Christian Ullrich
2026-06-11
TBD…
Problem
You are unsure whether ChatGPT is useful for a particular task.
Action
Identify tasks that mainly involve reading, writing, analyzing, summarizing, or creating information.
Outcome
You recognize where ChatGPT can create the most value.
Problem
You spend time on recurring knowledge work that adds little value.
Action
Identify tasks that follow a similar pattern and require repeated mental effort.
Outcome
You discover good opportunities for using ChatGPT.
Problem
You do not know whether ChatGPT will improve the way you work.
Action
Compare how you complete the same task with and without ChatGPT.
Outcome
You understand where ChatGPT improves your workflow.
Problem
The benefit of using ChatGPT is difficult to judge.
Action
Compare the time and effort required before and after introducing ChatGPT.
Outcome
You identify where ChatGPT creates meaningful efficiency gains.
Problem
There are too many possible ways to use ChatGPT.
Action
Prioritize the use cases that offer the greatest value with the least effort.
Outcome
You focus on the opportunities with the highest impact.
Problem
You expect ChatGPT to reason like a human.
Action
Treat every response as a prediction based on patterns rather than genuine understanding.
Outcome
You develop more realistic expectations.
Problem
You apply ChatGPT to tasks that do not match its strengths.
Action
Use ChatGPT primarily for language, knowledge, and reasoning tasks where pattern recognition is valuable.
Outcome
You achieve more reliable results.
Problem
Some decisions require capabilities that ChatGPT lacks.
Action
Keep important decisions, ethical judgments, and accountability under human control.
Outcome
You use ChatGPT without replacing essential human judgment.
Problem
Confident answers can appear more reliable than they actually are.
Action
Assume every answer may contain mistakes until it has been reviewed.
Outcome
You avoid placing too much trust in generated content.
Problem
ChatGPT sometimes produces convincing but incorrect information.
Action
Recognize that missing knowledge can lead ChatGPT to generate plausible-sounding answers.
Outcome
You know when additional verification is necessary.
Problem
Fast answers are not always good enough.
Action
Adjust the level of verification you perform based on the task’s importance.
Outcome
You balance efficiency with reliability.
Problem
Incorrect information can lead to poor decisions.
Action
Verify important facts using trusted sources before relying on them.
Outcome
You reduce the risk of costly mistakes.
Problem
The first response is often incomplete.
Action
Improve the conversation through follow-up questions and refinements.
Outcome
You achieve better results over time.
Problem
Some questions do not have one correct answer.
Action
Treat uncertain answers as starting points for further thinking rather than final conclusions.
Outcome
You make better decisions under uncertainty.
Problem
It is easy to rely too heavily on ChatGPT.
Action
Use ChatGPT to support your thinking while remaining responsible for the final outcome.
Outcome
You combine AI assistance with human responsibility.
Problem
ChatGPT cannot solve a task that has not been defined clearly.
Action
Describe exactly what you want ChatGPT to do.
Outcome
You receive more relevant responses.
Problem
ChatGPT lacks the background needed to understand your situation.
Action
Include the information ChatGPT needs to understand the task.
Outcome
The response becomes more relevant.
Problem
The response does not match what you expected.
Action
Describe the format, level of detail, and outcome you want.
Outcome
The response requires less rework.
Problem
The first prompt rarely produces the best result.
Action
Refine your instructions based on each response until ChatGPT produces the result you need.
Outcome
The quality of the output improves.
Problem
Large tasks are difficult to complete in a single conversation.
Action
Break complex work into smaller steps and work through them with ChatGPT one step at a time.
Outcome
You produce more reliable results.
Problem
Learning ChatGPT feels overwhelming.
Action
Begin by using ChatGPT for simple, everyday tasks.
Outcome
You build confidence through regular use.
Problem
Starting from a blank page takes too much effort.
Action
Use ChatGPT to produce an initial draft, then improve it yourself.
Outcome
You begin work more quickly.
