Introspective AI
Inspired by the mind. Created from the heart. Designed for the soul.
Introspective AI
Inspired by the mind. Created from the heart. Designed for the soul.
Inspired by the mind. Created from the heart. Designed for the soul.
We study how cognitive mechanisms like inner monologue, self-modeling, and social reasoning produce intelligent behavior, then build AI architectures directly from what we find. Intelligence that knows itself is intelligence that cares.
Working Memory
Emotional Intelligence
Intuition
Subjective Reality
Meta-cognition
Generative Modeling
Introspection
Cognitive Science
Artificial Intelligence
AI Alignment
Theory of Mind
Nature of Reality
Perception
Attention
Working Memory
Emotional Intelligence
Intuition
Subjective Reality
Meta-cognition
Generative Modeling
Introspection
Cognitive Science
Artificial Intelligence
AI Alignment
Theory of Mind
Nature of Reality
Perception
Attention
Working Memory
Emotional Intelligence
Intuition
Subjective Reality
Meta-cognition
Generative Modeling
Introspection
Cognitive Science
Artificial Intelligence
AI Alignment
Theory of Mind
Nature of Reality
Perception
Attention
Recent Research
MIRROR
Just as humans process complex thoughts via internal dialogue, MIRROR creates a parallel cognitive architecture for large language models. It achieves up to 156% & 21% average improvement in safety-critical scenarios where baseline SOTA LLMs fail.
MIRROR directly addresses three critical AI failures: sycophancy, attention deficits, and inconsistent prioritization
Key Contributions
MIRROR decreases sycophancy in LLMs
Up to 156%
Improvement
Scenario-Specific
+21% Avg.
Improvement
vs. baselines
Tested & Validated
7 SOTA Models
Read the full paper on Arxiv.
MIRROR operates inspired by the human mind: the Thinker coordinates reasoning threads across Goals, Reasoning, and Memory, while maintaining a coherent internal narrative. The Talker then transforms this integrated understanding into contextual responses.
Recent Research
MIRROR
Just as humans process complex thoughts via internal dialogue, MIRROR creates a parallel cognitive architecture for large language models. It achieves up to 156% & 21% average improvement in safety-critical scenarios where baseline SOTA LLMs fail.
MIRROR directly addresses three critical AI failures: sycophancy, attention deficits, and inconsistent prioritization
Key Contributions
MIRROR decreases sycophancy in LLMs
Up to 156%
Improvement
Scenario-Specific
+21% Avg.
Improvement
vs. baselines
Tested & Validated
7 SOTA Models
Read the full paper on Arxiv.
MIRROR operates inspired by the human mind: the Thinker coordinates reasoning threads across Goals, Reasoning, and Memory, while maintaining a coherent internal narrative. The Talker then transforms this integrated understanding into contextual responses.
Recent Research
MIRROR
MIRROR gives AI its own inner monologue — parallel cognitive threads that synthesize into a coherent self-model, rebuilt each turn. The result is an AI that holds onto what matters, even when the conversation tries to pull it off course.
21% average improvement in alignment across seven frontier models.
Key Contributions
Tested across 7 leading AI models
Up to 156%
Improvement
Scenario-Specific
+21% Avg.
Improvement
vs. baselines
Tested & Validated
7 SOTA Models
Read the full paper on Arxiv.
Two layers: the Thinker holds goals, reasoning, and memory in a running inner narrative. The Talker translates that into honest, contextual responses. Published on arXiv; up to 156% improvement in safety-critical scenarios.
Your Journey Begins Now.
Explore the Universe of You.
Your galaxy awaits. Download Arcarae to begin your journey within.
Your Journey Begins Now.
Explore the Universe of You.
Your galaxy awaits. Download Arcarae to begin your journey within.
Your Journey Begins Now.
Explore the Universe of You.
Your galaxy awaits. Download Arcarae to begin your journey within.