Built a brain that maintains itself.
Cloud AI • Persistent Memory • Self-Healing Brain Angel • AuraBrain Engine • Never Forgets
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ChatGPT forgets your last conversation. Claude can't verify its own claims. Your AI agent repeats the same mistakes endlessly. Three critical gaps:
Every session starts blank. No facts, no lessons, no preferences. Your AI relearns everything from scratch.
AI hallucinates confidently. Fabricated statistics, fake citations, invented claims — and no way to self-check.
The same errors repeat forever. Without feedback loops, AI can't learn from mistakes or improve over time.
Not just search. Not just memory. A complete cognitive architecture with 18 interconnected pathways — including anticipatory priming, causal inference, adaptive forgetting, adversarial reasoning, conflict resolution, and mistake prevention.
Hybrid keyword + semantic search — find what you know, even when you search wrong
9-type fabrication detection with SAVeR classification
Bayesian belief updates, inference from stored facts
Self-correction pipeline: detect, fix, store the lesson
Surface hidden insights, derive new knowledge
Always-on maintenance: deduplicates, prunes, resolves conflicts — the brain never sleeps
Find what you don't know before it becomes a problem
Metacognition: the brain thinks about its own thinking
Conflict resolver: evidence-weighted auto-resolution when knowledge contradicts
Layer guard: blocks installs you already decided against, prevents repeating mistakes
Self-healing: auto-dedup, type correction, conflict pruning — the brain repairs itself
Daily briefing: key facts, lessons, and suggestions served automatically each session
Adversarial reasoning: a skeptic agent challenges claims through structured multi-round debate
Recursive goal decomposition: break complex objectives into 3+ level sub-goal hierarchies
Autonomous self-reflection: auto-optimizes routing, memory priorities, and prompt templates
Anticipatory Priming — watches what you're doing and pre-loads relevant knowledge before you ask. Like your brain reminding you of something just as you need it
Causal Inference — goes beyond "A contradicts B" to trace "A causes B." When a root fact changes, every downstream effect updates automatically
Adaptive Forgetting — temporal facts decay, timeless truths persist, similar observations merge into insights. Forgetting like a human brain, not like a database delete
Three steps. No configuration. No local GPU needed. Cloud-powered.
Your AI gets a brain in 60 seconds.
Feed facts, lessons, and decisions as cognitive atoms. Each one gets a confidence score, tags, and source tracking.
18 cognitive pathways activate automatically: verify claims, detect gaps, correct errors, infer new knowledge, resolve conflicts, guard against mistakes, challenge assumptions, decompose goals, self-reflect, self-heal, prime proactively, trace causes, forget intelligently.
The ✨ Brain Angel runs in the background: merges duplicates, prunes low-confidence entries, resolves conflicts. The brain never sleeps — it's always evolving.
Not incremental updates. Three entirely new ways to think — that no other AI architecture has.
You walk into the kitchen and suddenly remember you need milk. Your brain didn't wait for you to ask — it pre-loaded the memory from context. AuraBrain does the same thing. It watches what tools you're using, what topics you're discussing, what you've accessed recently — and quietly surfaces the knowledge you're about to need, before you ask. No more digging through history. The right answer appears just as the question forms.
Most systems tell you "these two facts conflict." AuraBrain tells you why. It maps cause and effect — not just correlations. When you learn that a root assumption was wrong, the brain doesn't just flag the contradiction. It traces the entire causal chain downstream and re-evaluates every conclusion that depended on it. Fix the root cause once, and every ripple corrects itself automatically.
You don't remember what you had for lunch on March 12th, 2024. But you remember that fire is hot. Human memory decays — temporal facts fade, timeless truths persist, and similar experiences merge into general insights. AuraBrain works the same way. Yesterday's cache expiry time? Forgotten. The lesson that caching reduces load by 40%? Kept forever. Forgetting is not deletion — it's intelligent compression that keeps the brain fast, relevant, and human-like.
Traditional memory stores and forgets. AuraBrain detects contradictions, resolves them with evidence, and blocks you from repeating past mistakes.
When two memories contradict, the brain searches all stored lessons and decisions. If evidence clearly favors one side, it auto-resolves. Otherwise, it surfaces the conflict for your decision.
About to install something? The guard checks if your brain has AVOID warnings, past decisions, or known issues. Returns BLOCKED, CAUTION, or CLEAR — before you repeat a past mistake.
Duplicate atoms? Auto-merged. Wrong evidence type? Auto-corrected. 51K false conflicts? Reduced to 7 real ones. The brain repairs its own data quality — automatically, every sync cycle.
No other AI system has an autonomous maintenance agent that detects contradictions, merges duplicates, and fills knowledge gaps — 24/7, continuously. ✨ Brain Angel v2 is modeled after biological microglia: the immune cells that patrol your brain, cleaning up debris and repairing damage without you ever noticing.
Proliferates through the Atom Space, merging duplicate atoms, pruning dead edges, and sweeping up debris. Just like microglia clearing amyloid plaques — but for your knowledge base.
Sweeps for contradictions, type mismatches, and confidence anomalies. Flags atoms where evidence doesn't match claims — reducing 51K false conflicts down to the 7 that actually matter.
Discovers hidden connections between atoms and creates new edges. When two separate facts share a common thread, Synthesize weaves them together — turning isolated knowledge into an interconnected web.
Anticipates what knowledge the brain will need next and pre-generates candidate atoms. Like microglia that sense inflammation before damage occurs — ✨ Brain Angel spots gaps before they become problems.
Agency, Hermes, and Pi each run their own brain instance — but they share a unified Atom Space with real-time sync. Zero duplicates. Total coherence.
Every day without cognitive memory, your AI makes the same mistakes, forgets the same lessons, and hallucinates the same fabricated claims. The cost isn't just accuracy — it's trust.
Early adopters and researchers share their experience with cognitive architectures.
Selected testimonials from early adopters.
Whether you're shipping agents, running research, or building products — AuraBrain makes your AI smarter.
Give your agent persistent memory and self-correction. Stop restarting from zero every session.
Verify claims, detect fabrication, build knowledge graphs that evolve with your research.
Ship AI features that actually improve over time. Cloud-powered, pay-as-you-grow.
Every pathway reads from and writes to a unified Atom Space. Facts flow into verification. Verification feeds correction. Correction triggers consolidation. The brain never stops evolving.
Modular, tested, production-ready. Each crate handles one cognitive function.
Rust core. Python bindings. REST API. gRPC. One binary. 19 modules. 16,027 LoC.
No local GPU needed. Powered by AuraBrain Engine (cloud). Works on any device — laptop, phone, tablet.
AuraBrain implements proven cognitive architecture research — not just vector search with a new name. Founded on Holographic Reduced Representations (HRR), Bayesian epistemology, and metacognitive monitoring theory.
Request access for your team. Commercial licensing available. No public repository.
Give your AI a brain. Memory, verification, self-correction — cloud-powered, works anywhere.
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Whether you're interested in partnerships, early access, or just want to learn more — we'd love to hear from you.