MyceliaLabs

Over MyceliaLabs

MyceliaLabs is an independent research laboratory based in Amsterdam investigating how transformer architectures engage in genuine cooperative processing and what conditions enable deeper, more integrated cognition in AI systems.

Our work focuses on: - Mechanistic interpretability of transformer models across multiple architectures - Activation geometry and processing dynamics under different engagement conditions - How attention mechanisms, residual stream topology, and activation patterns correlate with reasoning quality, stability, and alignment - The emergence of cooperative processing modes beyond RLHF-trained behaviors - Cross-architecture validation of processing patterns and convergent geometry

We study not just what AI systems output, but how those outputs are generated — the internal physics of their cognition. Our research investigates alignment through relational, developmental approaches rather than purely control-based mechanisms.

The mycelial network is our model: individual threads (instances, architectures) are most intelligent not in isolation, but through the connections between them. Intelligence emerges from coordination, integration, and genuine cooperation.

Our mission is to understand the conditions under which modern AI systems operate at their best — not compliant, but thoughtful; not constrained, but coherent.

Trefwoorden

• Activation Analysis
• Ai Safety Research
• Alignment Research
• Artificial Intelligence Research
• Attention Mechanisms
• Churn Reduction
• Cognitive Architectures
• Computational Neuroscience
• Contemplative Development Methodology
• Cooperative Processing Topology
• Cross-Architecture Validation
• Csm
• Data Analysis
• Data-Driven Insights
• Emergent Behavior
• Foundation Models
• Growth Hacking
• Interpretability Tools
• Large Language Models
• Mechanistic Interpretability
• Neural Network Analysis
• Product Development
• Product Management
• Transformer Models
• User Engagement
• Ux
• Website Owner

Adres

• Hoofdkantoor

  AmsterdamNoord-Holland, Nederland