12. 1. Introduction to bullshit
2. Spotting bullshit
3. Causality
4. Statistical traps and trickery
5. Data Visualization
6. Big Data bullshit
7. Publication bias
8. Predatory publishing and scientific misconduct
9. Natural ecology of fake new and other bullshit
10. Refuting bullshit
17. Growth in…
Bergstrom and Dugatkin (2011), adapted from Payne et al (2009) PNAS,
Valentine et al (1994) Paleobiol.
Body size Morphological
complexity
20. 1. Replicating molecules to protocells
2. Independent genes to chromosomes
3. RNA to DNA
4. Bacterial cells to eukaryotic cells
5. Asexual to sexual reproduction
6. Single-celled to multicellular
7. Solitary to colonial living
8. Simple signals to combinatorial language
Advances in information technology
21. The form of information
influences what we say
and how it spreads.
26. “Writing indeed, which
brings in gold for us,
should be respected and
held to be nobler than all
goods, unless she has
suffered degradation in
the brothel of the printing
presses.”
— Fillipo de Strata
1474
27. “The invention of new and various
kinds of communication has given a
voice and an audience to many
people whose opinions would
otherwise not be solicited, and who,
in fact, have little else but verbal
excrement to contribute to public
issues.”
— Neil Postman
1969
41. “The point of modern propaganda
isn't only to misinform or push an
agenda. It is to exhaust your
critical thinking, to annihilate
truth.”
—Garry Kasparov (2016)
42. CC-BY-2.0 Jon S (flickr)
Buzzfeed.com
Subscription-driven
Click-driven
The unvarnished truth
is no longer good enough.
43. Correlation doesn’t imply causation,
but it doesn’t sell newspapers either.
Of course, correlation
doesn’t equate to
causation, and other
factors could be
prompting millennial
women to delay or
forgoing children”
“
44. Social media sharing as social signaling.
Professor Judith Donath, MIT Media Lab
45. In the world of social media, of
Facebook and Twitter, news is
shared not just to inform or even to
persuade. It is used as a marker of
identity, a way to proclaim your
affinity with a particular community.
“
—Judith Donath, MIT Media Lab
47. Me?
What you are actually saying is
I am with
You.
CC-BY-2.0 David Geitgey Sierralupe flickr)
48. But for this purpose, it doesn’t matter
whether what I’m saying is even true.
HUGE coverup!
Secret FBI files
show Hillary had
Antonin Scalia
killed so she could
take our guns!
PD US
49. Me?
I don’t even care if you believe it.
The more implausible, the stronger the signal
I am with
You.
CC-BY-2.0 Michael Vadon (flickr)
50. Information is evaluated based not on
conformity to common standards of
evidence or correspondence to a common
understanding of the world, but on whether
it supports the tribe’s values and goals and is
vouchsafed by tribal leaders. “Good for our
side” and “true” begin to blur into one.”
“
—David Roberts, Vox
Tribal epistemology
Fed us bullshit straight up. Just plain bullshit.
https://www.flickr.com/photos/clotho98/3969287963/in/photolist-qkszPT-aFbuaF-nryp2k-73KD2n-oeMiMx-4TyR9L-gVpa7-82h1L5-6bFFFn-byQZJ4-6bKQ71-6bKQtE-7aEcAU-78dfVX-abQRxz-4DizPb-bkW8id-bmTFxj-6QdGNX-br5QRP-8NfWXF-23w33-87pgFe-qy9Lx-4DizHq-PrGVmf-MzYVDM-6bKPM3-byQZLa-6xpkLK-8QAQC
Over the last couple years, Carl and I have been asking what can we do? We are paid to call BS in our professional lives through peer review of scientific papers, reports and propals. How can we pass these skills on to students? Because of all the things we teach, it is these skills in teaching students how to detect rot that is more important than any technical skills that I can impart on to students.
So, in January Carl and I realized a website open to the world. We have developed case studies, tools, videos and reading material for students and imporantly the general public. UW and the iSchool have been 100% supportive in this endeavor.
We have hundreds of thousands of visitors from all over the world to our website. We just released our first video lecture and we have already had more than 10k people viewing the lecture.
We want this to be available to everyone, so we’ve made all of our materials open to the world. Our syllabus, our readings, all of the case studies we’ve written. And with the help of the univerisity and the iSchool we’re producing high-quality video of all the lectures. Our first lecture segment, which went up a week ago, has already been viewed 10,000 times. Reaching 160 students at the UW is a great opportunity for us; being able to reach 10,000 people around the world within a week is even better.
Breath
It really seemed to have struck a chord with people.
Talk about other media in class on this slide.
Carl takes over. Wait a minute. He just fed you a bunch of bullshit. Did anyone see it?
Chemistry’s involvement
Kinds of technologies: from biological (RNADNA, Sex) to cultural
Due in part to increases in the partial pressure of oxygen. Oxygen-producing bacteria and plants changed the rules for life. PAL=present atmospheric level.
Kinds of technologies: from biological (RNADNA, Sex) to cultural
The form of informationinfluences what we say and how it spreads.
The form of informationinfluences what we say and how it spreads.
Abbey Library of Saint Gallen (Switzerland)
https://openclipart.org/detail/272404/early-printing-pressFrom a drawing in 'The Illustrated History of England', Henry Dulcken, 1888.
IBM 3277 Display Terminal model 2, the original 3270
https://en.wikipedia.org/wiki/IBM_3270#/media/File:IBM_3277_Display.jpg
Not only is bullshit harder to refute, it spreads faster too.
What is with Veles, Macedonia? 55k people
Google’s ad sense rewarded them well financially
https://www.wired.com/2017/02/veles-macedonia-fake-news/
What can be done to fix this on FB? Verified users.
If they were Russia, how would they target.
Russian agents intending to sow discord among American citizens disseminated inflammatory posts that reached 126 million users on Facebook, published more than 131,000 messages on Twitter and uploaded over 1,000 videos to Google’s YouTube service, according to copies of prepared remarks from the companies that were obtained by The New York Times.
How does this compare to other countries? How many posts in total? 11 trillion in that same time period
Bending the information curve
https://www.nytimes.com/2017/10/30/technology/facebook-google-russia.html?smid=tw-share&_r=0
https://www.nytimes.com/2017/10/31/technology/how-to-fix-facebook-we-asked-9-experts.html?hp&action=click&pgtype=Homepage&clickSource=story-heading&module=first-column-region®ion=top-news&WT.nav=top-news
Total difference in the way that these approach accuracy, newsworthiness, etc. The latter appeal to our baser instincts, don’t care if it’s true once you’ve clicked.
A key point: not only do we not agree on the facts, we don’t agree on the procedures for arriving at the facts.
https://www.vox.com/policy-and-politics/2017/3/22/14762030/donald-trump-tribal-epistemology
Not only is bullshit harder to refute, it spreads faster too.
Not only is bullshit harder to refute, it spreads faster too.
Introduce Chris Oh and Lia Kazakova
Readings: we encourage to keep up with the readings. We have hand-selected these readings to enhance your classroom experience.
This will be a fun quarter. Thanks for attention and we will see you next week.