Software Engineering for Machine Learning Applications Symposium
Engineering Trustworthy and Cost-Effective AI Multi-Agents
June 1st to June 3rd, 2026
Bringing Together the Brightest Artificial and Human Minds to Shape the Future of Agentic Software!
SEMLA 2026 is an international symposium held June 1–3 in Montréal, bringing together leading researchers and practitioners in software engineering and machine learning. Held at Polytechnique Montréal, we tackle the real challenges of building, deploying, and governing AI-driven software systems. This year, we focus on making AI multi-agent systems trustworthy, cost-effective, and ready for the real world.
Multi-agent operations and lifecycle management
Human-AI interaction and agent-driven experiences
Foundation models and intelligent data platforms
Security, safety, and guardrails for deployed AI
Embedding expertise and knowledge into AI agents
memory
Accuracy, robustness, and performance of AI systems
Ethics, legal frameworks, and AI governance
Energy consumption and efficiency of AI at scale
Trustworthy AI and the future of software engineering
Come join us at SEMLA 2026!
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