APPLIED RESEARCH
MYTHOS AI
Applied AI Research Lineage
Where models, retrieval, agents, memory, local inference, and orchestration are explored before selected patterns become bounded capabilities in PANTHEON, AEON, and Ask Mythos.
Research thesis
Intelligence before product architecture
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MYTHOS AI is the public research identity for applied intelligence work across Mythos Systems.
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GhostAI is not the public product name.
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It is not presented as a polished general-purpose assistant or a production autonomous platform.
Training direction
Domain training direction
Research corpora emphasize engineering domains Mythos products actually serve.
Network engineering, architecture, and design
Network security engineering, architecture, and design
Cybersecurity across a wide set of disciplines
Software engineering
Languages: Rust, Go, Python, C++, and web technologies
Agentic frameworks
AI training and fine-tuning
Natural-language solutions for network and security platforms
Hybrid approach
Fine-tune plus RAG
Deep domain knowledge from fine-tuning, with factual grounding from retrieval.
The model is trained to reason about network problems; RAG keeps answers tied to current documentation when evidence is available.
Compare RAG-only vs fine-tune + RAG (expand)
| Dimension | Context injection only | Trained weights + RAG |
|---|---|---|
| Knowledge Source | Context injection at runtime | Trained into model weights + RAG augmentation |
| Domain Understanding | Surface-level pattern matching | Deep architectural comprehension |
| Terminology | Requires explicit definitions | Native understanding of vendor terminology |
| Reasoning | Follows retrieved snippets | Synthesizes knowledge across sources |
| Offline Capability | Requires embedding lookups | Core knowledge persists without retrieval |
| Latency | High (retrieval + generation) | Low (direct generation + optional retrieval) |
Component map
Research component map
Working names for research surfaces - not a claim that every component ships as a public product.
MYTHOS AI
Main application shell
SPECTER
Knowledge search interface
PHANTOM
AI conversation interface
SHADE
Metrics and insights
SEANCE
Configuration and control
CRYPT
Citation and source viewer
Where research lands
Relationship to products
PANTHEON
MYTHOS AI explores intelligence patterns. PANTHEON turns selected patterns into a permission-controlled engineering environment.
AEON
Selected patterns apply to private life management where structured records stay authoritative and AI remains optional.
Ask Mythos
Ask Mythos is a constrained public implementation: approved corpus, deterministic retrieval, browser-local generation, and route citations - not the entire research system.
MYTHOS AI is research and technical lineage. Detailed implementation claims remain evidence-gated. It is not a production autonomous AI platform.
Explore the research behind the portfolio
MYTHOS AI preserves applied model, agent, retrieval, and orchestration research that informs active products.