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Newfoundation Overview — QuickTime Player
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Agentic Tree Search

Leveraging the power of small language models to search the space of skills, workflows, plans and agents to unleash the power of compositionality.

Recursive Trust Propagation

Routing inference steps based on interaction histories between nodes to scale integrity in a multi-agent environment where peer-evaluations compound into trust scores.

Open Learning

Using git-like cryptographic signatures and trust scores to facilitate epistemic synergy between nodes: allowing nodes to learn from the experience of other nodes.

Multi-Agent RL

Chaining multiple remote models, tools and programs: reinforcing the search process and the individual performance based on advanced credit assignment methods.

Newfoundation

Thank you 谢谢 धन्यवाद Gracias شكراً Merci ধন্যবাদ Obrigado Спасибо תודה ありがとう 감사합니다 მადლობა
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