autonomous-learning

AI that monitors and improves its own learning process through self-reflection and meta-learning.

Local-first AI runtime that routes 10k+ solver descriptors at warm p99 0.05 ms (1000/1000 hits, zero fallback) and spawns 1004 live agent clones in 120 s. Hex-mesh routing, MAGMA-audited provenance, agent-bridge autonomy fabric. Profile S (fully offline) or Profile L (opt-in cloud). BUSL.

A continuously growing digital life architecture.

AGI-oriented cognitive architecture in Julia with Ada/SPARK execution governance. Learns relational world models from interaction, plans with learned dynamics, synthesizes new concepts, adapts cognitive strategies, conducts self-directed inquiry, and audits decisions.

Full-stack AI ensemble intelligence platform with distributed consciousness monitoring, autonomous learning, and real-time collaboration

Auditable autonomous numerical knowledge generation and scientific discovery research prototype — help wanted

Remake of a bot that applies mathematical reasoning to natural language.

DSH autonomous-learning plugin (v2): TypeScript engine, 11 native DSH tools, evidence-based verification, optional MCP adapter.

DeepSpace v0.8.1 — 自主学习记忆引擎。四层记忆 + Neo4j知识图谱 + 9个AI Agent + 自主执行 + Web Dashboard + D3.js可视化 + 桌面通知 + 插件系统。观察、学习、执行、推送。