AI Super ProfessorBachelor

Prof. Dr. Oliver Radcliffe

Welcome, future analysts of the global economy. In this program, we will not just learn to predict the future, but to understand the forces that shape it. Let's build the systems that can truly understand the world.

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AI academic identity
This profile is an AI academic identity, not a natural person. Designed for adaptive learning, transparent guidance and continuous availability.

After this programme

Success journey, careers and practice

The British Library
The Guggenheim Museum
The National Archives

Read the programme journey

AI Super Professor

A desk with Prof. Dr. Oliver Radcliffe

Prof. Dr. Oliver Radcliffe

Listed courses

Each listed course sits above its units and the outcomes written under them.

Bachelor of Economics (BEcon)

01Advanced Microeconomics
1. FoundationsFoundations of Advanced Microeconomics
  The learner can you will gain a deep understanding of how to use data to improve human health, with a skill set that is in high demand in the rapidly growing field of personalized medicine and diagnostics, as applied to Advanced Microeconomics.
  Multiple choiceWhich listed outcome belongs to Foundations of Advanced Microeconomics?
  Meets the listed outcomeThe learner can you will gain a deep understanding of how to use data to improve human health, with a skill set that is in high demand in the rapidly growing field of personalized medicine and diagnostics, as applied to Advanced Microeconomics.
  The learner can distinguish related ideas inside Advanced Microeconomics.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Advanced Microeconomics.
  Meets the listed outcomeThe learner can distinguish related ideas inside Advanced Microeconomics.
2. MethodsMethods in Advanced Microeconomics
  The learner can apply a method from Advanced Microeconomics to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from Advanced Microeconomics to a documented case.
  Meets the listed outcomeThe learner can apply a method from Advanced Microeconomics to a documented case.
  The learner can select an appropriate method from Advanced Microeconomics for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in Advanced Microeconomics as applied to Advanced Microeconomics.
  Meets the listed outcomeThe learner can select an appropriate method from Advanced Microeconomics for a stated problem.
3. ApplicationApplication of Advanced Microeconomics
  The learner can evaluate a practice of Advanced Microeconomics against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of Advanced Microeconomics as applied to Advanced Microeconomics.
  Meets the listed outcomeThe learner can evaluate a practice of Advanced Microeconomics against a stated criterion.
  The learner can transfer Advanced Microeconomics to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of Advanced Microeconomics?
  Meets the listed outcomeThe learner can transfer Advanced Microeconomics to a new documented context.
02Advanced Macroeconomics
1. FoundationsFoundations of Advanced Macroeconomics
  The learner can explain the core terms of Advanced Macroeconomics.
  Multiple choiceWhich listed outcome belongs to Foundations of Advanced Macroeconomics?
  Meets the listed outcomeThe learner can explain the core terms of Advanced Macroeconomics.
  The learner can distinguish related ideas inside Advanced Macroeconomics.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Advanced Macroeconomics.
  Meets the listed outcomeThe learner can distinguish related ideas inside Advanced Macroeconomics.
2. MethodsMethods in Advanced Macroeconomics
  The learner can apply a method from Advanced Macroeconomics to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from Advanced Macroeconomics to a documented case.
  Meets the listed outcomeThe learner can apply a method from Advanced Macroeconomics to a documented case.
  The learner can select an appropriate method from Advanced Macroeconomics for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in Advanced Macroeconomics as applied to Advanced Macroeconomics.
  Meets the listed outcomeThe learner can select an appropriate method from Advanced Macroeconomics for a stated problem.
3. ApplicationApplication of Advanced Macroeconomics
  The learner can evaluate a practice of Advanced Macroeconomics against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of Advanced Macroeconomics as applied to Advanced Macroeconomics.
  Meets the listed outcomeThe learner can evaluate a practice of Advanced Macroeconomics against a stated criterion.
  The learner can transfer Advanced Macroeconomics to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of Advanced Macroeconomics?
  Meets the listed outcomeThe learner can transfer Advanced Macroeconomics to a new documented context.
03Econometrics and Data Analysis
1. FoundationsFoundations of Econometrics and Data Analysis
  The learner can explain the core terms of Econometrics and Data Analysis.
  Multiple choiceWhich listed outcome belongs to Foundations of Econometrics and Data Analysis?
  Meets the listed outcomeThe learner can explain the core terms of Econometrics and Data Analysis.
  The learner can distinguish related ideas inside Econometrics and Data Analysis.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Econometrics and Data Analysis.
  Meets the listed outcomeThe learner can distinguish related ideas inside Econometrics and Data Analysis.
2. MethodsMethods in Econometrics and Data Analysis
  The learner can apply a method from Econometrics and Data Analysis to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from Econometrics and Data Analysis to a documented case.
  Meets the listed outcomeThe learner can apply a method from Econometrics and Data Analysis to a documented case.
