True is an AI project
in the field of human cognitive abilities
research

True is an AI project in the field of human
cognitive abilities research

Neural network sincerity tracker

1M

hours of neural network training through video

70

%

прогнозируемая точность детекции паттернов

70

%

прогнозируемая точность детекции паттернов

1M

hours of neural network training through video

The game of mafia
as an unlimited data source for training

Каждый день более 300 игр в мафию совершается на платформе Polemica – это 3000 уникальных видео в день

>300 games daily

Polemica is a platform for playing Mafia, where participants use video cameras and microphones to play. The essence of the game is that the Mafia (3 players) tries to deceive the peaceful town (7 players). The duration of one game is approximately 45 minutes.

1 000,000+ hours

of AI training

A growing dataset of game video recordings with pre-known player roles, allowing analysis to focus only on participants intentionally distorting information.

TrueAI trains an ML model to analyze human cognitive states and detect deception with high accuracy based on recorded Mafia games

AI training
on game data

Project dataset

Visual analysis

Computer vision algorithms capture facial expressions, gestures, and microexpressions.

Audio analysis

The model analyzes timbre, intonation, and speech rhythm, detecting signs of stress or insincerity in the voice.

Language model

Analyzes the content of statements, semantic nuances, lexical patterns, and logical inconsistencies.

The model analyzes
more than 50 metrics simultaneously

Eye-tracking

Identifies gaze, focus shifts, and pupil changes to assess psycho-emotional state.

Gaze

Facial expressions

Timbre

Intonations

Speech rhythm

Speech changes

Architecture

Pattern detection

Multimodal
Sincerity Analysis
Method

The TrueAI architecture is built on a multimodal analysis method. Each behavioral metric is examined and interpreted by a separate model, then cross-validated against others to eliminate errors and improve result accuracy.

Biometric scanning

facial muscle
micro-movements

vascular pattern
dynamics of the skin

heart
rate

blink
-ing

swallo
-wing

blood
pressure

gesture
dynamics

vocal
characteristics

speech
semantics

Video

Audio

The future of business development with AI

TrueAI enhances products and ensures security by analyzing the sincerity of user, consumer, and employee behavior

Application

Soft Skills Trainer

Pain point: Low sales performance, weak NPS of consultants

HR and corporate security

Pain point: Employees conceal information or deliberately lie

Transport hubs

Pain point: Risk of passenger security threats (airports, train stations)

Banking sector

Pain point: High operational costs for credit product scoring

We evaluate the process of bringing the project to market in three stages.

Roadmap

1.

Stage duration

Q3 2025

Stage goal

Develop an MVP. One module will be operational

Costs ~

2.

Stage duration

Q1 2026

Stage goal

Create the second module. Register rights to the technology

Costs ~

3.

Stage duration

Q1 2027

Stage goal

Launch the product
to the market

Costs ~

Who is behind the technology?

Who is behind the technology?

Team

Gordei Chadny

Founder

Founder and CEO Polemica

Vyacheslav Naumov

Co-Founder

Idea author.
PhD student at the Institute of Cognitive Neuroscience, HSE.
Entrepreneur.

Yuri Strot

CTO

Co-Founder Polemica.
CTO and Co-Founder company Exyte

Mario Martinez Satio

ML Lead

Ph.D. in Technical Sciences.
Author of the dissertation "Algorithms for Classifying Human Psychophysical Characteristics."

Vladislav Getmanenko

Manager

COO Polemica

+7 (962) 055 69 00

touch@trueai.company

Contacts