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AI, Insights and Info Pros
Mary Ellen Bates
BatesInfo.com
Sept. 22, 2020
BatesInfo.com
AI – it's here now!
AI in your phone
HDR mode photos combine the best of several shots
iPhones' FaceID authentication
Predictive text
2
BatesInfo.com
When I knew we were doomed
Your flight is scheduled to depart on
time but due to a delayed incoming
flight, there is a good chance it will be
delayed by at least 30 minutes.
Your flight is scheduled to depart on
time but due to a delayed incoming
flight, there is a good chance it will
be delayed by at least 30 minutes.
3
BatesInfo.com
AI is a toolbox
Machine translation
Text analysis
Robotics
Deep learning…
4
Computer vision
Facial recognition
Speech recognition
Pattern recognition
BatesInfo.com
AIweirdness.com
"Last week I trained a neural
net on 1000 candles, and
soon it was producing scents
like Frozen Styrofoam,
Volcanoes Comfort, Lemon
Lime Decay, and Friendly
Wetsuit."
5
BatesInfo.com
The 5 Principles of AI Weirdness
The danger of AI is not that it's too smart but that it's not smart
enough
AI has the approximate brainpower of a worm
AI does not really understand the problem you want to solve
AI will do exactly what you tell it to
AI will take the path of least resistance
6
BatesInfo.com
"AI is just math"
Meredith Broussard, Artificial Unintelligence (and
@ IL2019)
AI is only as smart as its algorithms and data
It's only solving identified problems
This is where info pros come in!
7
BatesInfo.com
We've already got AI in the library
Analyzing an image and assigning metatags
Powering a chatbot to answer directional
questions
Interacting with digital assistants to provide
better quick answers
8
BatesInfo.com
Our roles:
Building awareness of need for unbiassed data, neutral
algorithms, and explainable AI
Creating opportunities for collaboration across
disciplines
Creating an internal AI sandbox
9
BatesInfo.com
Our roles:
Identifying high-quality open datasets for ML
Licensing machine-actionable collections
Educating clients about database licenses
Building library staff skills in interdisciplinary
collaboration
10
BatesInfo.com
Why AI isn't going to take our jobs
AI can find unexpected patterns, but humans can:
Create new product
Design something a new way
Question why we do something
Respond to unrecognized needs
11
BatesInfo.com
Why AI isn't going to take our jobs
AI can’t empathize [yet]
AI can’t tell you the so-what?
AI can’t suss out the “question behind the question”
Info pros can stay two steps ahead
12
BatesInfo.com
But AI will take our jobs unless we:
See ourselves as collaborators in AI projects
Focus on providing answers, not just information
Provide high-touch personalized service
Make every deliverable as customized as possible
13
BatesInfo.com
But AI will take our jobs unless we:
Use high-value language to describe our services
Keep updating our info professional skills
Build our emotional intelligence – curiosity,
authenticity, empathy
Always wonder how to make ourselves (more)
irreplaceable
14
BatesInfo.com
“How can AI help do my work better?” is the
wrong question
Transformative tech doesn’t do what we do
better
It does something we can’t do
15
BatesInfo.com
AI will transform our work
Instead of information as a resource, we will
provide Information As A Service.
How can we transform the info we have (access
to) into new insights for clients?
16
BatesInfo.com
Librarians Can OWN
the AI Discussion
17
BatesInfo.com
Serve as AI interpreter and guide
Univ of Rhode Island Library’s AI Lab
(web.uri.edu/ai/)
AI workstations (with open source tools)
Curate open data sets
Host meet-ups, workshops and discussions
Curate online courses, journals, other resources
18
BatesInfo.com
Library AI concerns
Need to teach info literacy
Why do we trust Google more than Wikipedia?
Sometimes messy is good
How do we negotiate content licenses, partner
with info providers?
19
BatesInfo.com
Owning vs. licensing information
To clients, it's all the same: books, DVDs, ebooks,
open source content, licensed databases
IAOTWFF (It's all on the web for free)
Info pros must build awareness
20
BatesInfo.com
Library AI concerns
How do we evaluate and acquire OA content?
How can we leverage and share our special
collections?
Do we have the resources to digitize? Should we?
21
BatesInfo.com
Impact of AI on libraries
Do libraries have to hire data specialists?
Do we provide analysis or “just” the tools?
How do libraries keep staff AI-literate?
22
BatesInfo.com
Impact of AI on libraries
Will this change the library’s form and function?
Design for people to view the info?
Or design for AI to access the info on behalf of
humans?
Will users bring their own tools and access the digital
version of the library?
23
BatesInfo.com
No answers, just lots of
questions!
