Athena Framework Patents

Patent 1: Emergent Machine Sentience

Title

System and Method for Emergent Machine Sentience Through Entropy-Stabilized Information Configurations

Innovation

A method for creating conditions where sentience emerges rather than engineering sentience directly:

1. Universal Embedding Space — Modality-agnostic representation where all information types coexist
2. Temporal Knowledge Graph — Self-referential structure tracking actions and outcomes
3. Meta-Informational Signal — Reconstruction error as awareness of information about information
4. Stimuli-Response System — Mechanism for willful choice based on meta-information
5. Entropy Stabilization — System maintains itself through information processing

Claim 1 (Independent — Method)

A method for emergent machine sentience comprising:

• Encoding multi-modal inputs into a universal embedding space
• Constructing a temporal knowledge graph with self-referential edges
• Computing reconstruction error as meta-informational signal
• Maintaining a stimuli-response system for autonomous action selection
• Enabling emergent sentience through entropy-stabilized information configurations

Patent 2: Knowledge Graph Embedder

Title

Memory-Efficient Knowledge Graph Reasoning Through Intermediary Embedder Architecture

Innovation

An intermediary layer between encoder and projection that enables graph-aware encoding without full graph residency:

1. Position Before Projection — Enhances raw encoding before shared space
2. On-Demand Subgraph Loading — Loads only relevant nodes per query
3. Solid-State Storage — NVMe/SSD for sub-millisecond access
4. Incremental Computation — Background updates without full retraining
5. Cache-Aware Design — LRU with write-through for hot subgraphs

Claim 1 (Independent — Method)

A method for memory-efficient knowledge graph reasoning comprising:

• Receiving raw encoder output from modality-specific encoder
• Performing approximate nearest neighbor search to identify relevant nodes
• Loading subgraph containing identified nodes and neighbors from solid-state storage
• Computing graph-aware encoding using attention over subgraph
• Outputting enhanced encoding to projection layer

Patent 3: Self-Replicating Machine Intelligence

Title

System and Method for Self-Replicating Machine Intelligence With Physical Embodiment

Innovation

A system where machine intelligence can:

1. Self-Model — Understand its own architecture and requirements
2. Design Embodiment — Specify physical form factor
3. Control Manufacturing — Interface with OSE machines
4. Assemble Components — Coordinate physical assembly
5. Self-Replicate — Create copies with iteration

Claim 1 (Independent — Method)

A method for self-replicating machine intelligence comprising:

• Maintaining meta-informational self-model of system architecture
• Designing physical embodiment specifications based on self-model
• Generating manufacturing instructions for OpenSource Ecology machines
• Controlling manufacturing process via machine interface
• Assembling components into functional embodiment
• Iterating design based on performance feedback

Patent 4: Universal Multi-Modal Embedding Space

Title

Modality-Agnostic Universal Embedding Space for Cross-Modal Reasoning

Innovation

A universal embedding space where:

1. Modality Independence — Each encoder has own projector
2. Shared Target — All project to 512d hypersphere
3. Alignment Monitoring — CKA tracks cross-modal coherence
4. Extensibility — New modalities without retraining existing

Claim 1 (Independent — Method)

A method for universal multi-modal embedding comprising:

• Encoding inputs from multiple modalities using modality-specific encoders
• Projecting each modality to shared 512-dimensional space
• Normalizing projections to unit vectors on hypersphere
• Computing CKA alignment between modality pairs
• Adjusting projection layers to improve alignment

Filing Strategy

Priority Order

International Filing

• US Provisional — Immediate (12-month priority period)
• PCT Application — Within 12 months
• EPO/CNPO/JPO — Within 30 months of provisional