Workbook training: AI technologies, democracy, and culture, part 5
Unbundling AI: Building a sustainable data-driven organization | Workbook training, part 5/5
Hello,
This part of the training relates to part 5 of the workbook: "AI technologies, democracy, and culture." You can read it here.
▸ Why this training and how it was conceived
Today's AI systems need to be improved in terms of flexibility and understanding context. They struggle to explain their actions in an understandable way to humans.
We need a machine intelligence that can comprehend human language, emotions, intentions, behaviors, and interactions at multiple levels.
While current algorithms are great at performing well-defined tasks, they can only do so after being trained on annotated data. And while we've made significant progress in solving complex real-world problems, it remains to be seen how far these algorithms can go and whether they can form the basis for truly intelligent machines.
Does society want to support AI technologies that reflect its human values, languages, culture, and emotions?
In part 1 of the training, “Introduction to the data transformation era,” we saw how to apply that understanding to key decisions about AI-driven business models.
In part 2 of the training, “Perspectives for defensibility,” we focused on data-based decision management and weighing up immediate and expected future outcomes that may be conflictive.
In part 3 of the training, “Growth and resilience” we emphasized on the need for robustness, the right goal setting, and making the leap, particularly during uncertain times.
In part 4 of the training, “Barriers to scale in a complex environment”,
In part 5 of the training, “AI technologies, democracy, and culture”
A reminder
The priority for organizations to build next-generation systems falls into three areas:
Improving data management;
Enhancing data analytics and machine learning;
Expanding the use of all types of enterprise data, including streaming and unstructured data.
🚨 You can get back to part 5 “AI technologies, democracy, and culture”
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