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Are we going to working for smart machines
or will we have smart people around the machine?
Ancient Greece to today
2500 years
Philosophy to Big Data
Lightening revolution
Types of AI
based on capabilities
based on functionalities
Ai Based on Capabilities
narrow ai
super ai
general ai
AI Based on Functionalities
reactive machine > limited memory
self-awareness > theory of mind
Dont exist
systems w/conscious
ability to understand human emotions
Does exist
ai with no memory, task specific
uses recent data to train decisions
Narrow AI
Systems w/no memory, task specific
Super Ai
AI that can understand and learn any intellectual task that a human can.
General Ai
ai that could surpass human intelligence + perform better than human at any task
Traditional (Narrow/Weak) AI
focus on performing specific task intelligently, learn/make decision based on data
Generative AI
trained on data set and learn underlying patterns to generate new data that mirrors training set
AI we use right now is mostly just
math
Clopening
Same employees closing and opening
starbucks example
Big data & labor
businesses can analyze customer traffic and calc exact # of employees they need > bare minimum, low cost
Surveillance Capitalism
human experience as free raw material that becomes behavioral data
some data used for product/service improvement
rest of data as behavioral surplus fed to machine intelligenc
Prediction Products
Anticipate what you will do now, soon, or later based on behavioral data
Instrumentarian Power
knows and shapes human behavior toward’s others’ ends
works thru automated medium
Surveillance Capitalism reality
Strips illusion of early digital dream
“connection” as not intrinsically pro-social, inclusion, or helping democratization of knowledge
Ethical dilemma of self-driving cars
How should we assign blame for acts and decisions made by autonomous machines/ai?
Causal Responsibility
If Agent A is causally responsible for Event
E, then it is because A performed an action or omission that caused E.
Main Question about Causal Responsibility
If someone who is causally responsible also necessarily morally responsible ?
Additional Questions about Causal Responsibility
what if you had no free will?
what if you were mentally/physically incapable of choosing?
what abt losing your job?
what about child/animal?
what about machine/algorithm?
Moral Responsibility
Also includes causal responsibility and knowingly and willingly performed the action or omission to cause E.
Question about Moral Responsibility
Is it only meaningful to hold someone morally responsible if they could have done otherwise, that is if they had a choice?
To be Morally Responsible, you must be
causally responsible
have choice
able to understand objective/subjective consequences of actions
able to understand moral principles
NYT suing OpenAI and Microsoft
over ai use of copyrighted work for ai training
Why AI models might be used according to companies
“supplement” representation in size, skin tone, and age
8 Ethical Qs in AI
bias: is ai fair?
liability: who is liable for ai?
legal: what are legal copyright/ownership laws for ia?
security: how do we protect access to ai from bad actors?
human interaction:will we stop talking to one another?
employment: is ai getting rid of jobs?
wealth inequality: who benefits?
power and control: who desides how to deploy ai?
robot rights: can ai suffer?
Demand Forecasting and Inventory Optimization

Trend Forecasting and Design Ideation

Virtual Sampling, 3D Design, Digital Prototyping

AI-Generated Marketing/Imagery/Modeling

Recycling, Sorting and Circular Fashion Systems

Changing meanings of words
like “search” and “like”