ELIZABETH ANN WEST — PUBLIC AI LAB ⚡ HUMAN-DIRECTED · MACHINE-POWERED
THE MACHINE ROOM IS open. ▮
White papers, live experiments, video sessions & field notes from the loud end of AI-assisted authorship. The research is rigorous. The website refuses to be.
WHITE PAPERS.
6 PAPERS · 0% FLUFF ★ FEATURING THE 4-PART SERIES “PROMPT ENGINEERING IS BACK!” — FROM THE FFA LIVE SESSION
№01 Local AI Video on 12 GB VRAM and 32 GB RAM What an RTX 5070 can actually do with MiniMax H3 INT8 READ ↗ №02 The Novel Writing Machine A System Documentation — v0.2 READ ↗ №03 Why a Single Word Changes Everything How Large Language Models Actually Read Your Prompt READ ↗ №04 Reinforcement Logic Why Negative Prompting Works Again READ ↗ №05 Names Carry Weight Demographic and Stylistic Bias in AI-Assisted Fiction READ ↗ №06 The Em Dash Problem A Case Study in Tokens READ ↗
▶ VIDEO LOG✶SESSIONS FROM THE FUTURE FICTION ACADEMY★PRESS PLAY✦REWIND THE VHS✶LIVE EXPERIMENTS BELOW★▶ VIDEO LOG✶SESSIONS FROM THE FUTURE FICTION ACADEMY★PRESS PLAY✦REWIND THE VHS✶LIVE EXPERIMENTS BELOW★
VIDEO LOG
REC · LIVE FROM THE FFA
EXPERIMENTS
// THINGS BREAK HERE. THAT’S THE POINT. STATUS: IN-PROGRESS LATEST EXPERIMENT · 2026
Comparing three AI video models in the same 95 second scene
Hailuo 3 Max, MiniMax H3 and FLUX.3 Video recreate one audiobook scene with the same cast references and soundtrack, with first edits and a second picture-alignment pass. Watch the results and see what the attempts actually cost.