The Future of Proofreading: AI Consensus Systems
How combining multiple AI proofreaders with consensus-based decision making can achieve better results than either humans or AI alone.
Client Project
lyr3
Decision and Context Systems for AI
At lyr3 I write about building practical intelligence into organizations — where strategy meets AI, and insight replaces noise. In my work with CEOs and leadership teams, I explore how small, well-designed systems can make organizations sharper, decisions clearer, and technology more understandable and genuinely effective.
Projects
The Three Layers of AI Data
Understanding the three critical data layers that form the backbone of reliable AI decision-making: Training Data, Proprietary Data, and External Data.
Streamlining External Data with Preprocessed Repositories
How preprocessed data repositories can streamline external data integration for corporate AI systems, reducing complexity and accelerating time-to-value.