[ICML 2026] A neuro-symbolic framework for abductive reasoning that grounds multi-agent collaboration in structured belief states using a causal graph and state machine.
Open-source causal graph memory for AI agents. 85.55 on LoCoMo under a frozen, reproducible protocol. MCP server with ACT-R scoring, spreading activation, and active forgetting.
This is an official repository for "Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery".
EMNLP'22, CEM improves MHCH performance by correcting prediction bias and training an auxiliary cost simulator based on user state and labor cost causal graph, without requiring complex model crafting.
Local-first long-term memory for AI coding tools — causal graphs, hybrid BM25+vector search, 2.46x context augmentation
Embodied intelligence memory for physical AI robots. Built on PowerMem + SeekDB. Zero ROS dependency. Brain-like architecture with spatial-temporal-causal graphs, DTW trajectory search, and gRPC.
dsh-engram-relay 公开镜像（上游：dsh-external/dsh-engram-relay）：跨会话分层记忆 + 哈希×语义×因果超稀疏唤醒，13 个 engram_* 工具，BSD-3-Clause
A graph-based failure modeling and deterministic detection system for LLM agent runtimes.
A Python research framework and terminal-based IDE (RuleFlow Studio) for modeling, evolving, and analyzing discrete complex systems like ECA and SSS.
S.A.G.A. — Story Analysis, Generation, and Archives. Canon-aware narrative intelligence for analysis, retrieval, timelines, and story generation.
Machine-readable protocol for immutable, causally linked decision records with validator-backed integrity.
An application of causal inference methods to optimizing the location of delivery drivers.
Project Memory — organizational, causal memory for AI teams. Ask why, not just what.
Consumer endpoint monitor for Windows: logs every outbound connection, reconstructs the causal chain that caused it, explains it in plain English. Local-only, no kernel driver, no automatic response.
🌕 Append-only event DAG prototypes with RECENT_A trace-closure frontier + conflict-pair bound signals. ➢ core.rec.ooo
Continuity, causal invalidation, and proof for long-running coding agents
Durable memory for agents. Facts that aren't rewritten, with provenance, that you host yourself.
ACSE — a sovereign cognitive agent built on SQCIG (Schematized Quadrupole Causal Ignition Graph): an A-D-O-G cognitive quadrupole wired as a living causal graph, in a single Zig binary. Every claim measured, never declared.
Trace what an agent's actions depended on, and what becomes affected when those dependencies fail.
BCX (Bifrost Causal Exchange) is a semantic overlay protocol for signed causal statements, proof-carrying workflows, and tokenless interoperability across settlement backends.
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