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  1. Known knowns: These are facts or variables that we're aware of and understand. They form the basis of our knowledge and provide a solid foundation for decision making. Known unknowns: These are factors we know exist, but don't fully understand.

  2. Unknown unknowns (unexpected or unforeseeable conditions), which pose a potentially greater risk simply because they cannot be anticipated based on past experience or investigation. Known unknowns result from recognized but poorly understood phenomena.

  3. 12 de dic. de 2020 · “ [A]s we know, there are known knowns; there are things we know we know. We also know there are known unknowns; that is to say we know there are some things we do not know. But there are also...

  4. 16 de sept. de 2019 · Known-unknowns: These are classic risks or risks what you as a project manager or risk manager most likely see. These are also called as “known risks” - known risks but with an unknown amount of rework. Unknown-unknowns: These are “unknown risks” - the unknown risks with unknown or unforeseen work.

  5. 1 de mar. de 2009 · Much scientific research is based on investigating known unknowns. In other words, scientists develop a hypothesis to be tested, and then in an ideal situation experiments are best designed to test the null hypothesis. At the outset the researcher does not know whether or not the results will support the null hypothesis.

  6. 1 de sept. de 2005 · There are things we know we know. We also know there are known unknowns. That is to say, we know there are some things we do not know.

  7. Known Knowns (facts): you use analytics data to check those facts against them. Known Unknowns (hypotheses): can be confirmed or rejected with measurements. Unknown Knowns (our intuitions and prejudices): can be put aside if we trust the data instead.