Precogs
Ontological oracle intelligence engine that sits above Croutons.ai, providing predictive reasoning and multi-domain cognition.
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Precogs is the "mind" of the system — the reasoning layer that transforms micro-facts into actionable intelligence.
Capabilities
Predictive Reasoning
Advanced reasoning capabilities that predict outcomes and future states based on ontological relationships and historical patterns.
Multi-Domain Cognition
Understanding and reasoning across multiple knowledge domains simultaneously, connecting insights from disparate sources.
Ontological Structuring
Building and maintaining complex ontological structures that define entity relationships and semantic hierarchies.
Temporal Simulation
Modeling and simulating temporal sequences, predicting how systems evolve over time based on current states.
Inference from Micro-Fact Streams
Real-time inference and reasoning from continuous streams of micro-facts generated by Croutons.ai.
Real-Time Agentic Intelligence
Providing immediate, actionable intelligence for AI agents making decisions in real-time environments.
Ranking of Authority and Relevance
Intelligent ranking systems that assess source authority and content relevance for search and discovery.
System Architecture
Precogs operates as the reasoning layer above Croutons.ai's fact layer. It consumes micro-facts, applies ontological reasoning, and generates predictive insights. This architecture enables:
- Complex multi-step reasoning across domains
- Predictive modeling based on historical patterns
- Real-time decision support for AI agents
- Authority and relevance scoring for content
- Temporal reasoning and future state prediction
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