galen

@[email protected]
32 Followers
35 Following
48 Posts
#blacklivesmatter @imperialcollege Statistical Physics, Learning, & living far beyond climate change. Plant powered 🌱🦏 🏊‍♀️🚴 🏃‍♂️🌎 https://bit.ly/2EerLPp
#ComplexNetworks #NetworkScience #StatPhys #complexsystems #neuroscience #networkscience #computationalneuroscience anti-#bullying
galenFeb 18
In a strict out-of-sample benchmark, our method improves real-time hallucination detection from ~64% to ~74%, with statistically decisive gains - even on a small, lightly trained model. Open to conversations with investors and partners in trustworthy AI
#TrustworthyAI #LLM
galenFeb 6
A new mechanism for the emergence of life from sparse beginnings:
"Crossing the Functional Desert: Cascade-Driven Assembly and Feasibility Transitions in Early Life"
https://arxiv.org/abs/2601.06272
#abiogenesis #functionalpercolation
galenFeb 6
Toward a physical theory of information processing:
"Functional Percolation: Criticality of Form and Function"
https://arxiv.org/abs/2512.09317
#complexsystems #complexityscience #networkscience #ai #percolation #cascades #criticality #artificialintelligence
galenFeb 25, 2025
https://sites.google.com/view/complexity-aiml/complexity-ai-ml
Complexity AI ML

Services

galenAug 18, 2024
I’ve updated my GitHub projects gallery! http://galenwilkerson.github.io/
#ai #complexsystems #machinelearning
Galen J. Wilkerson: Insights in Machine Learning, AI, and Complex Systems Research.

galenAug 7, 2024

CatHerder: Reflective LLM Code Creator and Debugger
https://lnkd.in/gWuP4FsP
CatHerder is a simple and intuitive code creator and debugger that utilizes Large Language Model (LLM) reflection to help you debug Python code effectively. By iteratively refining code with the assistance of an LLM, this tool aims to make the debugging process smoother and more efficient.

You can also use it to gradually add features to existing code.

#reflexion #LLM #LLMagents #agentic

LinkedIn

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galenMay 3, 2024
One horse town
galenMay 3, 2024
Innovation?
galenJan 22, 2024
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galenJan 19, 2024
Event on shared consciousness at Imperial College London next Friday https://www.imperial.ac.uk/events/171739/shared-consciousness-in-action/
Shared Consciousness in Action

Join us for an evening of improvisatory music performance, neuroscience of group improvisation, and philosophy of consciousness, to celebrate our shared experience and how improvisation and togetherness can show us what it means to be human.

Imperial College London