AI∙Gul Background
RU Universal AI Assistant

Assistant Sapiens Sapiens ™ brings the best in humans to artificial intelligence

Everyone was talking about it - we implemented it
In AI, all the talk is about the Universal Assistant!

Implemented:
• Subpersonalities
• Super-Ego and Humanizer
• Context, Synopsis, and Mind Palace
• Polymorphic functionality
• Asynchronous multimodality
Currently being implemented: • Habitus and self-learning
• Autonomous integration with ERP and CRM

Truly Universal
Truly Smart
Truly an Assistant

Uniqueness of AI∙Gul Technology

Subpersonalities and Super-Ego

• AI∙Gul possesses subpersonalities and a Super-Ego: depending on the context, tone of conversation, and client needs, one subpersonality of the assistant is activated within the dialogue.

• Subpersonalities can have and do have their own accentuation (e.g., empath, "tough salesperson," precise executor) and possess specific knowledge that is utilized 100% in the client servicing process.
• The separation into subpersonalities helps avoid contradictions in the assistant's behavior. Should a conflict arise, the Super-Ego can intervene to resolve contradictions and help the subpersonalities work in tandem for the best performance.
• Subpersonalities are NOT multi-agents. A subpersonality can be implemented using different approaches: complex ones can be realized in a multi-agent setup, simpler ones in a mono-agent setup.

Long-Term Memory

• AI∙Gul possesses enhanced capabilities for managing its own long-term memory. The memory mechanism includes:

• dialogue context;
• streaming synopsis formation;
• formation and caching of a knowledge base (only!) from reliable internet sources;
• message queue - synchronization of the asynchronous dialogue flow with the client using minimal locks and with the possibility of parallel media file processing;
• mind palace - the ability to find and extract information necessary for continuing the conversation from a long dialogue with the client;
• provision of a specific knowledge base to the subpersonality.

Humanizer

• A flexible "humanizer" of communication that adjusts the style of interaction with the client and, if necessary, adapts it to each user.

• Allows AI∙Gul to mimic natural human speech, choosing the optimal pace, vocabulary, tone, and manner of communication.
• Analyzes the linguistic features and emotional state of the client to dynamically introduce adjustments to outgoing messages, making the dialogue as comfortable and natural as possible.
• Ensures consistency in the communication style within the selected subpersonality, smoothing out technical or robotic elements.
• Can utilize knowledge from Long-Term Memory to create a deeply personalized interaction experience.

Polymorphic Functionality

• Understanding its capabilities for interacting with the outside world and dynamically connecting external tools.

• Ensures the execution of tasks requiring multi-step interaction with external systems (e.g., booking, complex calculations, data verification) with subsequent use of the results.
• AI∙Gul is capable of independently determining the necessity of using external functionality, formulating a precise query, and interpreting the received result to continue the dialogue.
• Allows for flexible expansion of the assistant's capabilities without requiring retraining of the core model, which ensures the polymorphism of its actions and reactions.

AI∙Channel Integration

• Integration with key messengers (WhatsApp and Telegram) with the implementation of the human communication paradigm.

• Ensures the seamless presence of AI∙Gul in the client's preferred communication channels, preserving context and personalization regardless of the entry point.
• Allows the reproduction of all the complexity and flexibility of interaction inherent to the Humanizer and the selected Subpersonality within messengers.
• Implements the full use of specific channel functionalities, including processing media files, voice messages, and stickers, just as a human does.
• Guarantees synchronization and consistency of the dialogue when the client switches between different platforms (e.g., starting in Telegram and continuing in WhatsApp).

Natural Dialogue

• Conducting conversation through semantic clusters rather than strictly linear and sequential blocks, which corresponds to the human communication style.

• The ability to be interrupted by a client, remember the current topic, and return to it without losing context after discussing an urgent or tangential issue.
• Support for parallel conversations: AI∙Gul is capable of retaining several unrelated topics in active memory within a single dialogue, smoothly switching between them upon request.
• Dynamic focus of attention, allowing it to determine which previously discussed topic a new client message relates to.
• High dialogue coherence even with a complex, unstructured, or chaotic communication style from the client.

• AI∙Gul knows when to be silent when there is nothing to say or nothing to talk about.

Already implemented in real projects

Visa Tech Startup

• Successfully launched a prototype AI assistant in the field of visa technology, demonstrating high efficiency and highly specialized functionality.

• AI∙Gul is capable of independently collecting application data, consulting on visa requirements, and providing information on service costs and consular fees.
• The system is capable of automatically booking flights and hotels, independently filling out visa application forms on consulate websites, and arranging medical insurance.
• The time required for processing visa documents is reduced from 1.5 hours to 7 minutes per person.
• The implementation of the AI assistant allows for a 90% reduction in staff, ensuring operation on the platform VisaOnline.Pro.
Try it out
Visa in 15 Minutes
Visa in 15 Minutes

Medicine

• The implementation in the medical sector demonstrates the universality and adaptability of the Assistant Sapiens Sapiens™ technology.

• Performs deep analysis of the call center operations for a chain of clinics, including automatic transcription of all conversations.
• Identifies and classifies operators' speech, stylistic, and script errors, providing specific recommendations for their correction.
• Based on the analysis, it generates a variant of the "ideal dialogue" and prompts the employee on how to correct their speech.
• Conducts a comprehensive analysis of the client's behavior during the conversation, offering the operator optimal communication strategies to increase conversion (including proactively addressing objections).
Try it out
Medical Assistant

Beauty Salon

• Determines the individual needs of the client and offers the most suitable services.

• Selects available time slots considering the possibility to perform consecutive procedures by different specialists without waiting.
• Independently creates combined procedures (coloring, manicure, massage), organizing them in a convenient format for the client.
• Analyzes the client's history and preferences for personalized recommendations and additional services.
• Assists the operator in increasing sales by suggesting complementary services at the right moment.
Try it out!
Salon Administrator

The AGI revolution is temporarily postponed.

But evolution cannot be stopped!

Contact us to find out more about the capabilities of Assistant Sapiens Sapiens™ in your field of activity.

Technology Author - Mathematician Vitaly Sarmaev

Siegen, DE | Astana, KAZ

Created and copyrighted in Kazakhstan.

Contact us
vsarmaev@gmail.com +49-1522-834-85-68 +7-706-725-29-34 @vitaly_sarmaev
Other projects by the author:
Math 2.0
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