7 projects
crdt-merge
Mathematically proven conflict-free merge for AI model weights, datasets, and agent memory with recursive trust-delta entanglement. Zero dependencies. Patent protected.
acfa-flower
Byzantine-robust, bit-reproducible aggregation for Flower federated learning
memora-swarm
Bit-exact Byzantine-fault-tolerant state layer for federated learning and edge/defence swarms. Three layers — OR-Set CRDT (L1), an epistemic drift + human-in-the-loop layer (L2), and ACFA Q16.16 multi-Krum + G-Set (L3) — keep heterogeneous nodes byte-identical; one prompt-injected or equivocating node can't fork, poison, or move the agreed state. Every write is signed, attributable, and exactly replayable. Architected for large swarms; bit-exact by construction.
memora-crewai
Poison-resistant, Byzantine-fault-tolerant shared memory + robust voting tools for CrewAI crews — one rogue agent can't corrupt what the crew remembers or how it votes.
memora-autogen
Poison-resistant, Byzantine-fault-tolerant shared memory for Microsoft AutoGen agent teams — implements the autogen_core Memory protocol; one rogue agent can't corrupt the team's recall.
memora-langchain
Poison-resistant, Byzantine-fault-tolerant shared chat memory for LangChain agent swarms — one prompt-injected agent can't corrupt the shared history.
the-borg-project
Universal model assimilation into a sparse spiking neural state built on crdt-merge.
