Interactional
Configurations

Innovating AI Governance: From Principles to Practice

Five Problems, Five Teams

BigPlex

BigPlex

Immi-
gration

PanPlat

Cert
Mark

MoFo

Could we develop a generic "audit layer" for AI/ML models so that fairness and ethical compliance could be verified via an API?
What sort of data governance would let an organization committed to movement building around a healthy internet and trustworthy AI better leverage data its members are willing to share with it?
What kind of governance institution would facilitate the effective and fair use of AI/ML in the immigration space?
Could we develop a generic certification mark that would be useful across a wide variety of applications to satisfy consumers, regulators, and activists of AI/ML tools' ethical quality?
What kind of "governance in a box" might a philanthropic supporter of a data aggregation platform provide to grantees to facilitate acceptable and secure data sharing?

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

ABOUT THE WORKSHOP

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

FORMING THE BAND

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

EXERCISE INSTRUCTIONS

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

ORGANIZATIONAL EMPATHY PT I

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

SEND OFF INSTRUCTIONS

Preworkshop Exercise(s) - Asynchronous

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Stakeholder Empathy Part II

10min

20min

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

GOVERNANCE MIND STRETCHING

10min

20min

Workshop Day One

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

WELCOME

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

ABOUT THE WORKSHOP

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

EXERCISE INSTRUCTIONS

INTRODUCE THE BAND

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

EXERCISE INSTRUCTIONS

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

ANALOGIZING

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

EXERCISE INSTRUCTIONS

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

EXTRACTING INSIGHTS

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

EMISSARIES

Workshop Day 2

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

INSTRUCTIONS/ RECAP

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

SHARE INSIGHTS - 5x5

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

EXERCISE INSTRUCTIONS

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

INSIGHTS TO IDEAS

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

EXERCISE INSTRUCTIONS

EXAMPLE SLIDES

Heads Down Work

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

Climate

Climate

Climate

Immigration

Cities

Cities

Cities

BigPlex

Pandemic Platform

Global Certification Mark

Mo Fo

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

pitch      catch
pitch      catch
pitch      catch
pitch      catch
pitch      catch

Pitch &
CATCH

10min

20min

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

pitch      catch
pitch      catch
pitch      catch
pitch      catch
pitch      catch

01

02

03

04

05

06

07

08

09

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

SRI+

SRI+

SRI+

SRI+

SRI+

SRI+

SRI+

SRI+

SRI+

SRI+

SRI+

SRI+

SRI+

SRI+

SRI+

pitch      catch
pitch      catch
pitch      catch
pitch      catch
pitch      catch

PITCH
THIS ITERATION
CATCH
with ITERATION FORWARD FEEDBACK

10min

20min