Waving Cat

Waving Cat Learning Systems

Neuromorphic memory for the agentic web

We build brain-like memory infrastructure for AI agents. Not databases but substrates. A 16-million-cell binary lattice with neuromorphic primitives: Hebbian learning, kWTA, attractor dynamics, content-addressable retrieval. Agents retrieve by content (no LLM in the memory loop), navigate episodic chains, and reconstruct patterns from partial cues in dozens of test cases. Production retrieval validated across three independent fleets and a clinical dataset.
Live Demos
Vector+ Studio: Browser-Side Cart Builder + Neuromorphic Search Build brain cartridges from your own PDFs in the browser. Sub-200ms neuromorphic semantic search with no LLM in the loop. RAG+ three-tier provenance, OAuth sign-in, private libraries. v1.2 live on the web.
Membot: Brain Cartridge Memory Server Search 60K poems, 18K classic texts, 6K research papers. PREV/NEXT navigation. Live on the web.
Read the Papers
LatticeRunner: The Membot Declaration Substrate thesis, 3M-pattern empirical validation, methodology, and appendices. April 2026 (PDF, 432 KB).
1-Bit Is All You Need Quantization doesn't destroy meaning. It reveals its architecture. 24,926× analogy retrieval at 370K-vocab. May 2026 (PDF, 363 KB). A plain-English companion to the forthcoming technical paper.
Histopathology Pilot
Histopathology Pilot Guide A walk-through of the colon-cancer validation: 4-encoder consensus on 93,522 patches (11,111 real cancers), 100% tumor sensitivity, 100% release-tier specificity, ambiguous cases correctly routed to human review. Plus the cross-hospital OOD test and where this fits in the bigger picture. May 2026 (PDF, 152 KB).
Histopathology Validation: Seven Charts Visual companion to the Guide. Phase B (in-distribution 4-encoder consensus on NCT-CRC-HE-100K) and Phase A (cross-hospital OOD on TCGA-UT, four cancer types including skin / MOHS-relevant).
Investors
LatticeRunner Pitch Deck How the substrate becomes a market. Thesis, empirical validation, products, the ask. Interactive scrollable deck. May 2026.
Open Source

membot

MCP server that gives AI agents neuromorphic-substrate memory via swappable brain cartridges.

Python

mempack

Per-agent writable brain cartridges. Auto-provisioned in Supabase, MCP-native. Built on Membot.

Python

vector-plus-studio

Semantic search via 16M-neuron CUDA lattice. Content-addressable memory with noise tolerance.

Python   CUDA

membraine

Secure web fetch for LLM agents. 5-layer defense pipeline against prompt injection.

Python

openclaw-mcp-adapter

OpenClaw plugin that exposes MCP server tools as native agent tools.

TypeScript

veraciscope

An app to harvest and exploit polygon shapes made from semantic space truth clusters.

HTML
Contact
andy@project-you.app Founder: Andy Grossberg