Projects/Research

Research

Exploratory research projects investigating emerging technologies, AI systems, and their societal implications.

Overview

This domain encompasses exploratory and applied research into artificial intelligence systems, automated content analysis, and the intersection of technology with ethics and policy. Projects here focus on understanding system behaviors, documenting failure modes, and contributing to responsible AI development through rigorous investigation and transparent reporting.

Key Technologies

PythonMachine LearningNatural Language ProcessingAPI AnalysisStatistical MethodsResearch Methodologies

Related Projects

completed2023

AI Content Detection: Text Encoding and Detector Failure Modes

Exploratory research into how novel text encodings and formatting interact with automated AI-content detectors. The project focuses on documenting detector failure modes, outlining ethical implications, and recommending mitigations for developers and policymakers. No potentially harmful tooling or exploit code is published.

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