defragging truth
TRANSCRIPT
![Page 1: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/1.jpg)
![Page 2: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/2.jpg)
![Page 3: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/3.jpg)
![Page 4: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/4.jpg)
“the … perception has emerged that ours is a particularly dark time for
political ‘truth.’ It isn’t. Throughout history, presidential campaigns have
been consistently dishonest.” Michael Moynihan, The Daily Beast
![Page 5: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/5.jpg)
“The Zionist regime's establishment was
based on numerous deceptions and lies and
one of the biggest lies was the Holocaust.”
- Mahmoud Ahmadinejad
![Page 6: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/6.jpg)
The vast majority of facts we know about the world, we know through what other
people tell us.
![Page 7: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/7.jpg)
For example:
• Abraham Lincoln was President • Admedinejad actually said that • Admedinejad is President of Iran • The Nazis killed six million Jews
![Page 8: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/8.jpg)
How do we know whether “testimony” is
true?
![Page 9: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/9.jpg)
![Page 10: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/10.jpg)
References
Journalists
Experts
Authoritative Sources
![Page 11: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/11.jpg)
Event
Source
You
Opaque testimonial
chain
Trust
![Page 12: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/12.jpg)
“Several articles I wrote or co-wrote were based on this faulty intelligence, and in May 2004, The Times concluded in an editors' note that its coverage should have reflected greater editorial and reportorial skepticism.”
“It’s now common knowledge that [Snopes is] owned by an ultra-liberal San Francisco Bay area couple, but until now only a handful of people knew they were bankrolled by George Soros, one of Obama’s primary financial supporters.”
Judith Miller
“‘ News
reporting’ from
well-established
news outlets is
generally
considered to be
reliable for
statements of
fact.”
‘test’
![Page 13: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/13.jpg)
![Page 14: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/14.jpg)
“Networks of knowledge on the Net have no shape because the Net has no outer edge. Besides, it doesn’t stay still long enough.” - David Weinberger, Too Big to Know
![Page 15: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/15.jpg)
I disagree.
Knowledge has a shape, and it is
extremely rich and interesting.
![Page 16: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/16.jpg)
Event Evidence
Witness
Witness
* Analyst
Evidence
Memory
Documentation
Testimony
Perception
![Page 17: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/17.jpg)
Attention
Distortion
Failure Modes of Perception
Interpretation
![Page 18: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/18.jpg)
Forgetting
Failure Modes of Memory
Confusion
Confabulation
Encoding
![Page 19: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/19.jpg)
Objectivity
Competence
Sincerity
Failure Modes of Testimony
![Page 20: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/20.jpg)
Event
Witness
Witness
* Analyst Reporter
98%
90%
80% 95%
After analysis of the failure modes, we could assign confidence levels to each step. All of the steps need to transmit the truth, so we multiply to get the overall confidence in the chain.
.98 x .90 x .80 x .95 = .67
![Page 21: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/21.jpg)
Event Analyst Reporter
If we have multiple independent confirming sources, we increase our confidence.
(1-.8) x (1-.2) x (1-.95) = .008 [99.2% confidence]
Reporter
Reporter
95%
20%
80%
![Page 22: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/22.jpg)
Collaborative
Synoptic
Correlative
Failure Modes of Independence
![Page 23: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/23.jpg)
![Page 24: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/24.jpg)
Google Search Showed coverage of this in:
Forbes Esquire
Huffington Post International Business Times
RawStory MSN Now
and dozens of others
![Page 25: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/25.jpg)
So it’s probably true: Independent, trusted
sources. Right?
But there was one problem.
![Page 26: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/26.jpg)
All of these articles were based on a single
blog post on MSNBC
![Page 27: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/27.jpg)
And all it said about credit cards is:
“Aides taking cabs home late that night got
rude awakenings when they found the credit cards linked to the campaign no longer worked. ‘Fiscally conservative,’
sighed one aide the next day.”
![Page 28: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/28.jpg)
Event
Analyst
Reporter
*
Reporter
Reporter Witness
Reporter
Reporter
Reporter
Synoptic Failure
![Page 29: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/29.jpg)
Event
Analyst
Reporter
*
Reporter
Reporter Witness
Reporter
Reporter
Reporter
Synoptic Failure
![Page 30: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/30.jpg)
• Garrett Haake, reporter for MSNBC • Embedded with Romney campaign • Nominated for four Emmys • Makes one biased comment in article • MSNBC body of work: generally biased • No named source attributed • Suggests more than justified by known facts • And I tweeted him for good measure
Evaluating the Witness / Reporter
![Page 31: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/31.jpg)
Quality
Context
Genuineness
Failure Modes of Documentation
![Page 32: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/32.jpg)
It has structure. It mostly exists
online.
Could it be partly automated?
![Page 33: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/33.jpg)
![Page 34: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/34.jpg)
“Take no one’s word for it.”
![Page 35: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/35.jpg)
“Take no one’s word for it.”
![Page 36: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/36.jpg)
Credulous Trusting Skeptical Paranoid
How much it matters
![Page 37: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/37.jpg)
When evaluating claims: • Find multiple, independent testimony chains
– Evaluate the independence –Use Google, not just links
• Evaluate the quality of each chain, at each step • Get as close as possible to the original event,
including looking for original documentation
What we should insist on: • Writers state and link to all their sources! • Digitize and post original documentation!
Join the Truth Brigade!
![Page 38: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/38.jpg)
If you repeat what you hear
from liars, fools, and clowns,
what does that make you?
![Page 39: Defragging truth](https://reader035.vdocument.in/reader035/viewer/2022070520/58f24dc51a28abbb688b457d/html5/thumbnails/39.jpg)
• Seth Herd (CU Boulder)
• Blur: How to Know What’s True in the Age of Information Overload (Kovach, Rosenstiel)
• Too Big To Know (Weinberger)
• Testimony and Epistemic Authority (Fricker)
• Pathologies of Testimony (Coady)
Acknowledgements and References