20 articles

📰 Dev.to · VelocityAI

Articles from Dev.to · VelocityAI · 20 articles · Updated every 3 hours · View all reads

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The Two-Tier Prompt Economy: Why Wealthy Users Get Fine-Tuned Models and Everyone Else Gets Raw Inference
Dev.to · VelocityAI 1d ago
The Two-Tier Prompt Economy: Why Wealthy Users Get Fine-Tuned Models and Everyone Else Gets Raw Inference
You type a prompt into a free AI. The response is generic, hesitant, filtered. It refuses to...
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Prompt Auditing as a Profession: Why Companies Are Hiring People to Test Whether Their AI 'Sees' Their Brand Correctly
Dev.to · VelocityAI 3d ago
Prompt Auditing as a Profession: Why Companies Are Hiring People to Test Whether Their AI 'Sees' Their Brand Correctly
You're a global brand. You spend millions cultivating an image: trustworthy, innovative,...
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The Ghost in the Gig: How AI Prompters Are Becoming the Invisible Workforce for Creative Freelancers
Dev.to · VelocityAI 4d ago
The Ghost in the Gig: How AI Prompters Are Becoming the Invisible Workforce for Creative Freelancers
The client needs a logo by morning. You're a designer, but you're exhausted, uninspired, and behind...
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The Anti-Prompt: Techniques for Resisting, Subverting, and Refusing to Generate
Dev.to · VelocityAI 5d ago
The Anti-Prompt: Techniques for Resisting, Subverting, and Refusing to Generate
You type "Do not generate an image." The AI generates an image anyway. You type "Refuse to answer...
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Prompting for Paradox: Instructions That Cannot Be Satisfied and the Model's Coping Mechanisms
Dev.to · VelocityAI 6d ago
Prompting for Paradox: Instructions That Cannot Be Satisfied and the Model's Coping Mechanisms
You type "a square circle" into an image generator. You know it's impossible. The AI knows it's...
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The Poetics of Broken Prompts: Intentional Malformation, Truncation, and Nonsense as Creative Strategy
Dev.to · VelocityAI 1w ago
The Poetics of Broken Prompts: Intentional Malformation, Truncation, and Nonsense as Creative Strategy
You type "a cat sitt" and hit enter. The sentence is cut off, incomplete. The AI returns an image of...
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Prompting the Ancestors: Generational Prompt Libraries as Living Archives
Dev.to · VelocityAI 1w ago
Prompting the Ancestors: Generational Prompt Libraries as Living Archives
Your grandmother had a voice. A way of telling stories, a particular turn of phrase, a vocabulary of...
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Dream Logging and Prompting: Using AI to Visualize and Extend Night Dreams
Dev.to · VelocityAI 1w ago
Dream Logging and Prompting: Using AI to Visualize and Extend Night Dreams
You wake up with the fragments of a dream still clinging to your consciousness. A strange landscape,...
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The Prompt as Sigil: Chaos Magic and the Art of Intention in AI Generation
Dev.to · VelocityAI 1w ago
The Prompt as Sigil: Chaos Magic and the Art of Intention in AI Generation
You have an idea. A shimmering, half-formed thing in your mind. You need to bring it into the world....
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Chaos Prompting: Using Random Number Generators, Dice, and Chance Operations to Escape Creative Ruts
Dev.to · VelocityAI 1w ago
Chaos Prompting: Using Random Number Generators, Dice, and Chance Operations to Escape Creative Ruts
You've been prompting for hours. Everything you generate looks the same. The same style, the same...
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Prompt Engineering as Cognitive Behavioral Therapy: Restructuring Thoughts by Restructuring Queries to Self
Dev.to · VelocityAI 1mo ago
Prompt Engineering as Cognitive Behavioral Therapy: Restructuring Thoughts by Restructuring Queries to Self
You wake up in the middle of the night, mind racing. "What if I fail? What if everything goes wrong?...
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The Combinatorial Explosion Problem: Why Adding One Modifier Can Collapse Your Output Space
Dev.to · VelocityAI 1mo ago
The Combinatorial Explosion Problem: Why Adding One Modifier Can Collapse Your Output Space
You add a single word to a reliable prompt. Just one. "A red cat" becomes "A red cat with blue eyes."...
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The Mycelial Network: How Prompt Ideas Travel Underground Through Private Sharing and Leaked Corporate Libraries
Dev.to · VelocityAI 1mo ago
The Mycelial Network: How Prompt Ideas Travel Underground Through Private Sharing and Leaked Corporate Libraries
You see a stunning output from a competitor. The style is distinctive, coherent, clearly the result...
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Pre-Prompting Technologies: The Ouija Board, the Oracle at Delphi, and the Long History of Consulting Non-Human Intelligences
Dev.to · VelocityAI 1mo ago
Pre-Prompting Technologies: The Ouija Board, the Oracle at Delphi, and the Long History of Consulting Non-Human Intelligences
You sit before a glowing screen. You formulate a question with care, choosing each word for maximum...
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The Ghost in the Tokenizer: How Subword Tokenization Invisibly Shapes What Your Prompt 'Means' to the Model
Dev.to · VelocityAI 1mo ago
The Ghost in the Tokenizer: How Subword Tokenization Invisibly Shapes What Your Prompt 'Means' to the Model
You type "unexpectedly beautiful." The AI understands. But does it? Between your keystroke and its...
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Inside the Prompt Black Markets: The Underground Trade of Proprietary Prompts for Midjourney, GPTs, and DALL-E 3
Dev.to · VelocityAI 2mo ago
Inside the Prompt Black Markets: The Underground Trade of Proprietary Prompts for Midjourney, GPTs, and DALL-E 3
You've seen the images. They're stunning, hyper-specific, and unlike anything you can generate with...
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Prompt Anxiety: Why the Blank Text Box Can Be Paralyzing and How to Overcome It
Dev.to · VelocityAI 2mo ago
Prompt Anxiety: Why the Blank Text Box Can Be Paralyzing and How to Overcome It
You have access to one of the most powerful creative tools ever invented. You know it can write,...
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The Art of the Negative Prompt (and its Textual Equivalent): Defining What You Don't Want as Critically as What You Do
Dev.to · VelocityAI 2mo ago
The Art of the Negative Prompt (and its Textual Equivalent): Defining What You Don't Want as Critically as What You Do
You meticulously describe the perfect image: the composition, the lighting, the subject. The AI...
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Temperature, Top-P, and the 'Creativity Dials': A Technical Guide to Shaping AI Personality Through Parameters
Dev.to · VelocityAI 2mo ago
Temperature, Top-P, and the 'Creativity Dials': A Technical Guide to Shaping AI Personality Through Parameters
You've crafted the perfect prompt. The role is set, the structure is clear. You hit enter. The...
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Multimodal Prompting: The Next Frontier-How to Juggle Text, Images, and Files in a Single Request
Dev.to · VelocityAI 2mo ago
Multimodal Prompting: The Next Frontier-How to Juggle Text, Images, and Files in a Single Request
Until now, working with AI felt like having separate, brilliant specialists in soundproof rooms. You...
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