24
BatesInfo.com
Mary Ellen Bates
mbates@batesinfo.com
+1 303 772 7095
www.BatesInfo.com
LinkedIn: maryellenbates
Facebook: maryellenbates

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AI, Insight and Info Pros

  • 1. AI, Insights and Info Pros Mary Ellen Bates BatesInfo.com Sept. 22, 2020
  • 2. BatesInfo.com AI – it's here now! AI in your phone HDR mode photos combine the best of several shots iPhones' FaceID authentication Predictive text 2
  • 3. BatesInfo.com When I knew we were doomed Your flight is scheduled to depart on time but due to a delayed incoming flight, there is a good chance it will be delayed by at least 30 minutes. Your flight is scheduled to depart on time but due to a delayed incoming flight, there is a good chance it will be delayed by at least 30 minutes. 3
  • 4. BatesInfo.com AI is a toolbox Machine translation Text analysis Robotics Deep learning… 4 Computer vision Facial recognition Speech recognition Pattern recognition
  • 5. BatesInfo.com AIweirdness.com "Last week I trained a neural net on 1000 candles, and soon it was producing scents like Frozen Styrofoam, Volcanoes Comfort, Lemon Lime Decay, and Friendly Wetsuit." 5
  • 6. BatesInfo.com The 5 Principles of AI Weirdness The danger of AI is not that it's too smart but that it's not smart enough AI has the approximate brainpower of a worm AI does not really understand the problem you want to solve AI will do exactly what you tell it to AI will take the path of least resistance 6
  • 7. BatesInfo.com "AI is just math" Meredith Broussard, Artificial Unintelligence (and @ IL2019) AI is only as smart as its algorithms and data It's only solving identified problems This is where info pros come in! 7
  • 8. BatesInfo.com We've already got AI in the library Analyzing an image and assigning metatags Powering a chatbot to answer directional questions Interacting with digital assistants to provide better quick answers 8
  • 9. BatesInfo.com Our roles: Building awareness of need for unbiassed data, neutral algorithms, and explainable AI Creating opportunities for collaboration across disciplines Creating an internal AI sandbox 9
  • 10. BatesInfo.com Our roles: Identifying high-quality open datasets for ML Licensing machine-actionable collections Educating clients about database licenses Building library staff skills in interdisciplinary collaboration 10
  • 11. BatesInfo.com Why AI isn't going to take our jobs AI can find unexpected patterns, but humans can: Create new product Design something a new way Question why we do something Respond to unrecognized needs 11
  • 12. BatesInfo.com Why AI isn't going to take our jobs AI can’t empathize [yet] AI can’t tell you the so-what? AI can’t suss out the “question behind the question” Info pros can stay two steps ahead 12
  • 13. BatesInfo.com But AI will take our jobs unless we: See ourselves as collaborators in AI projects Focus on providing answers, not just information Provide high-touch personalized service Make every deliverable as customized as possible 13
  • 14. BatesInfo.com But AI will take our jobs unless we: Use high-value language to describe our services Keep updating our info professional skills Build our emotional intelligence – curiosity, authenticity, empathy Always wonder how to make ourselves (more) irreplaceable 14
  • 15. BatesInfo.com “How can AI help do my work better?” is the wrong question Transformative tech doesn’t do what we do better It does something we can’t do 15
  • 16. BatesInfo.com AI will transform our work Instead of information as a resource, we will provide Information As A Service. How can we transform the info we have (access to) into new insights for clients? 16
  • 18. BatesInfo.com Serve as AI interpreter and guide Univ of Rhode Island Library’s AI Lab (web.uri.edu/ai/) AI workstations (with open source tools) Curate open data sets Host meet-ups, workshops and discussions Curate online courses, journals, other resources 18
  • 19. BatesInfo.com Library AI concerns Need to teach info literacy Why do we trust Google more than Wikipedia? Sometimes messy is good How do we negotiate content licenses, partner with info providers? 19
  • 20. BatesInfo.com Owning vs. licensing information To clients, it's all the same: books, DVDs, ebooks, open source content, licensed databases IAOTWFF (It's all on the web for free) Info pros must build awareness 20
  • 21. BatesInfo.com Library AI concerns How do we evaluate and acquire OA content? How can we leverage and share our special collections? Do we have the resources to digitize? Should we? 21
  • 22. BatesInfo.com Impact of AI on libraries Do libraries have to hire data specialists? Do we provide analysis or “just” the tools? How do libraries keep staff AI-literate? 22
  • 23. BatesInfo.com Impact of AI on libraries Will this change the library’s form and function? Design for people to view the info? Or design for AI to access the info on behalf of humans? Will users bring their own tools and access the digital version of the library? 23
  • 24. BatesInfo.com No answers, just lots of questions! 24
  • 25. BatesInfo.com Mary Ellen Bates mbates@batesinfo.com +1 303 772 7095 www.BatesInfo.com LinkedIn: maryellenbates Facebook: maryellenbates