2 papers
cs.AI2026
Memanto: Typed Semantic Memory with Information-Theoretic Retrieval for Long-Horizon Agents
Seyed Moein Abtahi, Rasa Rahnema, Hetkumar Patel +3
The transition from stateless language model inference to persistent, multi session autonomous agents has revealed memory to be a primary architectural bottleneck in the deployment…
cs.GT2025
Equilibria and Learning in Modular Marketplaces
Kshipra Bhawalkar, Jeff Dean, Christopher Liaw +2
We envision a marketplace where diverse entities offer specialized "modules" through APIs, allowing users to compose the outputs of these modules for complex tasks within a given b…