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VelocityAI

We empower e-commerce businesses, marketers, and creators with AI prompt kits.

The Calibration Problem: Why Models Are Overconfident in Their Wrong Answers

The Calibration Problem: Why Models Are Overconfident in Their Wrong Answers

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3 min read
In-Context Learning vs. True Generalization: What's Actually Happening When You Give Examples in a Prompt?

In-Context Learning vs. True Generalization: What's Actually Happening When You Give Examples in a Prompt?

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3 min read
The Empathy Illusion: Why Models Seem Caring but Are Actually Just Next-Token Predictors

The Empathy Illusion: Why Models Seem Caring but Are Actually Just Next-Token Predictors

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3 min read
Power-Seeking, Deception, and Goal-Directed Behavior in Current Models

Power-Seeking, Deception, and Goal-Directed Behavior in Current Models

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4 min read
The Sycophancy Problem: Why AI Tells You What You Want to Hear—and How to Fix It

The Sycophancy Problem: Why AI Tells You What You Want to Hear—and How to Fix It

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3 min read
When Models Dream in Images: The Latent Space of Stable Diffusion

When Models Dream in Images: The Latent Space of Stable Diffusion

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3 min read
The Embodied AI Fallacy: Why Language Models Don't Know What 'Heavy' Means (and Why That Matters)

The Embodied AI Fallacy: Why Language Models Don't Know What 'Heavy' Means (and Why That Matters)

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3 min read
Audio, Video, 3D: The Next Frontier of Multi-Modal Models

Audio, Video, 3D: The Next Frontier of Multi-Modal Models

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3 min read
The Translation Problem: Why Text-to-Image Models Can't Draw Hands (and What That Reveals)

The Translation Problem: Why Text-to-Image Models Can't Draw Hands (and What That Reveals)

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3 min read
How Does an Image Model 'See'? The Weird Phenomenology of CLIP and DALL-E's Visual Understanding

How Does an Image Model 'See'? The Weird Phenomenology of CLIP and DALL-E's Visual Understanding

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3 min read
Edge vs. Cloud: The Future of On-Device AI That Runs Without the Internet

Edge vs. Cloud: The Future of On-Device AI That Runs Without the Internet

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3 min read
The Inference Cost Crisis: Why Running AI Is Becoming More Expensive Than Training It

The Inference Cost Crisis: Why Running AI Is Becoming More Expensive Than Training It

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3 min read
MoE (Mixture of Experts) and the Illusion of Giant Models

MoE (Mixture of Experts) and the Illusion of Giant Models

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3 min read
The Scaling Law That Broke: Why Bigger Models Are No Longer Better

The Scaling Law That Broke: Why Bigger Models Are No Longer Better

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3 min read
Transformers Are Not the End: What Comes After the Attention Mechanism?

Transformers Are Not the End: What Comes After the Attention Mechanism?

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3 min read
The Forgotten Languages: Why Your Model Speaks English, Chinese, and Spanish—But Not Tamil or Swahili

The Forgotten Languages: Why Your Model Speaks English, Chinese, and Spanish—But Not Tamil or Swahili

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3 min read
Synthetic Data's Feedback Loop: What Happens When Models Train on Their Own Outputs?

Synthetic Data's Feedback Loop: What Happens When Models Train on Their Own Outputs?

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3 min read
The Hidden Labor of Data Curation: Who Cleaned the Internet So Your Model Could Be Smart?

The Hidden Labor of Data Curation: Who Cleaned the Internet So Your Model Could Be Smart?

