Christine Haehner-Murdock - AI Evaluation Case Study

Q: Where is Christine based?

Christine is based in Siegen, Germany .

Q: What languages does Christine speak?

Christine speaks the following languages: German (Native), English (Advanced) .

Q: What is Christine's latest experience?

Christine's most recent position is AI Evaluation Case Study – Constraint Override Failure .

Q: What is Christine's education?

Christine holds a Master in Social Sciences .

Q: What is the availability of Christine?

Christine will be available part-time from March 2026 .

Q: How to hire Christine?

To hire Christine, click the Meet button on the profile to request a meeting and discuss your project needs.

Recommended expert

Siegen, Germany

Experience

AI Evaluation Case Study – Constraint Override Failure

Designed and executed a structured evaluation harness testing whether explicit response-mode constraints persist across multi-turn LLM interactions
42 experimental runs across multiple frontier models
Comparison of frontloaded vs late constraint insertion
Analysis of drift onset, override success, and stylistic divergence
Reproducible dataset and documented evaluation protocol
Focus: instruction-hierarchy robustness under conversational state accumulation

Independent Researcher

Self-employed

Ongoing development of evaluation experiments and datasets documenting model behavior under structured interaction constraints

Germany

Senior Educator – Social Sciences & Economics

Self-employed

Taught and developed curriculum in sociology, economics, political science, and philosophy
Focus areas:
institutional systems
governance structures
economic decision frameworks
complex systems analysis

Summary

Independent AI evaluation researcher focusing on behavioral testing of large language models in structured conversational settings. Designs evaluation harnesses to analyze constraint persistence, instruction hierarchy robustness, and response-mode stability in multi-turn interactions.

Background in social sciences and economics with focus on socio-technical systems, institutional dynamics, and decision frameworks.

Interested in model evaluation, safety testing, prompt robustness analysis, and human-AI interaction frameworks.

Independent research on AI evaluation methods and human-AI interaction systems.

Ongoing development of evaluation experiments and datasets documenting model behavior under structured interaction constraints.

Skills

Ai Evaluation

Prompt Harness Design For Model Behavior Testing
Multi-turn Interaction Evaluation
Instruction Hierarchy Analysis
Prompt Robustness Testing
Evaluation Protocol Design
Structured Experiment Documentation

Technical Literacy

Git / Github Workflow
Json / Csv Experiment Logging
Structured Dataset Design
Prompt Engineering

Analytical Domains

Socio-technical Systems
Institutional Analysis
Governance Frameworks
Economic Incentive Structures

Languages

German

Native

English

Advanced

Education

Master’s Degree · Social Sciences

Profile

Created

March 2026

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Christine based?

Christine is based in Siegen, Germany.

What languages does Christine speak?

Christine speaks the following languages: German (Native), English (Advanced).

What roles would Christine be best suited for?

Based on recent experience, Christine would be well-suited for roles such as: AI Evaluation Case Study – Constraint Override Failure, Independent Researcher, Senior Educator – Social Sciences & Economics.

What is Christine's latest experience?

Christine's most recent position is AI Evaluation Case Study – Constraint Override Failure.

What is Christine's education?

Christine holds a Master in Social Sciences.

What is the availability of Christine?

Christine will be available part-time from March 2026.

What is the rate of Christine?

Christine's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.