Why a Single Word Changes Everything
How Large Language Models Actually Read Your Prompt
6 PAPERS · 0% FLUFF
WHITE PAPERS.
Research and practical case studies on AI in writing, publishing, and video production. Many come in series drawn from a single Future Fiction Academy session.
★ SERIES · 4 PAPERS
Prompt Engineering IS Back!
A four-part white paper series distilled from the Future Fiction Academy session of the same name — opening the black box of how language models read your prompt, why a single word reorganizes a scene, what names smuggle into your fiction, and why the em dash became the great tell of AI prose.
PART 1
PART 2
Reinforcement Logic
Why Negative Prompting Works Again
PART 3
Names Carry Weight
Demographic and Stylistic Bias in AI-Assisted Fiction
PART 4
The Em Dash Problem
A Case Study in Tokens
◆ INDIVIDUAL PAPERS
Standalone
Local AI Video on 12 GB VRAM and 32 GB RAM
Six local video tests on an existing RTX 5070: render times, actual clips, INT8 explained, and the compromises of working with 12 GB VRAM and 32 GB RAM.
The Novel Writing Machine
An agentic system for long-form fiction organized like a Formula 1 race weekend. Fifteen specialized roles protect author judgment at the moments where it actually matters.