Problem
Routine mental work consumes valuable time.
Action
Use ChatGPT for repetitive planning, summarizing, organizing, and drafting tasks.
Outcome
You spend more time on higher-value work.
Problem
You repeatedly solve similar tasks from scratch.
Action
Save and reuse chats that consistently produce good results.
Outcome
You work more efficiently over time.
Problem
Your use of ChatGPT does not improve without practice.
Action
Experiment with new tasks, prompts, and workflows regularly.
Outcome
You steadily expand your ChatGPT capabilities.
Problem
You need to understand a topic that is new to you.
Action
Ask ChatGPT for a simple overview before exploring the details.
Outcome
You understand the overall topic more quickly.
Problem
You do not know which concepts are most important.
Action
Ask ChatGPT to identify the main concepts and explain how they relate.
Outcome
You focus on the ideas that matter most.
Problem
Technical terms make the topic difficult to understand.
Action
Ask ChatGPT to explain unfamiliar terms in simple language.
Outcome
You understand the vocabulary more easily.
Problem
You do not know what else you should learn.
Action
Ask ChatGPT which related topics are worth exploring next.
Outcome
You build a broader understanding of the subject.
Problem
You are unsure how to begin your research.
Action
Ask ChatGPT to suggest an initial research plan with useful questions to investigate.
Outcome
You have a clear direction for further research.
Problem
Broad questions produce broad answers.
Action
Ask specific questions that focus on one topic at a time.
Outcome
You receive more relevant information.
Problem
The response is either too simple or too detailed.
Action
Tell ChatGPT how much detail you need.
Outcome
The response better matches your purpose.
Problem
One perspective is not enough.
Action
Ask ChatGPT to compare alternatives and explain the differences.
Outcome
You understand the available options more clearly.
Problem
The information is difficult to use.
Action
Request the response in the format that best supports your work.
Outcome
The information becomes easier to apply.
Problem
The first question rarely produces the best answer.
Action
Refine your questions based on the previous responses.
Outcome
You retrieve increasingly relevant information.
Problem
Confident wording can create false trust.
Action
Treat confidence as style rather than evidence.
Outcome
You evaluate responses more critically.
Problem
ChatGPT may produce false or invented information.
Action
Look for statements that require independent verification.
Outcome
You identify unreliable information earlier.
Problem
An answer may omit important information.
Action
Ask what assumptions, limitations, or context are missing.
Outcome
You develop a more complete understanding.
Problem
Every explanation is based on assumptions.
Action
Ask ChatGPT to identify the assumptions and possible biases in the response.
Outcome
You understand the limits of the information.
Problem
Critical decisions require reliable information.
Action
Confirm important claims with trusted external sources.
Outcome
You reduce the risk of acting on incorrect information.
Problem
Complex topics often have multiple valid perspectives.
Action
Ask ChatGPT to compare the strongest competing viewpoints.
Outcome
You understand the debate more completely.
Problem
Important relationships are difficult to recognize.
Action
Ask ChatGPT to identify recurring patterns across the information.
Outcome
You see the bigger picture.
Problem
Large amounts of information are difficult to process.
Action
Ask ChatGPT to identify the most important insights.
Outcome
You focus on the information that matters most.
Problem
The meaning of the information is still unclear.
Action
Ask ChatGPT to explain the likely implications and consequences.
Outcome
You better understand the significance of the findings.
Problem
Summaries do not automatically lead to decisions.
Action
Review the evidence and form your own conclusion.
Outcome
You make more informed judgments.
Problem
ChatGPT should not be your only source of information.
Action
Use ChatGPT together with trusted external sources.
Outcome
Your research becomes more reliable.
Problem
Useful information is easily forgotten.
Action
Save important findings in a form you can reuse.
Outcome
You build a valuable knowledge base.
Problem
Research becomes difficult to review over time.
Action
Organize findings in a consistent structure.
