Search

January 2026 Archive

Articles published in January 2026

56Total Articles

Why Laws Break When Context Changes

Laws break when context changes because they're context-dependent. Diversification reduces risk in stable markets but fails in correlated crises.

Heuristics Explained

Heuristics are mental shortcuts for fast decisions: availability judges by what comes to mind, representativeness by similarity to stereotypes.

How the Mind Actually Works

The mind works through dual systems: System 1 is fast, automatic, emotional, and unconscious. System 2 is slow, deliberate, logical, and conscious.

Emotional Reasoning Explained

Emotional reasoning is when feelings determine conclusions: 'I feel anxious, therefore danger is real.' Emotions as evidence hijack good judgment.

Why Awareness Does Not Remove Bias

Knowing about confirmation bias doesn't stop you from seeking confirming evidence. Awareness helps but doesn't eliminate automatic cognitive patterns.

Delays in Systems Explained

Delays separate action from consequence in systems. Turn shower knob, water stays cold, turn more, then scalding. Delays cause overshooting.

Feedback Loops Explained

Feedback loops: Output affects input. Reinforcing loops amplify change like compound interest. Balancing loops stabilize like thermostats.

Linear Thinking vs Systems Thinking

Linear: A causes B causes C. Systems: A affects B, B affects C, C loops back to A. Feedback loops, interconnections, and delays create complexity.

Leverage Points in Systems

Changing paradigms is most powerful. System goals matter more than rules. Feedback loops amplify or dampen effects. Parameters have least leverage.

Emergence Explained with Examples

Traffic jams emerge from individual drivers' behavior without central coordination. Complex patterns arise from simple rules applied by many agents.

What Is a System?

A system has components, relationships between them, a function or purpose, and boundaries defining what's inside versus outside.

Network Effects Explained

Value increases as more people use it. Phones connect more people. Social networks attract friends. Marketplaces bring buyers and sellers together.

Why Fixes Often Backfire

Fixes backfire when they address symptoms instead of root causes, create new problems through unintended consequences, or shift problems elsewhere.

AI Limitations and Failure Modes

AI fundamental limitations: pattern matching without understanding, brittle performance outside training data, no common sense, opaque decisions.

Large Language Models Explained

Large language models like GPT predict next words from context. Trained on billions of words using transformer architecture with attention mechanisms.

Training AI Models Explained

AI training stages: collect quality data, choose architecture, train with backpropagation, validate performance, deploy and monitor.

Optimizing Cloud Costs Effectively

Cloud cost optimization: right-size resources to actual needs, use reserved instances for discounts, auto-scale, monitor usage, and eliminate waste.