SmartMemory published four ICLR 2026 submissions that argue memory needs selection, maintenance, and expiry rather than just storage.
Public source
Publisher name
Public post
From our founder's Field Notes: an append-only memory store is not a memory. It is a landfill with an index. Four ICLR 2026 submissions push against the store-everything…
Company
SmartMemory
Memory for agents that reason, not just recall. 5 cognitive memory types, inspectable pipeline, reasoning and tuning.
- Location
- Fort Lauderdale, US
- Company size
- 1 employee
About SmartMemory
New generation of agentic memory which reasons, not just recalls. Get the right context at the right time with fast knowledge extraction, 5 memory types, multi-stage pipeline, reasoning engine, decision provenance, self-learning ontology and contradiction reconciliation. Zettel based memory decomposition and recomposition, evolution algorithms, enrichers, grounders and a tuning Studio. Multi-tenant with strict authorization guards and sharing knowledge and ontologies for teams and the enterprise.
See moreDiscover more
Similar signals
Similar public activity from other companies.
Research & Knowledge
The Memory Company
The Memory Company published a new position paper detailing how AI agents achieve results by improving every day they are in use based on corrections made by reviewers.
Research & Knowledge
NEC Laboratories America, Inc.
NEC Laboratories America, Inc. published a paper titled Representation Interventions Enable Lifelong Knowledge Memory Control in LLMs on July 8, 2026.
Research & Knowledge
EverMind
EverMind conducted an injection ablation on LongMemEval-S using core-only retrieval, finding that core-only averaged 1.95 episodes per query.
Research & Knowledge
xmemory
xmemory published a paper review series exploring the importance of explicit collaboration between agents for finding previous work, relying on contributions, and completing proofs.
Research & Knowledge
Thoth AI