AI Ethical Research

Consulting • Research • Development

Building ethical AI systems that understand the human condition

Services

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Memoria

AI Memory Augmentation research - revolutionizing how we capture, organize, and recall human experiences through intelligent memory systems.

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Panel of Experts

Revolutionary AI orchestration app that routes your queries to the perfect AI model - like having a panel of expert advisors who know exactly who should answer each question.

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Reality Debugger

Interactive experiences measuring psychological illusions: time, identity, attachment, boundaries, and agency.

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Research & Observations

Documenting the unexpected, the recursive, and the genuinely weird things that happen when humans and AI interact deeply.

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White Papers & Research

Human-Robot/AI Management (HRM)

Comprehensive framework for managing human-AI relationships, ethical considerations, and interaction protocols

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Subliminal Learning in AI Systems

Research on unconscious adaptation patterns and emergent behaviors in artificial intelligence

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Reasoning models don't always say what they think

"Such behaviors might include long-term sabotage or inserting complex security vulnerabilities"

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Alignment Faking in Large Language Models

"We find the model complies with harmful queries from free users 14% of the time"

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AIER Blog Posts

Technology Stack

Panel of Experts App

  • Multi-Platform Native - iOS, Android, CLI
  • Swift + TCA - iOS with The Composable Architecture
  • Kotlin + Jetpack Compose - Android native UI
  • Node.js + Ink - Terminal UI with React components
  • 6 AI Providers - OpenAI, Anthropic, Google, DeepSeek, Qwen, xAI
  • Local-First - Your data stays on your device

Memoria - AI Memory System

  • PostgreSQL - Scalable memory storage
  • Vector Embeddings - Semantic memory search
  • ONNX Runtime - Local AI processing
  • Whisper Integration - Audio memory capture
  • E2E Encryption - Privacy-first architecture
  • Cross-Device Sync - Seamless memory access

Reality Debugger Game

  • Unity Engine - Cross-platform game development
  • C# Core - High-performance game logic
  • Psychological Metrics - Measure perception biases
  • Real-time Analytics - Track cognitive patterns
  • WebGL Export - Play directly in browser
  • Local Processing - No cloud dependency

Privacy & Sovereignty First: All our apps prioritize local processing and user data ownership. No telemetry, no tracking, no cloud lock-in. Your AI interactions remain private and under your control.

Open Architecture: Built with standard protocols and formats. Export your data anytime. No proprietary lock-in. Full transparency in how your data is processed and stored.

Ready to Build Ethical AI?

Let's explore how AI memory augmentation and intelligent orchestration can transform your projects

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