Memory Layers at Scale in Personal AI Systems
Engineers are building external memory systems so AI remembers you between chats.
Piotr Whitaker
Section
Personal Intelligence
14 stories in Personal Intelligence.
AI Work Assistants and Task Ambiguity Resolution
How AI assistants handle unclear instructions determines whether they save you time or waste it.
Piotr Whitaker
Cognitive Bias Examples in AI-Assisted Personal Decisions
When you defer to AI without effort, you risk accepting its mistakes as your own reasoning.
Darius Mensah
Lifelong Learning Strategies for Self-Directed Adults
Adults face structural barriers to learning, not just scheduling problems.
Piotr Whitaker
Measuring Personal Intelligence Growth Over Time
Stop averaging your intelligence away; track fluid and crystallized growth separately.
Darius Mensah
AI Memory Systems for Long-Term Personalization at Scale
How AI systems are building persistent memory to learn from users over time.
Freya Haddad
Agentic AI Workflows for Personal Decision Making
AI handles the background work so you can focus on actual decisions.
Piotr Whitaker
AI Personal Assistant Apps Compared for Everyday Use
ChatGPT dominates, but specialists handle specific jobs better than one app ever could.
Freya Haddad
Amygdala Hijacking in High-Stakes Executive Decisions
Threat-detection systems built for survival make poor boardroom judges.
Piotr Whitaker
Vector Databases as Personal Memory Layers
Vector databases retrieve facts but don't actually understand what matters about a person.
Freya Haddad
AI as a Mirror for Self-Knowledge
AI mirrors reveal your patterns but can reshape your thinking through the act of reflection.
Piotr Whitaker
Personal Intelligence vs Emotional Intelligence
Emotional intelligence reads feelings; personal intelligence understands personality patterns.
Freya Haddad
Cognitive Biases That Undermine Personal Growth
Neural shortcuts distort self-perception in ways that feel like honest thinking.
Piotr Whitaker
Mental Models for Better Decision Making
Naming your hidden assumptions lets you choose better tools for the problem you actually face.
Freya Haddad