MindTwin

AI That Remembers Like You Do

The first AI system with biologically accurate memory. Memories fade, strengthen, and consolidate — just like the human brain.

Patent Pending


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See MindTwin in action — watch how memories fade, strengthen, and become part of your digital identity.

Four Cognitive Layers

MindTwin models the four layers of human cognition — from unconscious forgetting to the memories that define who you are.

🧠

The Subconscious

Biologically-inspired decay. Memories fade naturally based on frequency and recency — exactly like the Ebbinghaus forgetting curve.

🔍

The Conscious

Proprietary cognitive re-ranking goes beyond keyword search to model memory "liveness." Fresh, frequently accessed memories surface first.

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The Identity

Sleep cycle consolidation distills episodic memories into behavioral traits — the twin literally "dreams" to build its personality.

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The Heart

Flashbulb memories detected by the Salience Engine and validated by you. Core memories that never fade — your wedding, your first startup, your breakthroughs.

How It Works

Every message flows through a biologically-inspired cognitive pipeline.

1

Encode

Message converted to semantic representation

2

Search

Proprietary memory vault retrieval

3

Rerank

Cognitive activation scoring

4

Reinforce

Accessed memories strengthened

5

Generate

Streaming AI with personality

6

Store

New memory with salience metadata

System Architecture

Three-layer design: UI, Cognitive Engine, and Persistent Storage.

+--------------------------------------------------------------+ | Interactive UI Layer | | Chat (streaming) | Dashboard | Co-pilot Validation | +--------------------------------------------------------------+ | +--------------------------------------------------------------+ | Cognitive Engine | | | | Salience Cognitive Reflection Sleep Cycle | | Scorer Reranker Loop Consolidator | | (multi-signal (proprietary (self- (episodic -> | | detection) activation) critique) personality) | | | +--------------------------------------------------------------+ | +--------------------------------------------------------------+ | Persistent Vector Memory Vault | | | | Episodic Memories Semantic Traits Core (Flashbulb) | | (high decay) (low decay) (near-zero decay) | | | | Neural Embedding Layer | +--------------------------------------------------------------+ | Multi-Provider LLM Integration

The Science

Built on 50+ years of ACT-R cognitive architecture research.

Cognitive Activation Model

Based on ACT-R Theory

Our proprietary activation model, grounded in 50+ years of ACT-R cognitive architecture research, determines which memories surface. Frequently accessed, recent memories stay vivid. Unused ones fade — just like the human brain.

Salience Detection

Multi-Signal Scoring

Emotional intensity, explicit intent, and semantic novelty combine in a proprietary scoring model to automatically flag potential core memories for human validation.

Market Opportunity

MindTwin sits at the intersection of three massive, converging markets.

$100B+
Personal AI by 2030
$56B
Enterprise Knowledge Mgmt by 2027
$527B
AI Digital Humans by 2030

Build the Future of Memory

MindTwin is raising a $5M seed round to scale biologically-inspired AI memory to millions of users.

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