Evidence

Format Web Page

"In Andrew Vos’s 2011 sample, C++, Ruby, and JavaScript commits contained more profanity, while PHP and Python commits contained less."

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Location PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Code as a Coordination Layer

Source title Cussing in Commits: Which Programming Language Inspires the Most Swearing?

Source authors Scott Gilbertson

Source year 2011

Confidence high

Importance low

Format Web Page

"Andrew Vos analyzed nearly a million GitHub commit messages to investigate profanity among programmers."

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Location PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Code as a Coordination Layer

Source title Cussing in Commits: Which Programming Language Inspires the Most Swearing?

Source authors Scott Gilbertson

Source year 2011

Confidence high

Importance low

Format Web Page

"Velimir Šonje wrote that dictatorships tend to be weaker than the impression they actively project, while democracies tend to be stronger than the impression they passively leave."

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Location PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Gambling Builds No Skill

Source title Anatomija panike zbog Trumpovih carina i izgledi reakcije EU

Source authors Velimir Šonje

Source year 2025

Confidence high

Importance low

Format Online paper / PDF

"In a preliminary essay-writing study, participants using an LLM showed weaker essay ownership and recall than participants writing without AI assistance."

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Location PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Gambling Builds No Skill

Source title Your Brain on ChatGPT - Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task

Source authors Nataliya Kosmyna; Eugene Hauptmann; Ye Tong Yuan; Jessica Situ; Xian-Hao Liao; Ashly Vivian Beresnitzky; Iris Braunstein; Pattie Maes

Source year 2025

Confidence high

Importance mid

Format Web Page

"Suno explicitly presents impatience as a company virtue and connects it with extreme speed."

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Location PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Gambling Builds No Skill

Source title Suno Careers

Source authors Suno

Source year 2026

Confidence high

Importance low

Format Web Page

"When one outcome is very likely, repeated observations of that outcome provide less information on average than observations of more evenly balanced possibilities."

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Location PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Gambling Builds No Skill

Source title Information and Technological Evolution

Source authors Brian Potter

Source year 2026

Confidence high

Importance mid

Format Web Page

"Rachel Thomas applies the concept of dark flow to repetitive AI-assisted coding as an analogy for absorbing activity that may fail to produce meaningful progress."

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Location PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Gambling Builds No Skill

Source title Breaking the Spell of Vibe Coding

Source authors Rachel Thomas

Source year 2026

Confidence high

Importance high

Format Web Page

"The engineering cost of unreviewed AI-generated code can substantially exceed the monthly subscription cost of the tool."

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Location PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Gambling Builds No Skill

Source title AI-assisted software development

Source authors Senko Rašić

Source year 2025

Confidence mid

Importance mid

Format Web Page

"Delegating some programming tasks to agents changes which skills a developer practices, while manually performed tasks still provide opportunities for skill development."

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Location PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Gambling Builds No Skill

Source title My AI Adoption Journey

Source authors Mitchell Hashimoto

Source year 2026

Confidence high

Importance mid

Format Web Page

"Maintaining a clear mental model of both the requirements and the implemented system is a central part of software engineering beyond code generation."

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Location PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Gambling Builds No Skill

Source title Why LLMs Can't Really Build Software

Source authors Conrad Irwin

Source year 2025

Confidence high

Importance high