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Research Internship in Agentic Learning, Memory & Neurosymbolic Reasoning

Axiomatic AIBoston, US / Toronto, Canada / Castelldefels (Barcelona), Spain
On-site Internship

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Experience Level

Entry Level

Qualifications

Key RequirementsPursuing a Master’s or PhD in Artificial Intelligence, Computer Science, Machine Learning, or a related field. Proficiency in Python programming. Solid understanding of machine learning research principles and experimental design. Ability to navigate between theoretical and practical aspects of research and development.

About the job

About Axiomatic AI

Axiomatic AI develops AI systems that combine deep learning, formal logic, and physics-based modeling. The goal: create AI that is verifiable, interpretable, and genuinely useful for scientific and engineering work. The company’s 30×30 mission targets a 30-fold improvement in the speed, accessibility, and cost of semiconductor and photonic hardware development by 2030.

Teams at Axiomatic AI focus on transforming hardware design and simulation, aiming to turn research breakthroughs into commercial products. Offices are located in Boston, Toronto, and Castelldefels (Barcelona).

Research Internship: Role Overview

This internship focuses on exploratory research within agentic learning, memory, and neurosymbolic reasoning. The position is part of KAMAS (Knowledge, Agents, Memory and Systems), a team working on knowledge-driven, verifiable agentic AI systems. The main objectives: identify promising research directions and produce impactful results, with the possibility of publication.

Research topics may include:

  • Studying teacher and student interaction in long-term learning, where the student evolves through ongoing engagement with a teacher.
  • Investigating how external and parametric memory interact, especially ways to enable effective two-way information flow.
  • Applying neurosymbolic techniques for validation and verification (V&V) in agentic reasoning systems.

These areas are starting points; additional research directions may develop based on intern background, interests, and project needs.

What You Will Do

  • Conduct exploratory research in line with KAMAS objectives in agentic AI and learning systems.
  • Design, implement, and run experiments to evaluate research ideas.
  • Document findings for internal use and presentations, with the potential for external publication.

About Axiomatic AI

Axiomatic AI is pioneering the development of advanced AI systems that leverage rigorous scientific methodologies, aiming to revolutionize hardware design and simulation industries.

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