Outcome
Your research remains easy to understand.
Problem
You repeatedly develop the same approach.
Action
Reuse research prompts and workflows that produce good results.
Outcome
You research more efficiently.
Problem
Research quality varies from task to task.
Action
Build a consistent process that you can apply repeatedly.
Outcome
You produce more reliable research over time.
Problem
The problem is too vague to generate useful ideas.
Action
Describe the challenge clearly before asking ChatGPT for ideas.
Outcome
You receive more relevant suggestions.
Problem
The first idea is rarely the best one.
Action
Ask ChatGPT to generate several different solutions.
Outcome
You have more options to consider.
Problem
You are approaching the problem from only one angle.
Action
Ask ChatGPT to examine the challenge from different perspectives.
Outcome
You discover ideas you might otherwise miss.
Problem
Your assumptions may limit the range of possible solutions.
Action
Ask ChatGPT to identify and question your assumptions.
Outcome
You expand the range of possible ideas.
Problem
You stop exploring before finding the strongest ideas.
Action
Continue generating alternatives beyond the first useful answers.
Outcome
You increase the chance of finding better solutions.
Problem
Ideas are difficult to organize.
Action
Ask ChatGPT to apply a suitable thinking framework.
Outcome
Your thinking becomes more structured.
Problem
Unlimited possibilities make decisions more difficult.
Action
Define realistic constraints before generating ideas.
Outcome
The ideas become more practical.
Problem
Each idea has different strengths and weaknesses.
Action
Ask ChatGPT to evaluate ideas from multiple viewpoints.
Outcome
You gain a more balanced assessment.
Problem
One framework does not answer every question.
Action
Apply different frameworks to the same challenge.
Outcome
You develop a richer understanding.
Problem
Generic frameworks do not always fit your context.
Action
Adapt the framework with ChatGPT to match your specific situation.
Outcome
Your analysis becomes more relevant.
Problem
Conventional thinking limits innovation.
Action
Ask ChatGPT to generate unusual or unconventional ideas.
Outcome
You discover new possibilities.
Problem
You may overlook valid alternatives.
Action
Ask ChatGPT to argue for approaches opposite to your current thinking.
Outcome
You broaden your perspective.
Problem
Rare situations are often ignored.
Action
Ask ChatGPT to explore unlikely but possible scenarios.
Outcome
You become better prepared for uncertainty.
Problem
Potential opportunities are easy to miss.
Action
Ask ChatGPT to identify opportunities that are not immediately obvious.
Outcome
You recognize additional ways to create value.
Problem
Relationships between ideas are difficult to see.
Action
Ask ChatGPT to connect ideas from different domains.
Outcome
You generate more original insights.
Problem
The current framing limits possible solutions.
Action
Ask ChatGPT to rewrite the problem in different ways.
Outcome
You discover new ways to approach the challenge.
Problem
Good ideas often remain underdeveloped.
Action
Ask ChatGPT to strengthen the most promising ideas.
Outcome
You increase the quality of the solution.
Problem
Several ideas appear equally attractive.
Action
Ask ChatGPT to compare the strongest concepts.
Outcome
You understand the differences more clearly.
Problem
Ideas may depend on assumptions that have not been examined.
Action
Ask ChatGPT to identify and test the assumptions behind each idea.
Outcome
You build more robust solutions.
Problem
You need to select one direction.
Action
Use ChatGPT to evaluate the alternatives, then choose the option that best meets your objective.
Outcome
You move forward with confidence.
Problem
There are more ideas than you can pursue.
Action
Rank the ideas according to their expected value and effort.
Outcome
You focus on the highest-priority opportunities.
Problem
Ideas remain too abstract to execute.
Action
Turn each selected idea into a clear objective.
Outcome
You define what success looks like.
Problem
Large objectives are difficult to start.
Action
Break each objective into manageable tasks.
Outcome
The work becomes easier to execute.
Problem
Implementation feels too complex.
