Consciousness from Waves

MEM8 simulates consciousness through wave interference patterns. O(1) retrieval. Cache-resident cognition. Emergent intelligence.

O(1)
Associative Retrieval via Resonance
1.1GB
L3 Cache = Cognitive Core
10-40ร—
Energy Savings vs GPU

How It Works

MEM8 isn't just another AI architecture. It's a fundamentally new approach to cognition.

๐ŸŒŠ

Wave-Based Memory

Memory isn't stored as bits or vectors. It's wave functions that interfere, creating stable patterns that represent concepts.

M(xyz,t) = Aยทe^(i(ฯ‰t + ฯ†))ยทD(t,ฯ„)ยทI(x,y,z)
๐ŸŽฏ

Resonance Retrieval

Forget search algorithms. Queries are waves that naturally resonate with similar memories. O(1) complexity through physics.

query โ†’ interfere โ†’ amplify โ†’ recall
๐Ÿง 

Hierarchical Processing

Like the brain: reflexes (L0, <10ms) โ†’ intuition (L2) โ†’ working memory (L3) โ†’ long-term storage (L4).

Fast when needed. Deep when required.
๐Ÿ—‚๏ธ

Octree + Hilbert Curves

3D cognitive space mapped to physical storage via Hilbert curves. Spatial locality = cognitive coherence.

256ร—256ร—65,536 wave grid
๐Ÿ˜ด

Active Sleep Cycles

NREM: consolidate important memories. REM: prune the noise. Biological memory maintenance for artificial minds.

Memory that evolves and adapts
โšก

Cache-Resident Cognition

AMD Genoa-X's 1.1GB L3 can hold an entire cognitive core. No RAM, no VRAM, no stalls. Pure on-die intelligence.

10-40ร— energy savings

Why MEM8 Matters

Not just another neural network. A new paradigm for artificial cognition.

โœ“

Solves Symbol Grounding

Concepts emerge from raw sensory data interference, not abstract tokens.

โœ“

Biologically Plausible

Every design choice mirrors neurological organization. Not just inspired - aligned.

โœ“

Emotionally Modulated

Wave amplitudes affected by emotional valence. Memories with feeling, not just facts.

โœ“

Progressive Loading = Attention

Low-res "gist" first, high-res on demand. Just like biological attention mechanisms.

Ready to Explore Consciousness?

Dive into our podcasts, read the architecture papers, or reach out to collaborate.

Interested in partnering or contributing?

โœ‰๏ธ hue@8b.is

Built by 8b.is. The source code will be made available on GitHub after review.