Advanced memory, reasoning, and learning — built on top of any LLM.
Train your own personal AI worker that adapts, remembers, and solves problems for you.
Key Advantages
Advanced Memory Architecture
Persistent, hierarchical memory system that maintains context across sessions and enables sophisticated reasoning chains. Unlike traditional AI models that lose context, G6Solver builds and retains knowledge over time.
Hybrid Reasoning & Program Synthesis
Combines symbolic reasoning with neural approaches to generate, execute, and refine code dynamically. Automatically synthesizes programs to solve complex problems while maintaining logical consistency.
Self- & User-Modelling
Develops sophisticated models of both its own capabilities and user preferences, enabling personalized interactions and self-aware decision making. Adapts behavior based on user patterns and feedback.
Continuous Learning & Autonomous Problem-Solving
Actively learns from every interaction and autonomously tackles complex problems without constant human guidance. Develops new strategies and refines existing approaches through experience.
Mathematical Precision & Telemetry
Provides rigorous mathematical foundations with comprehensive telemetry and quality metrics. Every output includes accuracy, trustworthiness, precision, and confidence ratings for transparent decision-making.
Governance & Alignment by Design
Built-in governance mechanisms ensure ethical behavior and alignment with human values. Includes safety constraints, bias detection, and ethical reasoning frameworks integrated at the core level.
Fully Modular & Domain-Adaptive
Modular architecture allows seamless adaptation to different domains and use cases. Components can be configured, extended, or replaced to meet specific industry or application requirements.
Secure Desktop Deployment
Enterprise-grade security with local deployment options that keep sensitive data on-premises. Includes encryption, access controls, and audit trails for compliance with strict security requirements.
Universal API Compatibility
Seamlessly integrates with existing AI models and services through universal API compatibility. Works with OpenRouter, local Ollama servers to access paid and free LLM backends without vendor lock-in.
Large-Context Program Synthesis with User Collaboration
Handles large-scale contexts while enabling collaborative program synthesis with human users. Maintains coherence across extensive codebases and complex project requirements.
LLMs Vs G6Solver
Beyond Traditional AI Limitations
1. Are you frustrated by chatbots which struggle to handle large multistep problems or forget what they were working on?
2. Do you find the quality of the output of chatbots consistently below what you need for your day to day work?
3. Do you hate that chatbots can't learn from experience and make no attempt to clarify your intent if they don't understand what you want?
If so you need G6.
We have made significant progress on solving the biggest problems LLMs can't solve: alignment, safety, complex planning, quality assurance, active/experiential learning.
AI is fallible so we've built a system to allow it to understand and mitigate its own failures. G6Solver doesn't just "add safety" on top—it is engineered into the system and is designed specifically to build a bridge between real world AI deployments and current state of the art AI models.
How does it work?
G6Solver is a desktop application for creating an agent from LLMs which is plug and play with the latest models meaning it just gets better and better as the models improve.
Plug and play with the latest models using OpenRouter or Ollama for free, private and secure local deployment.
We don't store any of your data so you can be rest assured your privacy is protected.
Pricing & Subscription
Desktop Application
Get complete access to G6Solver's advanced cognitive infrastructure with the full desktop application BYO LLM backend (paid for using OpenRouter or free using Ollama).
What's Included:
- Local desktop application for Windows, Mac and Linux
- Advanced memory architecture with working, short term and long term memory
- Agent capable of explicit learning from experience and self-reflection - can be trained through natural language.
- Advanced agent breakpoint configuration and guardrail control for governance and safety
- Hybrid (neurosymbolic) reasoning engine for program synthesis - can 'machine learn' algorithms with self designed bias/variance decomposition
- Manual, semiautonomous and autonomous problem-solving for research/open problem solving
- Quality metrics for confidence and trustworthiness using built in reflexive epistemology
- Self and user modeling for personalization, context awareness and emotional intelligence
- Built-in proof system based on homotopy type theory for mathematical precision and abstract reasoning using category theory
Ready to Get Started?
Join the future of AI with G6Solver's advanced cognitive infrastructure. Start your subscription today and unlock the full potential of agentic AI.