As Autonomous AI Agents and Large Language Models (LLMs) increasingly drive complex decision-making and automate workflows, a critical challenge emerges: How do we audit their choices and mitigate hallucinations when their reasoning remains hidden?

The proposed approach, ANCHOR (ANalysis of agentiC workflows via History and prOvenance), introduces a framework to solve this:

🎛️ Telemetry & Interaction-Centric Capture: Tracing execution spans down to individual agent intentions and actions.

📐 Data Structuring: Transforming unstructured logs into clear, hierarchical agent records (Interactions, Entities, Intentions).

🌐 W3C PROV Alignment: Standardizing data to export rich, graph-based provenance models for thorough workflow auditing.

Feel free to reach out at SBBD 2026 if you'd like to discuss agentic frameworks, data provenance, or AI auditability!

#SBBD2026 #AIAgents #LLMs #DataProvenance #DataEngineering #ResponsibleAI #UFF #Research #MScDissertation