What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
●
●
AI
HC + AI
What is Human Centered AI
Berengueres
AI risk factors today
What is Human Centered AI
Berengueres
model
explainability
black box
model
AI risk factors today
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AI
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
Examples
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
AMZN HR
filter snaffu1
●
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
MSFT racist
twitter bot2
●
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
●
AI
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
●
AI
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
●
AI
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
●
AI
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
●
AI
AI + HC
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
●
AI
AI + HC
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
●
AI
AI + HC
1/ Traditional UX designer has no AI skills
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
●
AI
AI + HC
1/ Traditional UX designer has no AI skills
2/ AI expert has no Ux skills
What is Human Centered AI
Berengueres
model
explainability
black box
model
Ethical AIBiased AI
●
AI
AI + HC
1/ Traditional UX designer has no AI skills
2/ AI expert has no Ux skills
3/ A new breed of tools and methods
are needed,
Sketch for AI design
Adobe for AI design
lean UX for AI desing
Invision for AI desing?
Compliance for AI design?
alternatively
AutoML for AI desing,
SciLearn for AI desing,
Design Thinking for AI design?
What is Human Centered AI
Berengueres

What is human centered design berengueres

  • 1.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI ● ● AI HC + AI
  • 2.
    What is HumanCentered AI Berengueres AI risk factors today
  • 3.
    What is HumanCentered AI Berengueres model explainability black box model AI risk factors today
  • 4.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AI
  • 5.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI
  • 6.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI Examples
  • 7.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI AMZN HR filter snaffu1 ●
  • 8.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI MSFT racist twitter bot2 ●
  • 9.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI
  • 10.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI ● AI
  • 11.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI ● AI
  • 12.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI ● AI
  • 13.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI ● AI
  • 14.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI ● AI AI + HC
  • 15.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI ● AI AI + HC
  • 16.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI ● AI AI + HC 1/ Traditional UX designer has no AI skills
  • 17.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI ● AI AI + HC 1/ Traditional UX designer has no AI skills 2/ AI expert has no Ux skills
  • 18.
    What is HumanCentered AI Berengueres model explainability black box model Ethical AIBiased AI ● AI AI + HC 1/ Traditional UX designer has no AI skills 2/ AI expert has no Ux skills 3/ A new breed of tools and methods are needed, Sketch for AI design Adobe for AI design lean UX for AI desing Invision for AI desing? Compliance for AI design? alternatively AutoML for AI desing, SciLearn for AI desing, Design Thinking for AI design?
  • 19.
    What is HumanCentered AI Berengueres