Business and Builders

Ethical Ai

2 articles

Editorial illustration for A Phase-by-Phase Framework for Building Ethical Oversight Into Your AI Product Lifecycle
Product & Engineering

A Phase-by-Phase Framework for Building Ethical Oversight Into Your AI Product Lifecycle

This article presents a practical, phase-by-phase framework for embedding ethical oversight into AI product development. It offers concrete checkpoints and named human roles for each stage, from ideation to monitoring, operationalizing ethical AI beyond abstract principles.

Marek Kowalski·November 6, 2026
A split image showing a futuristic AI interface for hiring alongside a diverse team collaborating in a modern office, representing the balance of AI and human touch.
Founder Playbook

AI Transforms Hiring, But The Human Touch Remains Crucial

In 2018, Amazon's AI recruiting software systematically discriminated against women.

Marek Kowalski·August 11, 2026