Working Up

Working Up in Project Management, Systems Engineering, Technology, and Writing

Working Up header image 4

Entries Tagged as 'Data Science'

Fundamentals and Fads

December 11th, 2025 · No Comments

by Dwayne Phillips It must be difficult running a college and deciding what departments to create and what degrees to offer. It seems only yesterday that colleges started offering degrees in Data Science. Data Science was the sexiest job of the century or so said an article in Harvard Business Review. I guess they missed […]

[Read more →]

Tags: Artificial Intelligence · Data Science · Learning · Systems · Teaching

The Data Is Stored

September 22nd, 2025 · No Comments

by Dwayne Phillips If a computer is used in a system, the data is stored and can be retrieved. This story is making the rounds on the Internet…Tesla was involved in a crash lawsuit. Tesla said, “We don’t have any data.” A hacker found the data in the car. Put this down next to the […]

[Read more →]

Tags: Computing · Data Science · History · Remember · Technology

Time to Write About AI Agents

July 21st, 2025 · No Comments

by Dwayne Phillips AI agents are all the rage. Really? Of course these things are old news. OpenAI released the ChatGPT Agent recently. Wow! Great stuff! Okay, it is pretty good stuff. Here is a prompt in plain, everyday English. When something happens, do something. Here are instructions in plain, everyday English. Do that complex […]

[Read more →]

Tags: Artificial Intelligence · Computing · Data Science · History · Technology

Safe AI Text

March 24th, 2025 · No Comments

by Dwayne Phillips Are we spending too much time and effort on making AI systems “safe?” Perhaps we should allow adults to be adults and move on. Consider an LLM or whatever that creates text promoting: Those people, those philosophies are horrible! Okay, are you an adult? If so, you can easily reject those horrible […]

[Read more →]

Tags: Adults · Artificial Intelligence · Choose · Data Science · Decide · Technology

Significant and Embarrassing Achievement

March 13th, 2025 · No Comments

by Dwayne Phillips Sometimes some person has a significant achievement, but the resources weren’t approved, so it was all quite embarrassing. This is a true story that occurred in the last century. A person at work had a neighbor who worked at a different government agency. The other agency had a colossal failure with some […]

[Read more →]

Tags: Accountability · Authentic · Chaos · Data Science · Emergency · Leadership · Work

Inconvenient Facts of Fact Checking

January 27th, 2025 · No Comments

by Dwayne Phillips A problem with fact checking is that people write so poorly these days we cannot find the facts in seemingly factual statements. Fact checking and the absence or removal of fact checking has been in the news recently. Some society media outlets have removed fact checking and such for something else called […]

[Read more →]

Tags: Accountability · Clarity · Communication · Data Science · Error · Science · Writing

Answer the Big Questions, Please

October 17th, 2024 · No Comments

by Dwayne Phillips This is what the people who steer the money want from AI or anything else. We don’t want AI to do the dishes and the laundry. Well, most of us want these things, but the people who steer the money, i.e., the CEO folks, want answers to their big questions. Big questions […]

[Read more →]

Tags: Artificial Intelligence · Data Science · Decide · Questions · Requirements · Systems

Poisoned Machine Learning

January 29th, 2024 · No Comments

by Dwayne Phillips We have yet another problem with machine learning. This one, however, has an easy solution. Several years ago I wrote of a fundamental problem with machine learning. I guess we have yet another problem being called “poisoned” machine learning. With poisoning, someone knows that I am about to “learn the machine” something […]

[Read more →]

Tags: Analysis · Artificial Intelligence · Concepts · Data Science · Machine Learning

50% of 50%

October 26th, 2023 · No Comments

by Dwayne Phillips Let’s pay attention to some basic math. We don’t like that, but we are adults, so let’s behave accordingly. In some respects, asking, “What is 50% of 50%?” is silly. Ask a mathematician that question. I did recently and the response was a laugh. The answer is 2,500%%. Huh? Everyone knows that […]

[Read more →]

Tags: Adults · Approximation · Clarity · Communication · Data Science · Knowledge · Science

The Data-Centric Organization (At the Grocery Store)

September 14th, 2023 · No Comments

by Dwayne Phillips Sometimes we get a bit carried away with this idea of being a data-centric organization or data centricity or data driven or whatever. It seems that everyone wants a data-centric organization (and I don’t like that term because the computer marks it as a misspelled word). We need to have data centricity […]

[Read more →]

Tags: Data Science · Decide · History · Management