📰 Dev.to · VelocityAI

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Prompt Archaeology of Deleted Subreddits: Recovering Communities That Were Wiped

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

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

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

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

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

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

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