Research
Research is organized into interconnected layers.
Spektre Labs investigates structural invariants across complex systems.
Research is organized into several layers representing domains in which coherence, stability, and collapse can be studied.
Research Map
Core Theoretical Layer
01This layer develops the foundational structures used to describe coherence and collapse in dynamic systems.
- Coherence Theory
- Collapse Dynamics
- Feedback Dynamics
- Information Topology
+ 1 more
Complex Systems Layer
02This layer studies how structural dynamics appear in large-scale human and institutional systems.
- Institutional Systems
- Economic Systems
- Political Systems
- Network Dynamics
+ 1 more
Artificial Intelligence Layer
03Research in this layer examines structural questions related to artificial intelligence and machine reasoning.
- AI Alignment
- AGI Architecture
- Multi-Agent Systems
- Machine Reasoning
+ 1 more
Cognition Layer
04This layer investigates structural properties of cognitive systems.
- Human Cognition
- Dynamic State Machines
- Learning Dynamics
- Perception Systems
+ 1 more
Information & Computation Layer
05This layer explores the structural role of information and computation in complex systems.
- Query Architecture
- Information Architecture
- Computational Epistemology
- Search Dynamics
+ 1 more
Physics Layer
06Research in this layer examines physical systems where coherence and structural limits emerge.
- Thermodynamics of Information
- Quantum Coherence
- Complex Physical Systems
- Holographic Principles
Cross-Domain Layer
07This layer focuses on structures that appear across multiple domains simultaneously.
- Systems Theory
- Emergence
- Critical Transitions
- Universal Invariants
Research Layers
Core Theoretical Layer
01This layer develops the foundational structures used to describe coherence and collapse in dynamic systems.
Coherence Theory
The preservation of structure in dynamic systems.
Collapse Dynamics
Mechanisms through which systems lose coherence and transition into unstable states.
Feedback Dynamics
Corrective feedback channels that maintain system stability.
Information Topology
The structural geometry of information.
Evaluation Invariance
Conditions under which evaluation processes remain coherent.
Complex Systems Layer
02This layer studies how structural dynamics appear in large-scale human and institutional systems.
Institutional Systems
Structures governing organizations and governance.
Economic Systems
Coherence and instability within economic systems.
Political Systems
The dynamics of power and decision-making.
Network Dynamics
Structural properties of interconnected systems.
Collective Intelligence
Formation and propagation of shared knowledge.
Artificial Intelligence Layer
03Research in this layer examines structural questions related to artificial intelligence and machine reasoning.
AI Alignment
Coherence between AI objectives and real-world outcomes.
AGI Architecture
Structural foundations of general intelligence.
Multi-Agent Systems
Dynamics emerging from interacting computational agents.
Machine Reasoning
Decision structures within computational models.
Human-AI Symbiosis
Collaborative cognition between humans and AI systems.
Cognition Layer
04This layer investigates structural properties of cognitive systems.
Human Cognition
Structural models of human decision-making.
Dynamic State Machines
State transitions within cognitive systems.
Learning Dynamics
Processes governing learning and adaptation.
Perception Systems
Information structures underlying perception.
Meta-Cognition
Observation and regulation of thought processes.
Information & Computation Layer
05This layer explores the structural role of information and computation in complex systems.
Query Architecture
How questions and queries define computational exploration.
Information Architecture
Structural organization of knowledge systems.
Computational Epistemology
Formation of knowledge through computational processes.
Search Dynamics
Exploration of latent conceptual spaces.
Knowledge Compression
Representation and compression of information.
Physics Layer
06Research in this layer examines physical systems where coherence and structural limits emerge.
Thermodynamics of Information
Relationships between information and entropy.
Quantum Coherence
Coherence phenomena at quantum scales.
Complex Physical Systems
Nonlinear dynamics in physical systems.
Holographic Principles
Connections between geometry and information.
Cross-Domain Layer
07This layer focuses on structures that appear across multiple domains simultaneously.
Systems Theory
General principles governing complex systems.
Emergence
Formation of higher-level structures from interacting components.
Critical Transitions
Phase transitions in complex systems.
Universal Invariants
Structural relationships that persist across domains.