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Sentient Foundation
Sentient Foundation is a Singapore-based nonprofit advancing open-source, decentralized AGI aligned with humanity. It conducts and supports open AI research, provides grants and investments, and operates AI applications and infrastructure for researchers, developers, and communities.
Singapore, SG
Open Deep Search (ODS)
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Description
Open Deep Search (ODS) is a lightweight, open-source framework for integrating deep web search and retrieval into AI agents, optimized for Hugging Face's SmolAgents ecosystem. It combines the Open Search Tool, which rephrases queries, consolidates snippets, re-ranks content, and handles sources including Wikipedia, ArXiv, and PubMed, with Open Reasoning Agent variants that orchestrate tool use. It is intended for developers and builders seeking transparent, modifiable alternatives to proprietary AI-search systems.Category: Developer Tooling
ROMA (Recursive Open Meta-Agent)
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Description
ROMA (Recursive Open Meta-Agent) is an open-source, extensible framework for building multi-agent systems. It represents work as a hierarchical task tree whose nodes assess tasks, plan subtasks, execute work with selected agents or tools, and aggregate results. ROMA provides traceable context flow, structured Pydantic inputs and outputs, modular integrations, parallel execution for independent tasks, and optional human-in-the-loop checks.Category: AI Agent Framework
OML (Open-Access, Monetizable, And Loyal AI Model Serving)
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Description
OML is a proposed primitive for distributing AI models for local execution while maintaining cryptographically enforced authorization. The paper formalizes white-box model-protection goals, including resistance to model extraction and permission forgery, and presents OML 1.0 using model fingerprinting and crypto-economic enforcement mechanisms.Category: Uncategorized