Making thinking sexy again. Insights & tools to wrangle complexity, expand your solution space & uncover opportunities to solve real problems. Founder: @kishau.
Navigate compensating feedback loops by creating space for your audience to engage in a slower, iterative process that may advance toward a bigger idea with more compelling long-term value. #FeedbackLoops#SystemsThinking
https://t.co/kDCJJhWjUY
This guide provides an introduction to #SystemsThinking and how its principles, methods and tools can be used for innovation & problem solving.
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“When intelligent machines are constructed, we should not be surprised to find them as confused and as stubborn as men in their convictions about mind-matter, consciousness, free will, and the like.” ~Marvin Minsky
A common pitfall of #MachineLearning solutions is the failure to monitor models for adaptability problems & performance drift. #MLPitfall
>>"Cause & effect are not closely related in time and space" #SystemsThinking
Integrating innovation and systems thinking principles to influence how we mature great ideas has four major benefits … #SystemsThinking
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"Understanding programming concepts without the crutch of computers tends to result in deeper understanding. It is also a great way to find common ground between innovators all over the world." ~@kishau
"We push to find the one simple reason things have gone wrong. We look for the one action, or the one person, that created this mess. As soon as we find someone to blame, we act as if we’ve solved the problem.”
~Margaret J. Wheatley #SystemsThinker
We don't know anything until we create space for enough (of the right) people to connect and engage with our ideas. #FeedbackLoops
https://t.co/kDCJJhWjUY
When executing a big idea, the need to protect it (and your ego) and the unpredictable chemistry of engagement leaves little room for the right people to provide deeper insights earlier in the process. #FeedbackLoops
https://t.co/kDCJJhWjUY
"Remember that your hypothesis must be testable, measurable and have the potential of failing. What are you testing? How will you measure your success?" ~@kishau
Use the Data Iceberg Model to evaluate the quality & limitations of the data used to train your machine learning models. #SystemsThinking#ML#AI
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The current process for training a machine to make hit music ignores all other intelligence required to develop a musical hit and diminishes the lived experiences, storytelling, and other skills that make good songs great. #AI#Art
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Innovation requires that once you get an idea, you have to get it in front of enough of the right people to create a feedback loop.
https://t.co/kDCJJhWjUY
There are four commonly used frameworks and approaches for problem solving: Systems Thinking, Design Thinking, Lean, and Agile. Determining which framework to use is dependent on what you're trying to accomplish.
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Kathrin Winkler, editor at @GreenBiz, states that “Systems thinking, on the other hand — understanding relationships and context when trying to effect change — underlies my worldview and helps me to be open to other perspectives” https://t.co/7u7AjrnHFU