About

What is percent2agi?

percent2agi is a research hub for the emerging field of conversational connectomics : the study of how minds connect, adapt, and transform through dialogue.

Conversational connectomics sits at the intersection of network neuroscience, computational psychiatry, memory science, and AI. It asks: what happens in the brain when two agents, human or artificial, genuinely understand each other? How do cognitive networks reshape through sustained interaction? What does the connectome of a conversation look like?

The field is nascent but the foundations are deep. The research here spans 12 domains, refreshed daily, weighted toward high-citation peer-reviewed work. No preprint noise, no hype cycles.

The 12 pillars

Conversational connectomics draws from these foundational research areas:

Cognitive Neuroscience

Neural processes underlying perception, attention, and thought

Memory Systems

Encoding, storage, retrieval, and reconsolidation

Network Neuroscience

Large-scale brain networks and functional connectivity

Complementary Learning

How fast and slow learning systems interact

Dyadic Interaction

Two-person dynamics and interpersonal synchrony

Free Energy Principle

Predictive processing and active inference

Computational Psychiatry

Mathematical models of mental processes

Cognitive Authentication

Non-traditional identity verification methods

Graph Neural Networks

Representation learning on structured data

AI Personalization

Adaptive systems and user modeling

Behavioral Biometrics

Continuous identity signals from behavior

Affective Computing

Emotion detection, processing, and simulation

Why this exists

The research that matters for understanding how minds connect through conversation is scattered across neuroscience journals, AI conferences, psychiatry reviews, and network science proceedings. No single venue covers the full picture.

percent2agi maps the territory. If you're a researcher, builder, or just someone who thinks the next frontier of intelligence is relational, this is your reading list.

Built by the Polarity Lab team.