Uncertainty and the Bayesian Brain#

Discussion:#

What is common about the following sentences:

  • Sinduja is always late for parties.

  • It usually rains very heavily here in the first week of July.

  • Our team never wins when we start to lose wickets early.

  • In English words, ‘i’ always comes after ‘e’ except after ‘c’ or when pronounced as ‘AY’ such as in ‘neigh’ or ‘weigh’












Refresher: Bayesian Reasoning#

bayes

Activity/Discussion:#

A doctor faced with a patient having a cough (D = Data) has to make a decision about the most likely cause for the symptoms from three hypotheses: a lung cancer (H1), a cold (H2) or gastroenteritis (H3). How would you try and approach this problem?

Judgements under uncertainty: Ambiguous Motion#

https://michaelbach.de/ot/mot-sam/










Video: The Bayesian Brain#

Discussion:#

When can making predictions be a bad thing?

The Ethics of Bias#

Discussion:#

  1. Are some kinds of biases essential to make decisions? When must we be wary of our biases?

  2. The Hindi sentence “Wo doctor hai.” is a gender-neutral way to say “that person is a doctor.” Similarly “Wo nurse hai.” is a gender-neutral way to say “that person is a nurse.” Yet entering these sentences in google translate gives the results shown below. Why might this be the case? Would you say this is acceptable?

Bias