SILVIA

Symbolically Isolated Linguistically Variable Intelligence Algorithms

SILVIA is a deterministic AI platform based in C# that delivers consistent, context-aware, and human-like interactions by processing natural language inputs through predefined rules and algorithms, ensuring predictable and secure responses across all devices.

"Symbolically Isolated"

SILVIA absorbs and atomizes all of the text it receives into calculable sequences of indexed Concepts. Relations between these Concepts allow for more flexible inference. This allows for sequential and relational inference and response generation adherent to its knowledge domain. SILVIA pioneered and patented these techniques, and the AI industry today continues to use them to great effect for LLM’s and Reasoning Models.

"Linguistically Variable"

SILVIA’s functionality is not limited by language, nor is SILVIA limited to any single language; SILVIA Core “thinks” in terms of mathematical units, sequences, and relational maps. SILVIA Agents can use any kind of human- or machine-readable text, in any language or format you choose, and providing a robust, flexible command and control system that speaks your language.

"Intelligence Algorithms"

SILVIA uses a battery of statistical inference methods, security protocols, and script events to make behavioral decisions and generate output. SILVIA doesn’t rely solely on pattern matching, it conceptualizes meaning from inputs, logs novel inputs, and can dynamically generate new outputs. SILVIA connects concepts in a non-prescriptivist fashion, achieves highly-accurate inference, and is fully-adaptable.

SILVIA’s Behavior architecture, complete with I/O processing, interpretive and comparative heuristics, security validation, and flexible script execution timings, allows for the creation of reliable, rules-based interactive and automated interfaces, systems, and services.

Components of the SILVIA Technology

SILVIA Core

A high-performance runtime engine, configurable for client, server, or mobile / embedded devices.

SILVIA Core manages user sessions and active knowledgebases via Brain Files, and provides an internal C# Compiler to create self-contained AI Agents. Cross-compatibility is ensured by SILVIA Core’s .NET native architecture. SILVIA Core can compile Just-In-Time or Ahead-Of-Time.

SILVIA Server

A configurable system for automated management of SILVIA Cores on one or more networked servers.

SILVIA Server scales laterally and has extremely low inference latency. SILVIA Server can be deployed from a standard VM instance, within an intranet, or through a web server to handle thousands of individual exchanges at a time.

SILVIA Studio

An authoring suite for SILVIA development and integration.

SILVIA Studio works either as a standalone application, or as an In-Editor application within Unity.

As AI becomes more integrated into our daily lives, especially in critical areas like healthcare, finance, and autonomous systems, the need for consistent and reliable AI behavior is paramount. SILVIA’s deterministic AI architecture ensures that given the same input, the system will always produce the same output. This predictability is crucial for applications where unexpected variations can lead to significant risks.

Unlike some AI models that might yield different results for the same input due to randomness, SILVIA’s approach offers transparency and trustworthiness. Moreover, by processing data directly on devices, SILVIA enhances data privacy and reduces reliance on external servers. In an era where understanding and trusting AI decisions is more important than ever, SILVIA provides a dependable solution.​

Discover how Cognitive Code's SILVIA can transform your AI capabilities.