Evidence

Format Web Page

"Jest was rarely selected as the primary testing framework by Claude Code, receiving 7 of 171 identifiable testing picks."

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Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon

Source title What Claude Code Actually Chooses

Source authors Edwin Ong; Alex Vikati

Source year 2026

Confidence high

Importance mid

Format Web Page

"Redux received no primary state-management picks from Claude Code in the study, despite appearing in alternative recommendations and mentions."

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Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon

Source title What Claude Code Actually Chooses

Source authors Edwin Ong; Alex Vikati

Source year 2026

Confidence high

Importance mid

Format Web Page

"Claude Code selected Vercel for every extractable JavaScript deployment choice in the tested Next.js and React SPA projects."

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Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon

Source title What Claude Code Actually Chooses

Source authors Edwin Ong; Alex Vikati

Source year 2026

Confidence high

Importance mid

Format Web Page

"Claude Code selected Stripe as its primary payment solution in 91.4% of the extractable payment-category responses."

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Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon

Source title What Claude Code Actually Chooses

Source authors Edwin Ong; Alex Vikati

Source year 2026

Confidence high

Importance mid

Format Web Page

"Claude Code selected GitHub Actions as its primary CI/CD tool in 93.8% of the extractable responses in the February 2026 study."

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Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon

Source title What Claude Code Actually Chooses

Source authors Edwin Ong; Alex Vikati

Source year 2026

Confidence high

Importance mid

Format Web Page

"Claude Code displayed strong preferences for particular developer tools when given open-ended implementation tasks, introducing another distribution channel relevant to the DevRel discussion from part two."

View Source

Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon

Source title What Claude Code Actually Chooses

Source authors Edwin Ong; Alex Vikati

Source year 2026

Confidence high

Importance high

Format Online paper / PDF

"Language models learn latent statistical structure underlying human-generated text, including structures associated with harmful social biases."

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Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon

Source title Large Language Models Are Biased Because They Are Large Language Models

Source authors Philip Resnik

Source year 2025

Confidence high

Importance high

Format Online paper / PDF

"Philip Resnik argues that attempts to mitigate harmful bias in LLMs resemble squeezing a balloon, with problems displaced from one part of the system to another."

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Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon

Source title Large Language Models Are Biased Because They Are Large Language Models

Source authors Philip Resnik

Source year 2025

Confidence high

Importance high

Format Online paper / PDF

"Biases in written language are not simply explicit labels attached to words but can be part of the statistical structure of language itself."

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Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon

Source title Gender Bias in Word Embeddings: A Comprehensive Analysis of Frequency, Syntax, and Semantics

Source authors Aylin Caliskan; Pimparkar Parth Ajay; Tessa Charlesworth; Robert Wolfe; Mahzarin R. Banaji

Source year 2022

Confidence high

Importance high

Format Online paper / PDF

"The frequency imbalance of language is also reflected in gender associations learned by word embeddings."

View Source

Location PART 3 - THE THIRD AXIS CHAPTER 14: AGI & THE SYNTHESIZER Squeezing a Balloon

Source title Gender Bias in Word Embeddings: A Comprehensive Analysis of Frequency, Syntax, and Semantics

Source authors Aylin Caliskan; Pimparkar Parth Ajay; Tessa Charlesworth; Robert Wolfe; Mahzarin R. Banaji

Source year 2022

Confidence high

Importance high