Cooking a steak requires minimal skill, involving basic steps like placing it in a hot pan, flipping, and waiting. Achieving a consistently good steak, with proper browning and seasoning, demands more expertise and attention.

Thousands of repositories on GitHub are currently distributing malware, accessible through the standard search function without special knowledge. Despite having a substantial budget, a dedicated security team, and AI resources, GitHub has not resolved this issue over the past two years.

ChatGPT disproved Erdős’ Unit Distance conjecture in discrete geometry on May 20, 2026. Human mathematicians have acknowledged this achievement and its implications for the field of formalization and AI tools.

AI should not be simplistically categorized as just a tool, as this perspective limits understanding of its complexities and implications. A more nuanced view of tools is necessary for mature discussions about AI's role and impact in society.

AI is often viewed as a poor tool for software development due to its failure modes observed across the industry. However, it can be beneficial when utilized as a data distiller, streamlining information retrieval.

A controlled trial found that experienced developers felt about 20% faster while actually working 19% slower when using AI tools. AI increases typing speed but introduces overhead, prompting, waiting, and reviewing output, which can hinder productivity for experts in familiar codebases.

AI has become a powerful tool for development, but it poses risks such as diminishing intellectual capacity and environmental concerns. The reliance on AI by developers can lead to issues similar to the Sorcerer’s Apprentice problem.

Vibe coding facilitates the discovery of ideas, while software engineering involves reviewing, owning, operating, and safely modifying the generated code. Effective software engineering is essential for ensuring the reliability and maintainability of code produced through vibe coding.

Maintaining numerous AI projects has become burdensome and unmanageable, leading to a reconsideration of AI subscriptions. The author expresses that most projects lack utility and were not intended to be developed, resulting in a news outlet that feels like a liability.

AI can assist in meal planning and recipe generation, potentially saving time compared to consulting friends for cooking advice. Relying on AI may prevent lengthy personal conversations that could arise when seeking culinary tips from others.