Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Please stop building killer robots - PhxMobi 2020

Please stop building killer robots - PhxMobi 2020

AI & ML are the future of all technology. But it’s not new and that history (plus popular culture) has taught us to be skeptical of how AI will negatively impact humanity. Killer robots are a pretty popular theme in science fiction after all.

I’ll share my experience living as an imperfect human and how AI is making me better. I’ll also cover case studies of AI in healthcare, job placement, and elsewhere that augment task people do. After this talk, you will start seeing AI applications that already exist and learn to identify opportunities to create AI/ML solutions to improve humans’ relationship with technology.

Bryce Howitson

November 14, 2020
Tweet

More Decks by Bryce Howitson

Other Decks in Technology

Transcript

  1. Stop Building Killer Robots! Please @ h ow i t

    s o n # p h x m o b i # N o Ki l l e r R o b o t s
  2. Story Time @ h ow i t s o n

    # p h x m o b i # N o Ki l l e r R o b o t s
  3. @ h ow i t s o n

  4. @ h ow i t s o n # p

    h x m o b i # N o Ki l l e r R o b o t s
  5. Bryce Howitson @ h ow i t s o n

    # p h x m o b i # N o Ki l l e r R o b o t s
  6. In 50 years Ai will_____________

  7. fear @ h ow i t s o n #

    p h x m o b i # N o Ki l l e r R o b o t s
  8. 70% 90% 18% Infringe their privacy Destroy a majority of

    jobs Responsible for human extinction event @ h ow i t s o n # p h x m o b i # N o Ki l l e r R o b o t s
  9. None
  10. None
  11. None
  12. None
  13. None
  14. How to be a Good Employee Robots Humans Get’s Sick

    Get’s Tired Get’s Bored Is Illogical Self Aware
  15. goodbye @ h ow i t s o n #

    p h x m o b i # N o Ki l l e r R o b o t s
  16. None
  17. None
  18. hope @ h ow i t s o n #

    p h x m o b i # N o Ki l l e r R o b o t s
  19. 79% of digital tools @ h ow i t s

    o n # p h x m o b i # N o Ki l l e r R o b o t s
  20. None
  21. None
  22. None
  23. I am so smrt

  24. None
  25. Guard Rails > Decisions Symbiotic relationships with machines @ h

    ow i t s o n # p h x m o b i # N o Ki l l e r R o b o t s
  26. ‣ Keep us safe ‣ Make us more accurate ‣

    Improve job satisfaction ‣ Increase reputations ‣ Be more efficient Improving humans M A N & M A C H I N E @ h ow i t s o n # p h x m o b i # N o Ki l l e r R o b o t s
  27. examples @ h ow i t s o n #

    p h x m o b i # N o Ki l l e r R o b o t s
  28. Radiology The obvious use case @ h ow i t

    s o n # p h x m o b i # N o Ki l l e r R o b o t s
  29. “You know, the role of the radiologist should be obsolete

    in the next five years.” CTO of large health system
  30. None
  31. 10% 90% 70% 0% There are 1,200 images in this

    study. I’ve marked a few with oddities as a place to start.
  32. The last 9 times you encountered a feature like this

    you marked it cancerous Review it I’m sure
  33. Approved algorithm suggests follow-up in 6 months for nodules smaller

    than 23mm. However, the American Lung Association suggests 1 month follow-up imaging for nodules 18mm and larger*. N O D U L E I D E N T I F I E D 1 9 m m * I’m NOT a doctor at all. I made these numbers up!
  34. Healthcare Communication Power of connection

  35. ~200 Dr. Lee 25, 000 care providers

  36. To: No commonalities Match: 10% Dr. Lee #1 Complementary role,

    off rotation Match: 10% Dr. Lee #2 Both billed patient, off rotation Match: 30% Dr. Lee #3 Complementary role, Both billed patient. Outside office hours Match: 60% Dr. Lee #4 Both billed patient, On call near patient’s bed Match: 80% Dr. Lee #5 Both billed patient, Signed lab results, On rotation Match: 65% Dr. Lee #6
  37. Insurance pre-authorization Knee replacements cost $50k in America

  38. This is a TKR procedure. Most payers require submission of

    imaging but you didn’t include any. A L E RT: M I S S I N G I M AG I N G ! I found some recent imaging. Would you like to include these?
  39. Recruiting Can you fog a mirror?

  40. I scanned Bryce’s LinkedIn here’re a few take aways: B

    RYC E H OWI TS O N ‣ 20 years of roles with title including “designer” ‣ 90% of orgs have fewer than 100 people ‣ 9 of 13 roles mention “story telling” ‣ 5 roles related to “healthcare” ‣ Skills “UX”, “Design”, “Wireframes”, "front- end dev” associated with 75% of roles N U R S I N G R O L E 0% match
  41. Questions? @ h ow i t s o n #

    p h x m o b i # N o Ki l l e r R o b o t s
  42. Ponder @ h ow i t s o n #

    p h x m o b i # N o Ki l l e r R o b o t s
  43. Decrease bot fear G O A L S - Over

    a century of Sci-Fi sets a precedent and creates fear. - Humans make laws when things scare them. PA RT N E R S H I P S L E T EVE RYO N E WI N
  44. Focus on tools G O A L S - Don’t

    be a bot. Empathize with the human behind the job. - Find ways to make them better. B E T T E R , FA ST E R , S M A RT E R , ST R O N G E R
  45. thanks @ h ow i t s o n #

    p h x m o b i # N o Ki l l e r R o b o t s