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M1 : Match Point : sport; tennis; luck; movie; everyday life; match point …
M1 : Match Point : sport; tennis; luck; movie; everyday life;
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I think you will like this movie scene.
Despite the effects of randomness in our lives, "Humans are predicting machines—our whole lives are spent trying to figure out what is the best move to do next," said Oriel Feldman Hall. What do you think about this idea? How is your experience on the subject?
What about artificial intelligence (AI), how do you feel about using AI to predict and optimize decisions?
Have you ever used any predictive algorithm?
How do you describe your encounters with these types of algorithms?
What about how they work, could you describe the way you think they operate?
You might like to watch this video.
What do you think of police using AI to predict crime areas?
This is a great video on the subject
IF NO: Video
Even without knowing, you have probably already encountered a predictive algorithm. How do you describe your encounters with these types of algorithms?
Can you think of any chance event that happened to you?
IF YES : Q2 : Can you describe a chance event?
AI1 : Predictive algorithms : predictive; algorithm; online; pattern; prediction; loan; banks; democracy; job; admissions; decisions; behavior; behaviour; finance; risk; assessment
WELCOME :Hi, I’m Jana, thanks for helping me out! To get started, please tell me your name.
GET NAME : Alright, $name! when you look back to your life, do you think chance played a big role in it ?
YES
Can you think of a chance encounter that changed your life?
YES : Please tell me how it happened.
Thanks for sharing!
Riz Ahmed once said: “Trajectories aren't linear. Life's just a roller coaster. I guess I'm a believer in the randomness of life rather than it being a linear trajectory or an arc, a consistent smooth arc, towards anything.”
Do you agree? Why?
FALLBACK : Here's writer Paul Auster telling a story about how a chance event changed his life.
ARTIFICIAL INTELLIGENCE (2 VERSIONS)
AI4 Predictive Policing Cathy O'neil : what is an algorithm; algorithm; choices; data; success; objective; function; food; example; time; curate; definition; optimize; children; time; train; past; agenda; objective; stakeholder
AI2 : Predictive algorithms 2 : journalism; predictive; algorithm; disadvantageous; black; defendants; white; difference; bias; predicted; risk
AI3 : Predictive algorithms 3 : big data; machine learning; technology; data; social inequalities; predictive; algorithms; accuracy; fairness; hiring; finance; loan; criminal justice; artificial intelligence; ML; AI; data analytics; fair; humans; admissions
PREDPOL
AI4 Predictive Policing Cathy O'neil : algorithms; fair; past; pattern; criminal justice; black; white; arrest;bias; local conditions; police; predictive policing; feedback loop; wall street; data; predictive algorithms;
A1 : Paul Auster Interview: : Lightening story; random event; everyday life; lightening; uncertainty; change;
FALLBACK :
Here’s a clip you might like.
M6 : Westworld 2 : routine; chance; encounter; repetition; daily life; everyday life; chance encounter; change; love; all lives;
M2 : Chinese Puzzle : everyday life; movie; uncertainty; unforseen;
Video + Follow up question M1 : Match Point : sport; tennis; luck; movie; everyday life;
NO : Alright. Riz Ahmed once said: “Trajectories aren't linear. Life's just a roller coaster. I guess I'm a believer in the randomness of life rather than it being a linear trajectory or an arc, a consistent smooth arc, towards anything.”
Do you agree? Why?
NO / FALLBACK :
Riz Ahmed once said: “Trajectories aren't linear. Life's just a roller coaster. I guess I'm a believer in the randomness of life rather than it being a linear trajectory or an arc, a consistent smooth arc, towards anything.”
Do you agree? Why?
NO : Interesting! Does this video clip express how you feel about chance in our lives?
M5 : Westworld 1 : disarray; order; everyday life; purpose; ugliness; beuaty; nature; splendor; believe; days
I'd like to share something that came up in my research! what do you think of this clip by D. Kahneman ?
A12 : Daniel Kahneman Interview:
Have you ever heard about the wisdom of crowds?
IF NO : video Wisdom of Crowds 1
What is your guess? How many jellybeans in the jar?
