Weitere ähnliche Inhalte Kürzlich hochgeladen (20) Be More Human - DevTalks Romania 20191. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
BE MORE HUMAN
DEVTALKS ROMANIA, MAY 2019
@JOCKBU
JOCK BUSUTTIL
PRODUCT PEOPLE LIMITED
2. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Once upon
a time ...
@JOCKBU
3. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
The Entry of the Animals into Noah's Ark – Brueghel / The J. Paul Getty Museum
4. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Nimrod and his Companions Venerating Fire – Unknown / The J. Paul Getty Museum
5. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Astrakan Images / Getty Images
6. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit:Romain Thiery
7. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
8. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
The Harvesters – Bruegel / Rogers Fund, 1919
9. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Prometheus Carrying Fire – Cossiers
10. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Gilmanshin
11. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Prometheus – Rombouts / KMSK Brussel
12. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
So no real
winners, then
@JOCKBU
13. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Apple
14. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Engadget /AOL
15. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
16. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
17. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Anonymous
18. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Legendary / Industrial Light and Magic
19. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: DitchtheLabel.org / YouTube
20. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Shutterstock
21. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
These are all
defences
@JOCKBU
22. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Bigstock
23. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: iStockphoto/Getty Images
24. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
We crave human
interaction, but need
psychological safety
@JOCKBU
25. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Psychological safety
When you feel safe in front of
your team to:
@JOCKBU
make mistakes
take risks
speak your mind
be creative
be vulnerable
be curious
26. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
So we find a safer
way to have ‘human’
interactions
@JOCKBU
27. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: My Classic Car Garage
28. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Amazon
29. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
30. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
31. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
No vendetta,
no agenda
@JOCKBU
32. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Orion Pictures
33. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Microsoft
34. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Nick Bostrom / TED
35. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Picture credit: Frank Lantz
36. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
37. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
An AI is only as
good as the task it
is given
@JOCKBU
38. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
We’re the ones
responsible for
setting the AI its
task
@JOCKBU
39. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Microsoft / Twitter
41. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Josh Ritchie / ProPublica
MORE LIKELY TO
COMMIT A CRIME?
LESS LIKELY TO
COMMIT A CRIME?
WRONG WRONG
42. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
A machine will adopt
the biases of its
training data
@JOCKBU
43. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
We’re responsible
for training our
machines
@JOCKBU
44. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
45. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Jock Busuttil / GDS
46. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
We also have to
anticipate abuses
of our products
@JOCKBU
47. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: TechCrunch / Waymo
48. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Geofenced Firearms /Facebook
49. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Ethical product
management
@JOCKBU
50. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Target
51. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PLCOPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Jock Busuttil
52. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL @JOCKBU
Photo credit: Google
53. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
5 ways to think
more ethically
@JOCKBU
54. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Do no harm
@JOCKBU
#
1
55. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Protect user
privacy
@JOCKBU
#
2
56. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Keep things
secure
@JOCKBU
#
3
57. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Get informed
consent
@JOCKBU
#
4
58. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Keep data for
minimum time
@JOCKBU
#
5
59. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Your challenges
@JOCKBU
60. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Psychological
safety
@JOCKBU
61. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Responsible
machine learning
@JOCKBU
62. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Successful AND
ethical products
@JOCKBU
63. COPYRIGHT © 2012–2019 PRODUCT PEOPLE LIMITED ● IMANAGEPRODUCTS.UK ● PRODUCTPEO.PL
Be more human
@JOCKBU