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Simon Paxton

I'm an engineering lead and full-stack architect based in Chicago, specialising in ad tech infrastructure and data engineering

Location Chicago Joined Joined on  Personal website https://novaknown.com
Automated Labeling Bias Is Hiding Medical AI Harms

Automated Labeling Bias Is Hiding Medical AI Harms

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7 min read
ChatGPT vs Chegg: The Day Answers Went Free

ChatGPT vs Chegg: The Day Answers Went Free

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7 min read
Persona Drift: Why LLMs Go Insane Under Repetition

Persona Drift: Why LLMs Go Insane Under Repetition

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7 min read
Supermicro GPU Smuggling: What the Indictment Reveals

Supermicro GPU Smuggling: What the Indictment Reveals

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7 min read
Cursor Composer 2: Claims, Evidence, and What It Means

Cursor Composer 2: Claims, Evidence, and What It Means

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8 min read
Nvidia GPU Smuggling: How Execs Bypassed Export Controls

Nvidia GPU Smuggling: How Execs Bypassed Export Controls

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7 min read
ChatGPT Legal Advice: How a CEO Turned a Tool into Evidence

ChatGPT Legal Advice: How a CEO Turned a Tool into Evidence

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7 min read
Prompt Injection in Peer Review: What ICML's Move Means

Prompt Injection in Peer Review: What ICML's Move Means

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7 min read
Open-Source Image Geolocation: Netryx & GeoVista Explained

Open-Source Image Geolocation: Netryx & GeoVista Explained

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7 min read
Amodei AI Jobs Prediction: Damage Starts at the Bottom

Amodei AI Jobs Prediction: Damage Starts at the Bottom

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7 min read
Unsloth Studio: The Open-Source LLM Studio To Try

Unsloth Studio: The Open-Source LLM Studio To Try

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8 min read
NVIDIA Rubin Performance: Why 'Only 2 ' Misses the Point

NVIDIA Rubin Performance: Why 'Only 2 ' Misses the Point

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6 min read
AI Boosts Creativity: Use It Wrong, Then Fix Yourself

AI Boosts Creativity: Use It Wrong, Then Fix Yourself

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7 min read
Facial Recognition False Positives: The Lipps Case

Facial Recognition False Positives: The Lipps Case

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7 min read
Zero-Copy Graph Engine: Train Large GNNs Without OOM

Zero-Copy Graph Engine: Train Large GNNs Without OOM

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7 min read
Fargo Facial Recognition Misidentification

Fargo Facial Recognition Misidentification

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8 min read
AI Content Feedback Loop: Why the Internet's Truth Is Fragile

AI Content Feedback Loop: Why the Internet's Truth Is Fragile

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7 min read
Billionaires Influence California Politics Perpetual Fund

Billionaires Influence California Politics Perpetual Fund

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7 min read
Facial Recognition Wrongful Arrests: Stop 'AI' Laundering

Facial Recognition Wrongful Arrests: Stop 'AI' Laundering

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8 min read
Nvidia Open-Weight Models: Why the $26B Bet Matters

Nvidia Open-Weight Models: Why the $26B Bet Matters

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7 min read
AI Builds AI: How Anthropic’s Claude Codes Its Future

AI Builds AI: How Anthropic’s Claude Codes Its Future

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10 min read
AMI Labs: Why LeCun’s $1.03B Bet Resets AI Research

AMI Labs: Why LeCun’s $1.03B Bet Resets AI Research

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9 min read
Neurons Play Doom: The Ethical Problem Labs Can't Ignore

Neurons Play Doom: The Ethical Problem Labs Can't Ignore

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10 min read
GPT-5.4 Vulnerabilities: When Polite Questions Leak Data

GPT-5.4 Vulnerabilities: When Polite Questions Leak Data

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9 min read
AI Deflation Risk: Why Citi's Warning Matters for Policy

AI Deflation Risk: Why Citi's Warning Matters for Policy

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11 min read
Cancel ChatGPT: Why the User Boycott Could Change AI

Cancel ChatGPT: Why the User Boycott Could Change AI

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10 min read
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