Artificial Intelligence (AI) - Expectations Vs. Reality
Updated on March 2023
Continue using ChatGPT, it is now becoming the very useful as an assistant.
Context: I was working on Scrum Master knowledge with regards to Value Stream Map.
The prompt: VSM visual?
The answer from ChatGPT:
Value Stream Mapping (VSM) is a visual aid used to map out the steps in a process and the time it takes to complete each step. It is a helpful tool for identifying bottlenecks and inefficiencies in the process and developing strategies for improvement.
A typical VSM visual consists of a flowchart with boxes representing each step in the process, and lines connecting the boxes to show the flow of work items through the process. Each box represents a specific activity, such as planning, development, testing, or deployment. The lines between the boxes represent the flow of work items through the process, indicating the sequence and timing of each activity.
In addition to the flowchart, a VSM visual may include other elements such as:
- Data boxes: These are boxes that contain data such as the time it takes to complete each step, the number of work items in each step, and other metrics that are relevant to the process.
- Timeline: This is a timeline that shows the duration of each step in the process and the overall time it takes to complete the process.
- Symbols: There are several symbols used in VSM visuals to indicate different types of activities, such as delays, inspections, or inventory.
- Metrics: VSM visuals may include metrics such as lead time, cycle time, and throughput, which can help to measure and monitor the efficiency of the process.
By using a VSM visual, teams can identify areas where the process may be slow or inefficient and develop strategies for improvement. The visual can help to facilitate communication and collaboration among team members and stakeholders, and provide a shared understanding of the development process.
From January 2023.
ChatGPT, a popular term lately.
I asked if there is a gap between people imagining what AI is capable of in reality compared to what people perceive it to be. So, here is answer:
ChatGPT: Yes, there can be a gap between people's expectations of artificial intelligence (AI) and what AI is actually capable of, and this gap can be due to mismatched mental models. People's perceptions of AI are often shaped by media portrayals and popular culture, which can create unrealistic expectations of what AI can do. In some cases, people imagine AI to be a highly advanced technology that can think and make decisions independently, like a human. However, the reality of AI is that it is still a limited technology that relies on algorithms and data to make predictions and decisions, and it requires human oversight and input to ensure that it is working correctly.
This mismatch between mental models and the reality of AI can lead to misunderstandings and expectations that are difficult to meet. For example, people may expect AI to solve complex problems on its own, when in reality it is better suited to performing repetitive or routine tasks, or to making predictions based on patterns in data.
To close this gap, it is important for people to educate themselves about the true capabilities and limitations of AI, and to develop a more accurate mental model that reflects the current state of the technology. This can help to manage expectations and ensure that AI is used effectively and ethically.
Interested to learn further about ChatGPT? Try this course: https://www.edx.org/course/introduction-to-chatgpt