Action
Organize the work into practical phases.
Outcome
You can implement the idea step by step.
Problem
The path from idea to execution is unclear.
Action
Create a roadmap that connects objectives, tasks, and milestones.
Outcome
You have a practical plan for execution.
Problem
You start writing without a clear objective.
Action
Define what the document should achieve before generating any text.
Outcome
The writing stays focused on the intended result.
Problem
The writing does not match the people who will read it.
Action
Describe the intended audience before drafting the document.
Outcome
The content becomes more relevant to the reader.
Problem
It is unclear what the reader should do after reading.
Action
Specify the outcome you want the document to achieve.
Outcome
The writing becomes more purposeful.
Problem
Important information is missing before writing begins.
Action
Collect the facts, context, and source material before drafting.
Outcome
The document becomes more complete and accurate.
Problem
The document becomes too broad or unfocused.
Action
Define what the document should include and exclude.
Outcome
The writing stays concise and relevant.
Problem
You do not know how to organize the document.
Action
Ask ChatGPT to create an outline before drafting the content.
Outcome
The document has a logical structure.
Problem
The main ideas are presented in a confusing order.
Action
Arrange the major sections into a logical sequence.
Outcome
Readers can follow the document more easily.
Problem
Supporting information appears disconnected.
Action
Group related arguments under the appropriate sections.
Outcome
The document becomes easier to understand.
Problem
The ideas do not connect smoothly.
Action
Review the sequence of ideas and improve the transitions.
Outcome
The document reads more naturally.
Problem
The overall structure still feels unbalanced.
Action
Review and simplify the document structure before finalizing it.
Outcome
The document becomes easier to navigate.
Problem
Starting from a blank page slows your work.
Action
Use ChatGPT to generate a first draft from your outline.
Outcome
You begin writing more quickly.
Problem
Some parts of the document lack enough detail.
Action
Ask ChatGPT to expand incomplete sections.
Outcome
The document becomes more complete.
Problem
Some explanations are difficult to understand.
Action
Ask ChatGPT to rewrite unclear passages more clearly.
Outcome
The document becomes easier to read.
Problem
Related ideas are scattered throughout the document.
Action
Ask ChatGPT to connect related ideas into a coherent narrative.
Outcome
The writing becomes more consistent.
Problem
The document contains inconsistent wording or structure.
Action
Ask ChatGPT to review the complete document for consistency.
Outcome
The final draft feels more unified.
Problem
The writing style does not fit the audience.
Action
Ask ChatGPT to adapt the tone for the intended readers.
Outcome
The document communicates more effectively.
Problem
The writing is harder to understand than necessary.
Action
Ask ChatGPT to replace complex language with simpler wording.
Outcome
The document becomes easier to read.
Problem
The document requires too much effort to follow.
Action
Ask ChatGPT to improve the sentence structure, organization, and clarity.
Outcome
Readers understand the content more easily.
Problem
The same information is needed in different formats.
Action
Ask ChatGPT to convert the content into the required format.
Outcome
You reuse the content more efficiently.
Problem
Different document types require different structures.
Action
Adapt the writing to match the required document type.
Outcome
The document better fits its intended purpose.
Problem
Multiple authors organize content differently.
Action
Create a shared structure before collaborative writing begins.
Outcome
The team writes more consistently.
Problem
Content from different contributors does not fit together.
Action
Use ChatGPT to merge contributions into one document.
Outcome
The document reads as a single piece.
Problem
Feedback is difficult to apply consistently.
Action
Use ChatGPT to consolidate and incorporate feedback.
Outcome
Revisions become faster and more consistent.
Problem
Multiple revisions introduce inconsistencies.
Action
Review each draft for consistent wording, structure, and style.
Outcome
The document remains coherent throughout revisions.
Problem
The final document still feels fragmented.
Action
Use ChatGPT to produce one polished version from the completed draft.
Outcome
You deliver a clear and consistent final document.