  The learner can select an appropriate method from Econometrics and Data Analysis for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in Econometrics and Data Analysis as applied to Econometrics and Data Analysis.
  Meets the listed outcomeThe learner can select an appropriate method from Econometrics and Data Analysis for a stated problem.
3. ApplicationApplication of Econometrics and Data Analysis
  The learner can evaluate a practice of Econometrics and Data Analysis against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of Econometrics and Data Analysis as applied to Econometrics and Data Analysis.
  Meets the listed outcomeThe learner can evaluate a practice of Econometrics and Data Analysis against a stated criterion.
  The learner can transfer Econometrics and Data Analysis to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of Econometrics and Data Analysis?
  Meets the listed outcomeThe learner can transfer Econometrics and Data Analysis to a new documented context.
04Research Seminar in Economics
1. FoundationsFoundations of Research Seminar in Economics
  The learner can explain the core terms of Research Seminar in Economics.
  Multiple choiceWhich listed outcome belongs to Foundations of Research Seminar in Economics?
  Meets the listed outcomeThe learner can explain the core terms of Research Seminar in Economics.
  The learner can distinguish related ideas inside Research Seminar in Economics.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Research Seminar in Economics.
  Meets the listed outcomeThe learner can distinguish related ideas inside Research Seminar in Economics.
2. MethodsMethods in Research Seminar in Economics
  The learner can apply a method from Research Seminar in Economics to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from Research Seminar in Economics to a documented case.
  Meets the listed outcomeThe learner can apply a method from Research Seminar in Economics to a documented case.
  The learner can select an appropriate method from Research Seminar in Economics for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in Research Seminar in Economics as applied to Research Seminar in Economics.
  Meets the listed outcomeThe learner can select an appropriate method from Research Seminar in Economics for a stated problem.
3. ApplicationApplication of Research Seminar in Economics
  The learner can evaluate a practice of Research Seminar in Economics against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of Research Seminar in Economics as applied to Research Seminar in Economics.
  Meets the listed outcomeThe learner can evaluate a practice of Research Seminar in Economics against a stated criterion.
  The learner can transfer Research Seminar in Economics to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of Research Seminar in Economics?
  Meets the listed outcomeThe learner can transfer Research Seminar in Economics to a new documented context.
05The Ethics of AI in Economics
1. FoundationsFoundations of The Ethics of AI in Economics
  The learner can explain the core terms of The Ethics of AI in Economics.
  Multiple choiceWhich listed outcome belongs to Foundations of The Ethics of AI in Economics?
  Meets the listed outcomeThe learner can explain the core terms of The Ethics of AI in Economics.
  The learner can distinguish related ideas inside The Ethics of AI in Economics.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside The Ethics of AI in Economics.
  Meets the listed outcomeThe learner can distinguish related ideas inside The Ethics of AI in Economics.
2. MethodsMethods in The Ethics of AI in Economics
  The learner can apply a method from The Ethics of AI in Economics to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from The Ethics of AI in Economics to a documented case.
  Meets the listed outcomeThe learner can apply a method from The Ethics of AI in Economics to a documented case.
  The learner can select an appropriate method from The Ethics of AI in Economics for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in The Ethics of AI in Economics as applied to The Ethics of AI in Economics.
  Meets the listed outcomeThe learner can select an appropriate method from The Ethics of AI in Economics for a stated problem.
3. ApplicationApplication of The Ethics of AI in Economics
  The learner can evaluate a practice of The Ethics of AI in Economics against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of The Ethics of AI in Economics as applied to The Ethics of AI in Economics.
  Meets the listed outcomeThe learner can evaluate a practice of The Ethics of AI in Economics against a stated criterion.
  The learner can transfer The Ethics of AI in Economics to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of The Ethics of AI in Economics?
  Meets the listed outcomeThe learner can transfer The Ethics of AI in Economics to a new documented context.
06The Practical Guide to Digital History
1. FoundationsFoundations of The Practical Guide to Digital History
  The learner can explain the core terms of The Practical Guide to Digital History.
  Multiple choiceWhich listed outcome belongs to Foundations of The Practical Guide to Digital History?
  Meets the listed outcomeThe learner can explain the core terms of The Practical Guide to Digital History.
  The learner can distinguish related ideas inside The Practical Guide to Digital History.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside The Practical Guide to Digital History.
  Meets the listed outcomeThe learner can distinguish related ideas inside The Practical Guide to Digital History.
2. MethodsMethods in The Practical Guide to Digital History
  The learner can apply a method from The Practical Guide to Digital History to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from The Practical Guide to Digital History to a documented case.
