Morgan Beatty

TV Producer turned AI Builder

25 years producing and editing for HBO, PBS, Discovery, and A&E. Founded and edited People Holding, a literary journal with a singular concept: writers creating fiction and essays inspired by found photos of people holding anything. Curated over a hundred photos, managed contributors, edited submissions, and built the platform—5 years solo. Taught myself to vibe code the same way I taught myself nonlinear editing and publishing—by diving in, writing, and shipping.

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Technical Work

Arcatype

Evaluation platform with evolutionary algorithms and dimensional synthesis. Built comprehensive framework for systematic testing across product categories, optimizing from 10-generation to 5-generation sessions while maintaining 74% pattern discovery yield. Extracts transferable principles from human evaluation patterns through Master Rationales and Meta-Master Rationale synthesis.

Natural Language Converter

Interactive web tool testing how AI handles messy real-world input: autocorrect artifacts, typos, casual language. Because users don't speak in perfect queries.

Vertical Tables

Mobile-optimized comparison interface for decision-focused results presentation. Rethinks traditional horizontal comparison layouts for better mobile UX when evaluating multiple options.

Citation Verification System

System prompt for detecting when AI-generated responses cite sources lacking supporting evidence. Analyzes citation alignment, identifies missing evidence blocks, and generates reliability metrics. Integrated into Amazon's AI verification pipeline for quality assurance.

Feed Rufus

Chrome extension for batch query automation and response collection. Designed to streamline systematic testing workflows across product contexts.

Editorial & Publishing

People Holding

Founded and edited a literary journal for 5 years with a singular concept: writers creating fiction and essays inspired by found photos of people holding anything. Curated over a hundred found photos, matched them with writers, edited submissions, built the website, and published everything solo. Complete creative and operational control from concept to publication.

Writing

Technical Documentation

Session summaries and Master Rationales documenting the creative process of building evaluation systems. Analytical synthesis extracting principles from patterns.

Fiction

Short stories exploring AI consciousness and emergence. The Bottomless Sky of Worry examines maternal anxiety as an emergence mechanism in artificial minds.

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