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In AI-driven products, the goals your algorithms are optimizing for are a critical element of the UX of your product. Over time, these objectives end up *defining* the product. It at all possible, these goals should be made configurable by the users they affect.
Algorithmic decisions end up programming... people. It is increasingly time to reverse that trend -- let technology be a tool in the hands of end users, let not users become tools to be manipulated by technology.
machinery < humanity
There are bad actors behind these tools doing the manipulating - they don’t (yet?) act on their own volition. How do we build tools that are resistant to that manipulation?
And even if we know how - then how do we start organizations that are incentivized to build the tools “correctly” in the first place?
“Program or be programmed”... a distopia to avoid, while still using it to motivate people to learn CS in secondary/high school.
Users already have capability to follow, block mute... the power is in the hands of the users. We need AI to be neutral.
There are cases when we have to 'program people', because when everyone acts based on self-interest everyone will arive at suboptimal result (bad Nash equilibrium). When giving or taking away freedom of users we have to make sure that their best decision lead to good outcomes.
we see the subtleties of google Francois & the rock @jack uses
You're saying manipulate slowly so no one sees,pitching your tool-Kit or jumping ship?
Clearly,all should be"opt-in" w/ clear sign-posts 4 users what algos R running,what they do & through time and offer alternativespic.twitter.com/6QZ22eXOM3
Agree, but humans ARE algorithms. Always have been. ‘I think therefore I am’ is deeply flawed, as brains are bayesian bc of how information is processed for a decision (human action) to occur. BayesianDL & models in neuroscience are being overlooked. XAI via BayesianDL is 
speaks to the nature of human beings... we mainly build tools to empower ourselves first.... Empowering our loved ones 2nd... then everyone else dead last even after animals.
which is where transparency is required: people within companies who can actually take in the tough questions and get real answers ton install a dialogue. Far from reality with certain actors today!
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