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Introducing MEM|8

Wave-Based Memory That Thinks Like You Do

The world's fastest memory system that actually works like biological memory. 973x faster than traditional vector databases.

Performance
973x
Faster than Qdrant
Memory Usage
10.7x
Smaller footprint
Search Speed
5ยตs
Sub-microsecond

Why MEM|8 Changes Everything

Memory systems haven't evolved in decades. Until now.

๐ŸŒŠ Wave-Based Architecture

Memories stored as dynamic wave patterns that interfere, evolve, and decay naturally - just like biological memory.

  • โœ“ Natural interference patterns
  • โœ“ Organic memory decay
  • โœ“ 32-byte compressed vectors

๐Ÿ’ญ Emotional Intelligence

Every memory includes emotional context that influences priority, decay rates, and retrieval patterns.

  • โœ“ 3-byte emotional encoding
  • โœ“ Emotion-driven recall
  • โœ“ Happiness sonification

๐Ÿš€ Unmatched Performance

Hardware-accelerated SIMD operations deliver sub-microsecond search on millions of memories.

  • โœ“ 308ยตs insertion time
  • โœ“ 5-13ยตs search time
  • โœ“ AVX2/NEON optimized

Experience Grid Memory

Explore our interactive memory visualization and wave propagation demos

Built for the Future of AI

Personal AI Assistants

Create AI that remembers context naturally over time, with memories that strengthen through use and fade when irrelevant.

Edge AI Applications

10.7x smaller memory footprint enables sophisticated AI on resource-constrained devices without sacrificing capability.

Emotional AI Systems

Build AI that understands and responds to emotional context, creating more natural and empathetic interactions.

Real-time Analytics

Process millions of similarity searches per second, enabling real-time pattern recognition and decision making.

Ready to Build with Biological Memory?

Join developers building the next generation of emotionally-aware AI