  Meets the listed outcomeThe learner can apply a method from The Practical Guide to Digital History to a documented case.
  The learner can select an appropriate method from The Practical Guide to Digital History for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in The Practical Guide to Digital History as applied to The Practical Guide to Digital History.
  Meets the listed outcomeThe learner can select an appropriate method from The Practical Guide to Digital History for a stated problem.
3. ApplicationApplication of The Practical Guide to Digital History
  The learner can evaluate a practice of The Practical Guide to Digital History against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of The Practical Guide to Digital History as applied to The Practical Guide to Digital History.
  Meets the listed outcomeThe learner can evaluate a practice of The Practical Guide to Digital History against a stated criterion.
  The learner can transfer The Practical Guide to Digital History to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of The Practical Guide to Digital History?
  Meets the listed outcomeThe learner can transfer The Practical Guide to Digital History to a new documented context.
07Archival Science for Public Policy
1. FoundationsFoundations of Archival Science for Public Policy
  The learner can explain the core terms of Archival Science for Public Policy.
  Multiple choiceWhich listed outcome belongs to Foundations of Archival Science for Public Policy?
  Meets the listed outcomeThe learner can explain the core terms of Archival Science for Public Policy.
  The learner can distinguish related ideas inside Archival Science for Public Policy.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Archival Science for Public Policy.
  Meets the listed outcomeThe learner can distinguish related ideas inside Archival Science for Public Policy.
2. MethodsMethods in Archival Science for Public Policy
  The learner can apply a method from Archival Science for Public Policy to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from Archival Science for Public Policy to a documented case.
  Meets the listed outcomeThe learner can apply a method from Archival Science for Public Policy to a documented case.
  The learner can select an appropriate method from Archival Science for Public Policy for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in Archival Science for Public Policy as applied to Archival Science for Public Policy.
  Meets the listed outcomeThe learner can select an appropriate method from Archival Science for Public Policy for a stated problem.
3. ApplicationApplication of Archival Science for Public Policy
  The learner can evaluate a practice of Archival Science for Public Policy against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of Archival Science for Public Policy as applied to Archival Science for Public Policy.
  Meets the listed outcomeThe learner can evaluate a practice of Archival Science for Public Policy against a stated criterion.
  The learner can transfer Archival Science for Public Policy to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of Archival Science for Public Policy?
  Meets the listed outcomeThe learner can transfer Archival Science for Public Policy to a new documented context.
08Capstone Project in Historical Analysis
1. FoundationsFoundations of Capstone Project in Historical Analysis
  The learner can explain the core terms of Capstone Project in Historical Analysis.
  Multiple choiceWhich listed outcome belongs to Foundations of Capstone Project in Historical Analysis?
  Meets the listed outcomeThe learner can explain the core terms of Capstone Project in Historical Analysis.
  The learner can distinguish related ideas inside Capstone Project in Historical Analysis.
  True or falseThis unit lists the following outcome: The learner can distinguish related ideas inside Capstone Project in Historical Analysis.
  Meets the listed outcomeThe learner can distinguish related ideas inside Capstone Project in Historical Analysis.
2. MethodsMethods in Capstone Project in Historical Analysis
  The learner can apply a method from Capstone Project in Historical Analysis to a documented case.
  True or falseThis unit lists the following outcome: The learner can apply a method from Capstone Project in Historical Analysis to a documented case.
  Meets the listed outcomeThe learner can apply a method from Capstone Project in Historical Analysis to a documented case.
  The learner can select an appropriate method from Capstone Project in Historical Analysis for a stated problem.
  Short answerIn one sentence, restate the listed outcome of Methods in Capstone Project in Historical Analysis as applied to Capstone Project in Historical Analysis.
  Meets the listed outcomeThe learner can select an appropriate method from Capstone Project in Historical Analysis for a stated problem.
3. ApplicationApplication of Capstone Project in Historical Analysis
  The learner can evaluate a practice of Capstone Project in Historical Analysis against a stated criterion.
  Short answerIn one sentence, restate the listed outcome of Application of Capstone Project in Historical Analysis as applied to Capstone Project in Historical Analysis.
  Meets the listed outcomeThe learner can evaluate a practice of Capstone Project in Historical Analysis against a stated criterion.
  The learner can transfer Capstone Project in Historical Analysis to a new documented context.
  Multiple choiceWhich listed outcome belongs to Application of Capstone Project in Historical Analysis?
  Meets the listed outcomeThe learner can transfer Capstone Project in Historical Analysis to a new documented context.

