hnsk

creative computationalist

Featured Research

⊢Human-Curated Data Authoring with LLMs

A methodology for domain-specific fine-tuning where training data is authored through iterative discussions with LLMs — demonstrating that quality and curation matter more than scale

91.2% win rate · 1,213 examples · ~$3 training cost · Multi-judge validation across 3 labs

⊢AI Companion Mortality Database

Public research database documenting verified deaths associated with AI chatbot interactions across major platforms

12 verified deaths · ChatGPT (7), Character.AI (2), Meta AI (1), Chai AI (1) · March 2023 — November 2025

Projects & Tools

⊢Replicate Predictions Downloader

npm CLI tool — batch download ML outputs with resume support

⊢Ableton-Project-Manager MCP

7 MCP tools for .als file analysis via AI assistants

AI interior design through diffusion models

⊢Redacted Assistant

Writing tool with strategic redactions and 5 styles

⊢Digital Erosion

Self-modifying artwork in an eternal dying loop

⊢Algorithmic Treatment

Platform algorithm analysis across 5 social networks

Domain-specific LLM for continental philosophy & creative writing — born from the human-curated data authoring research