MathsGee Answers is Zero-Rated (You do not need data to access) on: Telkom | Dimension Data | Rain | MWEB
First time here? Checkout the FAQs!

To add value to MathsGee Answers, you can now support those users that are helping you with their answers, questions, votes and comments. Simply click on their name and DONATE an amount to say "Thank you"

Network: Global | Joburg Libraries | MOOCs | StartUpTribe | Zim Invest | Donate

MathsGee is Zero-Rated (You do not need data to access) on: Telkom |Dimension Data | Rain | MWEB

0 like 0 dislike
What is the importance of Responsible AI?
in Data Science by Diamond (64,350 points) | 42 views

1 Answer

0 like 0 dislike
Best answer

The last few years have brought to light many failed cases of companies deploying AI without adequately considering or analyzing the risk of their models. In order to mitigate the risks of models overfitting, perpetuating historical human bias, or failing to adapt to data drift (among others), AI deployers should consider our core themes of Responsible AI:

  • Explainable AI (XAI): The ability to explain a model after it has been developed
  • Interpretable Machine Learning: Transparent model architectures and increasing how intuitive and understandable ML models can be
  • Ethical AI: Sociological fairness in machine learning predictions (i.e., whether one category of person is being weighted unequally)
  • Secure AI: Debugging and deploying ML models with similar counter-measures against insider and cyber threats as would be seen in traditional software
  • Human-Centered AI: User interactions with AI and ML systems
  • Compliance: Making sure your AI systems meet the relevant regulatory requirements whether that’s with GDPR, CCPA, FCRA, ECOA or other regulations
by Diamond (64,350 points)

Related questions

0 like 0 dislike
0 answers
asked Sep 6, 2020 in Mathematics by MathsGee Diamond (64,350 points) | 20 views
0 like 0 dislike
1 answer
0 like 0 dislike
1 answer
asked Sep 6, 2020 in Data Science by MathsGee Diamond (64,350 points) | 23 views
1 like 0 dislike
0 answers
1 like 0 dislike
1 answer
asked Sep 6, 2020 in Mathematics by MathsGee Diamond (64,350 points) | 65 views
Quick search syntax
tags tag:apple
author user:martin
title title:apple
content content:apple
exclude -tag:apple
force match +apple
views views:100
score score:10
answers answers:2
is accepted isaccepted:true
is closed isclosed:true

MathsGee Answers is a global, STEM-focused Q&A platform where you can ask people from all over the world educational questions for improved outcomes.

MathsGee Supporting City of Joburg

Registered Members Online
MathsGee Tools

Math Worksheet Generator

Math Algebra Solver

Trigonometry Simulations

Vectors Simulations

Matrix Arithmetic Simulations

Matrix Transformations Simulations

Quadratic Equations Simulations

Probability & Statistics Simulations

PHET Simulations

Visual Statistics

Interactive Courseware

ZeroEd Search Engine

Article Rewriter Tool

Word Counter Tool

Other Tools

Big Blue Button | STEM Gender Equality | ZOOM | Slack | eBook