Saturday, July 2, 2022
Techiexpert.com
No Result
View All Result
  • Login
  • Register
Exclusive Videos
  • Tech news
  • Startup news
  • Artificial Intelligence
  • IOT
  • Big Data
  • Cloud
  • Data Analytics
  • Machine Learning
  • Blockchain
  • Social Media
  • Tech news
  • Startup news
  • Artificial Intelligence
  • IOT
  • Big Data
  • Cloud
  • Data Analytics
  • Machine Learning
  • Blockchain
  • Social Media
No Result
View All Result
TechiExpert
No Result
View All Result

Peering inside an AI’s brain will help us trust its decisions

Srikanth by Srikanth
March 14, 2019
in Artificial Intelligence
Reading Time: 3 mins read
Peering inside an AI’s brain will help us trust its decisions1
11
SHARES
150
VIEWS
Share on FacebookShare on Twitter

AI is no longer the future—it’s now here in our living rooms and cars and, often, our pockets. As the technology has continued to expand its role in our lives, an important question has emerged: What level of trust can—and should—we place in these AI systems?

As AI systems become more functional and widespread, a large segment of the public has been slow to trust the tech. A highly publicized study last year called the ethics of self-driving cars into question, concluding that most people wouldn’t want to ride in the cars because they don’t trust the systems making the decisions. Artificial intelligence doesn’t make decisions in the same way that humans do. Even the best image recognition algorithms can be tricked into seeing a robin or cheetah in images that are just white noise.

The biggest issue behind the lack of trust is that programmers cede some aspects of control with automated learning as the neural networks train themselves, making them a so-called “black box” — in other words, they’re tough to understand. Rather than being programmed for specific responses to commands, there’s a potential that the system could act in ways no one can predict when asked to make a choice.Peering inside an AI’s brain will help us trust its decisions

So Grimm and his colleagues created a system that analyses an AI to show which part of an image it is focusing on when it decides what the image is depicting. Similarly, for a document-sorting algorithm, the system highlights which words the algorithm used to decide which category a particular document should belong to.

As AI becomes more pervasive, so too has the concern over how we can trust that it reflects human values. An example that gets cited frequently to show how difficult this can be is the moral decision an autonomous car might have to make to avoid a collision.

Horse’s head

For example, when looking at images of horses, Grimm’s analysis showed that the AI first paid close attention to the legs and then searched the image for where it thought a head might be – anticipating that the horse may be facing in different directions. The AI took a similar approach with images containing deer, but in those cases it specifically searched for antlers. The AI almost completely ignored parts of an image that it decided didn’t contain information that would help with categorisation.

Grimm and his colleagues also analysed an AI trained to play the video game Pong. They found that it ignored almost all of the screen and instead paid close attention to the two narrow columns along which the paddles moved. The AI paid so little attention to some areas that moving the paddle away from its expected location fooled it into thinking it was looking at the ball and not the paddle.

Grimm thinks that his tool could help people work out how AIs make their decisions. For example, it could be used to look at algorithms that detect cancer cells in lung scans, making sure that they don’t accidentally come up with the right answers by looking at the wrong bit of the image. “You could see if it’s not paying attention to the right things,” he says.

But first Grimm wants to use his tool to help AIs learn. By telling when an AI is not paying attention, it would let AI trainers direct their software towards relevant bits of information.

Share4Tweet3Share1Pin1

Related Posts

Top AIOps trends for 2022
Artificial Intelligence

Top AIOps trends for 2022

Top 5 car automation trends to know
Artificial Intelligence

Top 5 car automation trends to know

How to move towards AI 2.0 development?
Artificial Intelligence

How to move towards AI 2.0 development?

How will AI regulations rule 2022
Artificial Intelligence

How will AI regulations rule 2022

How AI and Machine Learning trained to work in Paraphrasing tool
Artificial Intelligence

How AI and Machine Learning trained to work in Paraphrasing tool

Most Read

  • How to Track Someone’s iPhone by Phone Number?

    How to Track Someone’s iPhone by Phone Number?

    426 shares
    Share 170 Tweet 107
  • Top 5 car automation trends to know

    220 shares
    Share 88 Tweet 55
  • Is Parody Coin investment a Good Investment?

    85 shares
    Share 34 Tweet 21
  • What is windows modules installer ? How to Enable/Disable

    1241 shares
    Share 496 Tweet 310
  • Tips to Reduce Your Website Hosting Costs

    877 shares
    Share 350 Tweet 219
  • How to Track Activities an Instagram account?

    85 shares
    Share 34 Tweet 21

Recent Stories

Doing Cleanup: 5 Types of Links You Should Disavow

Backlinks
Share4Tweet2Share1Pin1

Telemedicine or e-medicine: What is it?

Telemedicine Business
Share5Tweet3Share1Pin1

Hyperlocal marketplace Urvann raises Rs. 3 Cr in Seed Round led by IPV

Hyperlocal marketplace Urvann raises Rs. 3 Cr in Seed Round led by IPV
Share5Tweet3Share1Pin1

Does domain extensions impact SEO standards

Does domain extension impact SEO standards
Share4Tweet3Share1Pin2
  • Terms of use
  • Privacy Policy
  • About Us
  • Contact us
  • Write For Us
  • Cookie Policy

© 2022 All Rights Reserved

No Result
View All Result
  • Tech news
  • Startup news
  • Artificial Intelligence
  • IOT
  • Big Data
  • Cloud
  • Data Analytics
  • Machine Learning
  • Blockchain
  • Social Media

© 2022 All Rights Reserved

Welcome Back!

Login to your account below

Forgotten Password? Sign Up

Create New Account!

Fill the forms below to register

All fields are required. Log In

Retrieve your password

Please enter your username or email address to reset your password.

Log In
Cookie Law Notice
This website uses cookies to improve your experience. We'll assume you're ok with this, but you can opt-out if you wish. Cookie settingsACCEPT
Privacy & Cookies Policy

Privacy Overview

This website uses cookies to improve your experience while you navigate through the website. Out of these cookies, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities of the website. We also use third-party cookies that help us analyze and understand how you use this website. These cookies will be stored in your browser only with your consent. You also have the option to opt-out of these cookies. But opting out of some of these cookies may have an effect on your browsing experience.
Necessary
Always Enabled
Necessary cookies are absolutely essential for the website to function properly. This category only includes cookies that ensures basic functionalities and security features of the website. These cookies do not store any personal information.
Functional
Functional cookies help to perform certain functionalities like sharing the content of the website on social media platforms, collect feedbacks, and other third-party features.
Performance
Performance cookies are used to understand and analyze the key performance indexes of the website which helps in delivering a better user experience for the visitors.
Analytics
Analytical cookies are used to understand how visitors interact with the website. These cookies help provide information on metrics the number of visitors, bounce rate, traffic source, etc.
Advertisement
Advertisement cookies are used to provide visitors with relevant ads and marketing campaigns. These cookies track visitors across websites and collect information to provide customized ads.
Others
Other uncategorized cookies are those that are being analyzed and have not been classified into a category as yet.
SAVE & ACCEPT