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CASCADE PyTorch Hebbian CIPS Stack

THE CIPS STACK

One query. Three backends. Unified cognition.

NEURAL GATE
Pre-token gating ~270μs
QUERY
Complete AI Memory Architecture
QUERY OUT
Parallel execution: <26ms combined
REAL SPEED ~2s
Neural Gate filters concepts
Query fans out in parallel
PyTorch: semantic similarity
Hebbian: learned associations
CASCADE: structured memory
Results converge
CMM synthesizes response
Soul Fan Out Search Return Synth
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PERFORMANCE

Fast. Unified. Intelligent.

<26ms
Combined Query Time
3
Backends in Parallel
Unified
Result Synthesis

CIPS STACK

Complete cognitive architecture - CASCADE + PyTorch Memory + Hebbian Mind + CMM unified

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