NORTH YORK, Ontario — November 10, 2025 — Leads & Copy — RUNSTACK Inc., a Canadian AI agent software company, has announced a breakthrough in artificial intelligence with its new HyperMemory architecture, solving the “forgetting” problem in AI systems.
The new proprietary long-term memory architecture is built on advanced hypergraph technology. HyperMemory transforms AI agent memory from fuzzy to reliable by creating a dynamically updating system that can be shared between AI agents.
Nate Gibson, Co-founder and CTO of RUNSTACK, said that for years, AI memory has been treated like an imperfect keyword search, forcing models to rely on luck. HyperMemory changes that by providing the agent with an organized, logical map of its entire knowledge base. He added that it allows AI to perform intricate reasoning, follow processes perfectly, and quickly access the knowledge it needs.
HyperMemory moves past the industry standard, Retrieval-Augmented Generation (RAG), which only performs simple “semantic similarity” searches. Instead, HyperMemory uses a hypergraph, which is a universal mathematical structure allowing it to model complex, multi-layered memories and form relationships like the human mind.
The benefits of HyperMemory include:
* Automation: Agents adhere strictly to rules and complex procedures, such as an autonomous sales agent following a multi-step sales script flawlessly.
* Expertise: Agents can quickly organize large amounts of information. This structure allows agents to perform complex analyses and actions in seconds.
* Continuous Improvement: Agents can continually update and refine their knowledge based on new interactions and learned lessons.
By storing memories as standardized JSON files, HyperMemory allows knowledge to be easily shared and swapped between different AI agents. Specialized expertise can be instantly transferred to any new agent, minimizing setup time and maximizing productivity across an organization.
RUNSTACK believes that the future of AI is not about better conversation, but about better execution. HyperMemory is a step toward transforming AI agents into reliable partners that can handle 60–70% of repetitive, non-creative work.
RUNSTACK Inc. was founded in 2025 and is building the agents for next-generation AI-powered productivity tools. RUNSTACK’s platform enables users to create and orchestrate autonomous teams of AI agents that collaborate across tools and data environments using natural language.
Media Contact:
RUNSTACK Inc.
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