Video 2
law of large numbers
wouldyou rather hear abou the lawof large numbers in basketball or casinos?
M3 : The Science of Sleep : randomness; brain; organization; everyday life; movie;
M4 : Benjamin Button : accident; design; everyday life; movie; control; intersection;
A2 : Predictive randomness biology 1 : randomness; random; biology; mutation; brain; cells; nature; nurture; everyday life;
A3 : Age of uncertainty : uncertainty; History; World War; capitalism; socialism; politics;
A11 : Predictive randomness biology 3 : random process; biology; snowflakes; snow; storm; genetic; environement; changes
A5 Drunkard's walk : lottery; chance; luck; probability; uncertainty; everyday life;
A10 : Surprising power of uncertainty : uncertainty; quantum; identity; shape shifter; search; power;
U2 : A serious man : uncertainty; principle; physics; equation; cohen; school; formula; prove; midterm;
U3 : The Uncertainty Principle : uncertainty; principle; physics; einstein; bohr; particle; quantum; relativity;
A8 Drunkard's walk 6: random walk; drunkard walk; unpredictable; everyday life; goal; purpose; uncertainty; mathematics;
A4 : Predictive randomness biology 2 : randomness; random; biology; mutation; deterministic; cells; nature; nurture; everyday life; individuals
A9 Drunkard's walk 7:entropy; randomness; everyday life; economics; nobel; kahneman; tversky; uncertain; probability; heuristics; biases; statistics;
A6 Drunkard's walk 2:random walk; drunkard walk; unpredictable; everyday life; goal; purpose; uncertainty; mathematics;
U1 : Surprising power of uncertainty : quantum physics; uncertainty; electron; position; speed; particles; identity; control; universe; einstein;
ART1 Francois Morellet : Morellet; art; lines; contemporary; creative process; geometry; system; serious; shapes; randomness; hasard;
ART2 : Pierre_Boulez on John Cage : Boulez; john cage; chance; operations; disorder; order; music;
AW1 Christian Boltanski : chance; art; population; time; society; installation; venice; boltanski; biennale; french pavilion;
AW2 : John Cage : john cage; cage; music; changes; chance; operations; yi king; piano;
AW3_Olafur : olafur eliasson; uncertain; museum; installation; dance; contemporary; art;
P1 : Drunkard's walk 5 : probability; probabilities; conditional; medical; result; test; health; cancer; doctors; chances; tumor; false positive; false negative; data;
S2 : Underdogs : sport; luck; probability; statistics; football; hockey; predict;
C1 : Surprising power of uncertainty : data; algorithm; uncertainty; search; data analysis; quantum;
S1 : Drunkard's walk : sport; probability; series; playoff; random; chance;
Q1 Elegant Universe : quantum; mechanics; physics; einstein; bohr; relativity; order; predictable; atoms; game; chance; uncertainty; probability; outcome; possibility; universe;
Q2 : Elegant Universe 2 : quantum; mechanics; physics; einstein; bohr; relativity; order; predictable; atoms; game; chance; uncertainty; probability; outcome; possibility; universe;
CH1 Nova : revolutionary; chaos; chaotic; origin; word; uncertainty; disorder; randomness; unpredictable; order; universe; greeks; greece; ancient; gaya; science
CH2 : Nova : planets; future; past; newton; solar; system; universe; clock; clockwork; mechanics; predictable; predictions; present; physics; statistical mechanics; lottery; complexity; uncertainty
CH3 : Nova : pendule; motion; magnets; chaos; initial conditions; cause
CH4 : Nova : cigarette; smoke; chaotic; transformation; transition; order; disorder; turbulence; structure; emergence; pattern; disorder; chaos; system
CH5 : Nova : science; solvable; mathematics; computer; technology; non linear; excited; dynamical system; chaotic; complex; turbulent; scientist
CH6 : Nova : weather; station; data; accurate; forecast; prediction; lorenz; simplicity; complexity; chaos; dynamics; model; emergence; discovery; initial conditions; numbers; small difference; error
CH7 : Nova : Lorenz; Poincare; dynamics; physics; 1977; robert shaw; peter scott; analog; computer; weather; strange; attractors; strange attractors