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3 min read
The Copyright Apocalypse: Why Training on Everything Might Be the Last Time Anyone Can Do It

The Copyright Apocalypse: Why Training on Everything Might Be the Last Time Anyone Can Do It

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3 min read
The Data That Built the Brain: What Actually Went Into Training GPT-4 (and What Was Left Out)

The Data That Built the Brain: What Actually Went Into Training GPT-4 (and What Was Left Out)

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4 min read
The Temperature Paradox: Why Slightly Chaotic Models Often Outperform Perfectly Deterministic Ones

The Temperature Paradox: Why Slightly Chaotic Models Often Outperform Perfectly Deterministic Ones

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4 min read
The Mechanical Turk of Modern AI: How Reinforcement Learning from Human Feedback (RLHF) Actually Works

The Mechanical Turk of Modern AI: How Reinforcement Learning from Human Feedback (RLHF) Actually Works

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4 min read
The Hallucination as Symptom: What Model Errors Reveal About How Knowledge Is Stored

The Hallucination as Symptom: What Model Errors Reveal About How Knowledge Is Stored

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4 min read
Sparse Autoencoders and the Quest to Find 'Concepts' Inside Models

Sparse Autoencoders and the Quest to Find 'Concepts' Inside Models

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4 min read
The Map Is Not the Territory: Why We Still Don't Know What LLMs Actually Understand

The Map Is Not the Territory: Why We Still Don't Know What LLMs Actually Understand

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4 min read
When the AI Prompts You: Reversing the Relationship in Experimental Interfaces

When the AI Prompts You: Reversing the Relationship in Experimental Interfaces

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4 min read
The Unprompted: People Who Refuse to Use AI Entirely and How They're Faring

The Unprompted: People Who Refuse to Use AI Entirely and How They're Faring

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4 min read
Prompting the Dead: The Industry of Grief Bots and What They Ask the Bereaved

Prompting the Dead: The Industry of Grief Bots and What They Ask the Bereaved

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4 min read
The Pet Prompt: Can You Communicate With Your Animal Through AI Interpretation?

The Pet Prompt: Can You Communicate With Your Animal Through AI Interpretation?

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4 min read
Prompting as Flirting: The Emergent Romantic Language of AI-Assisted Courtship

Prompting as Flirting: The Emergent Romantic Language of AI-Assisted Courtship

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4 min read
The Rosetta Prompt: Using Multilingual Prompts to Map Alignment Across Language Versions of the Same Model

The Rosetta Prompt: Using Multilingual Prompts to Map Alignment Across Language Versions of the Same Model

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4 min read
Prompt Archaeology of Deleted Subreddits: Recovering Communities That Were Wiped

Prompt Archaeology of Deleted Subreddits: Recovering Communities That Were Wiped

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4 min read
The Lost Prompts of Early Chatbots: Eliza, Alice, and the Pre-LLM Era

The Lost Prompts of Early Chatbots: Eliza, Alice, and the Pre-LLM Era

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4 min read
Prompt Time Capsules: What 2023-2024 Prompts Will Look Like to Future Historians

Prompt Time Capsules: What 2023-2024 Prompts Will Look Like to Future Historians

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3 min read
The First Prompt: Who Was the First Non-Engineer to Interact With a Large Language Model, and What Did They Ask?

The First Prompt: Who Was the First Non-Engineer to Interact With a Large Language Model, and What Did They Ask?

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5 min read
The Silent Prompt: Eye-Tracking, Gesture, and the Move Away from Language

The Silent Prompt: Eye-Tracking, Gesture, and the Move Away from Language

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4 min read
Geofenced Prompts: How Location Data Shapes What AI Thinks You Want to Know

Geofenced Prompts: How Location Data Shapes What AI Thinks You Want to Know

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4 min read
The Architecture of Query: How Physical Spaces Are Being Designed for AI Interaction

The Architecture of Query: How Physical Spaces Are Being Designed for AI Interaction

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4 min read
Prompting in the Dark: How Screenless AI (Smart Speakers, Wearables) Changes What We Ask

Prompting in the Dark: How Screenless AI (Smart Speakers, Wearables) Changes What We Ask

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4 min read
The Sound of Prompting: Acoustic Ecologies of AI Interaction in Public Spaces

The Sound of Prompting: Acoustic Ecologies of AI Interaction in Public Spaces

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The Cheating Accusation That Wasn't: When Original Human Work Is Mistaken for AI

