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Probabilistic Programming

Machine Learning

Probabilistic Programming

Machine Learning

Software system for statistical models

Study of algorithms that improve automatically through experience

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approx 100 words

Dialectical Questions

General

How are Probabilistic Programming and Machine Learning the same?

How are Probabilistic Programming and Machine Learning different?

What does Probabilistic Programming highlight about Machine Learning?

What does Machine Learning highlight about Probabilistic Programming?

Where do Probabilistic Programming and Machine Learning most directly clash?

Where do Probabilistic Programming and Machine Learning unexpectedly connect?

What are the main strengths of Probabilistic Programming compared to Machine Learning?

What are the main strengths of Machine Learning compared to Probabilistic Programming?

What are the main weaknesses of Probabilistic Programming compared to Machine Learning?

What are the main weaknesses of Machine Learning compared to Probabilistic Programming?

What larger context includes both Probabilistic Programming and Machine Learning?

How might Probabilistic Programming and Machine Learning balance or complement each other?

What would the world look like if Probabilistic Programming dominated?

What would the world look like if Machine Learning dominated?

What would be lost if Probabilistic Programming disappeared?

What would be lost if Machine Learning disappeared?

How might Probabilistic Programming and Machine Learning depend on each other?

What hidden patterns link Probabilistic Programming and Machine Learning?

How might Probabilistic Programming and Machine Learning evolve in the future?

Can the conflict between Probabilistic Programming and Machine Learning be resolved—or only managed?

Self & Identity

How do Probabilistic Programming and Machine Learning shape ideas of identity?

What does choosing Probabilistic Programming over Machine Learning say about the self?

How might people identify with Probabilistic Programming differently than with Machine Learning?

Culture & Symbol

What cultural meanings are attached to Probabilistic Programming and to Machine Learning?

How are Probabilistic Programming and Machine Learning represented in symbols, stories, or media?

What metaphors capture the tension between Probabilistic Programming and Machine Learning?

History & Memory

How has history treated Probabilistic Programming compared to Machine Learning?

What past conflicts or links between Probabilistic Programming and Machine Learning still matter today?

How do memories of Probabilistic Programming affect the way we see Machine Learning?

Nature & Cosmos

How do Probabilistic Programming and Machine Learning relate to the natural world?

How does Probabilistic Programming reflect universal laws differently from Machine Learning?

What natural metaphors describe Probabilistic Programming and Machine Learning?

Body & Health

How do Probabilistic Programming and Machine Learning each affect human wellbeing?

What emotions or sensations are tied to Probabilistic Programming versus Machine Learning?

How do Probabilistic Programming and Machine Learning relate to survival or resilience?

Economy & Work

How do Probabilistic Programming and Machine Learning change the meaning of work or value?

How do Probabilistic Programming and Machine Learning compete for resources?

What would everyday life look like under Probabilistic Programming versus Machine Learning?

Power & Control

How does Probabilistic Programming try to control or influence Machine Learning?

How does Machine Learning try to control or influence Probabilistic Programming?

Who gains power if Probabilistic Programming dominates Machine Learning, or if Machine Learning dominates Probabilistic Programming?

Learning & Knowing

How do Probabilistic Programming and Machine Learning define knowledge differently?

What kinds of truth are emphasized by Probabilistic Programming versus Machine Learning?

How does comparing Probabilistic Programming and Machine Learning expand what we know?

Technology & Tools

How do Probabilistic Programming and Machine Learning influence the tools people use?

How do Probabilistic Programming and Machine Learning change through new technologies?

How do Probabilistic Programming and Machine Learning shape the pace of progress?

Imagination & Play

How do Probabilistic Programming and Machine Learning inspire creativity or play?

What games or stories can be told about Probabilistic Programming vs Machine Learning?

How do Probabilistic Programming and Machine Learning shape our dreams of the future?

Emotion & Expression

What emotions are most connected to Probabilistic Programming? To Machine Learning?

How would art or music express Probabilistic Programming compared to Machine Learning?

What inner conflicts arise when choosing between Probabilistic Programming and Machine Learning?

Paradigms & Patterns

What assumptions about reality are revealed by Probabilistic Programming versus Machine Learning?

What patterns link Probabilistic Programming and Machine Learning?

How could Probabilistic Programming and Machine Learning be combined into a new paradigm?

Probabilistic Programming

Machine Learning