Implementation of language agent tree search paper.
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Jun 7, 2026 - Jupyter Notebook
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lats
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KERNEL v4.2 est un scheduler cognitif adaptatif pour LLMs intégrant LATS, Reflexion et Meta-Prompting. Il optimise dynamiquement le routing du raisonnement selon la complexité (1-5) pour maximiser la précision et réduire les hallucinations. Propulsé par la vision Lichen-Collectives.
open-source machine-learning logic innovation artificial-intelligence cognitive-architecture self-consistency ai-alignment systems-thinking research-framework adaptive-routing lats prompt-engineering chain-of-thought llm-reasoning meta-prompting reflexivity lichen-universe lichen-collectives bryan-ouellette
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Feb 7, 2026
The reflection agent architecture in LangGraph: rubric-critic reflection, Reflexion with sandboxed unit tests and episodic lessons, and LATS-lite tree search. Runs 100% locally on ollama.
python reflection mcts tree-search ai-agents reflexion self-reflection code-sandbox ai-tools lats llm generative-ai langchain local-llm ollama self-critique langgraph llm-as-judge agentic-ai agent-memory
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Oct 25, 2026 - Python
$Lats coin (PivX fork) is a gift to Latvia and the Latvian online community. The meaning of "Lats" > it is the name of the national currency that Latvia gave away after joining the economical alliance of the EU (good or bad > not for us to decide)
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Aug 25, 2026 - C++
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