The Cheating Accusation That Wasn't: When Original Human Work Is Mistaken for AI

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4 min read
Prompt Fluency as a Gatekeeping Mechanism: The New Digital Divide in Higher Education

Prompt Fluency as a Gatekeeping Mechanism: The New Digital Divide in Higher Education

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4 min read
The Post-Prompt Classroom: Teaching Subjects That Assume AI Access as Standard

The Post-Prompt Classroom: Teaching Subjects That Assume AI Access as Standard

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4 min read
Prompt Shame: Why Students Lie About Using AI Even When It's Allowed

Prompt Shame: Why Students Lie About Using AI Even When It's Allowed

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4 min read
The Homework Prompt as Diagnostic Tool: What Students' AI Queries Reveal About Their Misunderstandings

The Homework Prompt as Diagnostic Tool: What Students' AI Queries Reveal About Their Misunderstandings

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4 min read
The Placebo Prompt: When Believing a Prompt Is 'Optimized' Changes Your Response to AI Output

The Placebo Prompt: When Believing a Prompt Is 'Optimized' Changes Your Response to AI Output

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4 min read
Algorithmic Fatigue in Chronic Illness: Why Constantly Prompting for Accommodations Exhausts Patients

Algorithmic Fatigue in Chronic Illness: Why Constantly Prompting for Accommodations Exhausts Patients

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The Diagnostic Gaze Reversed: When AI Asks the Questions and You Become the Respondent

The Diagnostic Gaze Reversed: When AI Asks the Questions and You Become the Respondent

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4 min read
Prompting as Physical Therapy: Using Voice-to-AI Interfaces for Speech Rehabilitation

Prompting as Physical Therapy: Using Voice-to-AI Interfaces for Speech Rehabilitation

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5 min read
The AAC Prompt: How Augmentative and Alternative Communication Users Are Becoming Accidental Prompt Engineers

The AAC Prompt: How Augmentative and Alternative Communication Users Are Becoming Accidental Prompt Engineers

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4 min read
The Museum of Abandoned Prompts: Curating the Queries That Never Got Answered

The Museum of Abandoned Prompts: Curating the Queries That Never Got Answered

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5 min read
The Bootleg Prompt: When Fans Reverse-Engineer Deceased Artists' Styles to Generate 'New' Work

The Bootleg Prompt: When Fans Reverse-Engineer Deceased Artists' Styles to Generate 'New' Work

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5 min read
The Genre That Prompting Killed (and the One It Birthed)

The Genre That Prompting Killed (and the One It Birthed)

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4 min read
The Prompt as Alibi: When Artists Use AI but Claim It's Traditional, and Vice Versa

The Prompt as Alibi: When Artists Use AI but Claim It's Traditional, and Vice Versa

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5 min read
The Anti-Gallery: Where AI Art Goes When No One Will Show It

The Anti-Gallery: Where AI Art Goes When No One Will Show It

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5 min read
The Corporate Prompt Confiscation: What Happens When Your Favorite AI Tool Gets Acquired and Your Prompt History Goes With It

The Corporate Prompt Confiscation: What Happens When Your Favorite AI Tool Gets Acquired and Your Prompt History Goes With It

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Prompt Non-Compete Clauses: When Your Prompt Library Belongs to Your Employer

Prompt Non-Compete Clauses: When Your Prompt Library Belongs to Your Employer

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5 min read
The Right to Be Forgotten, But for Prompts: Can You Delete What You Asked?

The Right to Be Forgotten, But for Prompts: Can You Delete What You Asked?

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5 min read
Prompting While Pregnant: How Reproductive Health Queries Could Become Legal Liabilities

Prompting While Pregnant: How Reproductive Health Queries Could Become Legal Liabilities

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6 min read
The Prompt as Confession: Admissibility of AI Query Logs in Criminal Trials

The Prompt as Confession: Admissibility of AI Query Logs in Criminal Trials

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6 min read
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