Building a Shared Human–AI Memory System

Hosted by Amir Feizpour and Hugo Mailhot

Fri, Jun 26, 2026

4:00 PM UTC (45 minutes)

Virtual (Zoom)

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Agentic Buildcamp - A Cognitive Gym for Building AI Agents — using AI Agents
Amir Feizpour, PhD
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What you'll learn

From Stateless to Stateful AI

Why most AI workflows break down over time and how memory changes the interaction model.

Designing a Memory Backbone

How to structure notes so they are both human-readable and usable as machine context.

Dual-Use Knowledge Systems

Turning personal notes into reusable context for research, projects, and collaboration.

Practical Use Cases

Applying shared memory to research synthesis and mapping complex professional ecosystems.

Maintaining and Evolving Memory

Strategies for keeping memory systems accurate, relevant, and useful over time.

Why this topic matters

As AI moves from tool to collaborator, memory becomes a foundational capability. Without it, systems remain shallow and repetitive. Shared human–AI memory systems enable continuity, deeper reasoning, and compounding knowledge over time—unlocking a more durable and productive form of interaction with AI.

You'll learn from

Amir Feizpour

Founder @ Aggregate Intellect

Amir Feizpour is the founder, CEO, and Chief Scientist at Aggregate Intellect building a generative business brain for service and science based companies. Amir has built and grown a global community of 5000+ AI practitioners and researchers gathered around topics in AI research, engineering, product development, and responsibility. Prior to this, Amir was an NLP Product Lead at Royal Bank of Canada. Amir held a research position at University of Oxford conducting experiments on quantum computing resulting in high profile publications and patents. Amir holds a PhD in Physics from University of Toronto. Amir also serves the AI ecosystem as an advisor at MaRS Discovery District, works with several startups as fractional chief AI officer, and engages with a wide range of community audiences (business executives to hands-on developers) through training and educational programs. Amir leads Aggregate Intellect’s R&D via several academic collaborations.

Hugo Mailhot

CoreNLP Lead @ Coveo

Hugo Mailhot is a researcher and team lead specializing in large language models and natural language processing. He has worked across academia, finance, and industry, with experience in quantitative trading, data science leadership, and AI product development. Currently at Coveo, Hugo leads the CoreNLP team, helping evolve and strengthen the company’s LLM-powered offerings. He is passionate about bridging research and practice, and brings a background that spans linguistics, machine learning, and applied AI.

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