Advanced Architecture FAQ

Advanced Architecture FAQ

Deep technical answers for contributors and researchers

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❓ How does the scheduler decide which agent runs next?

The scheduler uses:

• priority queues
• cognitive context
• dependency graphs
• fairness rules
• lobe activation patterns

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❓ How do agents communicate?

Through:

• message passing
• shared context
• world‑model references
• SL2 commands

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❓ How does memory consolidation work?

Semantic memory is consolidated by:

• clustering
• compression
• redundancy pruning
• ontology alignment

Episodic memory is consolidated by:

• temporal grouping
• relevance scoring
• decay functions

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❓ How does world‑model causality propagate?

Causal links propagate through:

• directed graphs
• temporal ordering
• conditional logic
• probabilistic inference

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❓ How does Syntra Kernel avoid unsafe evolution?

Through:

• constraint enforcement
• sandbox validation
• reversible mutations
• meta‑evolution oversight

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❓ How does the system maintain cognitive coherence?

By synchronizing:

• world‑model
• memory
• UI context
• agent state
• ThoughtStream

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🌟 Summary

This FAQ provides deep insight into the architecture’s internal mechanics.
It is intended for advanced contributors and researchers.