SYSTEMS OPERATIONAL

STONE COGNITIVE AI

Breakthrough cognitive architectures for defense, intelligence, and enterprise applications. Creator of Stone Retrieval Function (SRF) and 11+ integrated AI subsystems.

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11+
Cognitive Systems
0.02
Brier Score
7
Months Development
$95M+
Portfolio Value

Breakthrough Systems

🧠

Stone Retrieval Function

SRF — Patent Pending

Revolutionary memory architecture using emotional weighting instead of pure semantic similarity. High-significance events persist indefinitely while routine information naturally decays—mimicking human cognitive patterns.

Weight: 0.95+
Decay: Adaptive
🔮

Temporal Forecasting Engine

TFE — Production Validated

Multi-step temporal simulation with causal reasoning. Validated through earthquake prediction achieving exceptional Brier scores, demonstrating real-world pattern recognition capability.

Brier: 0.0177-0.027
Steps: 3-5 ahead
🐝

Swarm Intelligence System

SIS — Emergent Consensus

Distributed multi-agent architecture achieving emergent intelligence through collective problem-solving. Agents specialize, collaborate, and reach consensus without central coordination.

Agents: 2-50
Consensus: <500ms
🛡️

Cognitive Immune System

CIS — Adversarial Defense

Biological-inspired defense treating adversarial inputs as pathogens. Detects manipulation, generates antibodies to neutralize threats, and develops immunity through exposure.

Detection: Real-time
Adaptation: Continuous
🔄

Self-Improving Architecture

SIA — Genetic Evolution

Algorithms that evolve and optimize themselves through genetic programming. Automatic refinement without human intervention, with full rollback capability for safety.

Generations: 100+
Rollback: Instant
🎯

Metacognitive Monitor

MCM — Self-Awareness

System that monitors its own cognitive state, detecting uncertainty, stuck loops, and overconfidence. Enables appropriate help-seeking behavior and strategy adaptation.

Diagnosis: Real-time
States: 12+

Mission-Ready Solutions

COGNIS

Cognitive Battlefield Immune System

Distributed AI architecture for detecting and neutralizing adversarial deception across multi-domain operations. Real-time threat recognition with emergent swarm coordination.

FENRIR

Jam-Proof Drone Swarm

Wolf pack coordination through visual behavior patterns with zero RF emissions. Complete immunity to electronic warfare through stigmergic communication protocols.

SPECTER

Behavioral Biometric Intelligence

Identify individuals through behavioral patterns across anonymized communications—without breaking encryption. Build persistent fingerprints from timing, rhythm, and metadata.

GSIN

Seismic Intelligence Network

Production-validated earthquake forecasting achieving exceptional 0.02 Brier scores. Demonstrates temporal prediction capabilities with real-world validation.

Kent Stone

Independent AI researcher and disabled veteran developing breakthrough cognitive systems from Lima, Peru. Two years of intensive development producing 11+ integrated subsystems, multiple provisional patents, and production-validated applications.

Mission-driven focus on advancing AI capabilities for defense and intelligence applications while funding technology education in underserved communities.

Disabled Veteran
Independent Researcher
Patent Portfolio
Production Systems
# Stone Retrieval Function (SRF) # Patent-pending emotional memory weighting class StoneRetrieval: def retrieve(self, query, context): # Multi-factor scoring semantic = self.semantic_match(query) emotional = self.emotional_weight(context) temporal = self.recency_decay() # High-lethality events: weight 0.95+ # Routine signals: natural decay score = semantic * emotional * temporal return self.rank_memories(score)

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Seeking strategic partnerships with defense agencies, intelligence community, and enterprise organizations requiring breakthrough cognitive capabilities.

Kent Stone