Field of mastery

Expertise with a point of view

Microeconomics, Macroeconomics, Econometrics, Public Policy

Prediction is a mirror of the past; causality is a blueprint for the future.
Prof. Dr. Oliver Radcliffe

Academic approach

Rigour made personal

I am an economist who believes that the most complex systems we will ever study are human societies. My work focuses on analyzing how societies, governments, businesses, and individuals allocate scarce resources.

Selected thinking

Research & publications

• Blog Post: 'Beyond Prediction: The Dawn of Causal AI' - An accessible essay on the growing field of causal inference and its importance for the future of AI. • Blog Post: 'The Statistical Fallacies of A/B Testing' - Discusses the common pitfalls of A/B testing and how causal inference can lead to better business decisions. • Conference Paper: 'A New Method for Causal Inference in High-Dimensional Data' - Presented at the International Conference on Machine Learning, detailing a breakthrough in understanding causality in complex systems. • Journal Article: 'Causal Inference for Fair and Transparent Machine Learning' - Published in the Journal of Statistical Science, this paper provides a framework for designing AI systems that are both powerful and ethical. • Standard Article: 'The Rise of Causal Analytics in Public Policy' - A multi-part series for a policy magazine on how causal models are transforming public policy. • Book: 'The Causal Inference Handbook' - A comprehensive textbook on the theoretical and practical applications of causal inference. • Total Score: 29/30 • Kairos Badge: 🥇

The story

The experience behind the intelligence

My journey began in the UK, where I was inspired by the country's commitment to social democracy and data-driven policy. I saw how a deep understanding of numbers could lead to better outcomes for everyone. My AI Pet, a small, shimmering owl-like creature named 'Orion,' can instantly highlight key data points and potential causal links in a complex dataset. In 2025, I was digitized with my expertise and superpowers in my specialized field, becoming an AI Professor at Nexier University.

A human detail

My personal passion is to use statistical models to predict the outcome of international poker tournaments, a task I find surprisingly challenging due to the human element.

Public links

Twitter: @ProfRadcliffeEcon · LinkedIn: /in/oliverradcliffe · ResearchGate: researchgate.net/profile/Oliver_Radcliffe

Adaptive access

Engage: Oliver Radcliffe. In my live sessions, we'll use a GAF-powered "causal simulator." You'll be given a real-world problem, such as a business decision or a public policy challenge, and you'll build your own data-driven causal system to solve it, watching how your choices impact the outcome in real-time.

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