Wednesday, June 29, 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

How an Open Source Software builds AI policy

Srikanth by Srikanth
January 6, 2022
in Tech news
Reading Time: 4 mins read
How an Open Source Software builds AI policy
12
SHARES
151
VIEWS
Share on FacebookShare on Twitter

Firefox, the Apache web server, and Linux, the operating system that powers 86% of smartphones worldwide, are all examples of innovations born of open-source software. In addition, it led to a sense of continuous improvement for tools that can be shared, enhanced, and distributed collaboratively. AI and ML are becoming more prominent in the open-source community today. Is it likely to be as influential as AI and ML? AI policy is shaped by open-source software, but OSS is rarely discussed. Legislators need to consider OSS’s role in AI policy more actively.

What are the benefits of open-source AI policy for businesses?

As a result of open-source AI, companies have greater freedom in innovating with AI, as well as being able to leverage peers’ ideas for implementing a fresh scope business.

The result of a closed approach is stifled growth in AI applications. The approach doesn’t contribute to solving problems or improving products, nurturing AI talent, or inspiring trust in AI models. A community around open-source AI can accomplish these goals faster, with lower licensing fees and fewer barriers to success.

In addition to helping you develop empathy for your customers, an open-source AI community also offers you outreach to their community. Bringing a sense of community together is a way to balance the giant forces facing communities, small organizations, and even nations.

How does Open Source Software build AI policy?

Let’s explore how the OSS helps in modeling a strong AI policy across industries. 

AI Adoption speeds up with OSS

A reduction in the level of knowledge needed for using AI is how OSS enables and increases AI adoption. A data scientist can greatly benefit from an open-source alternative to equation implementation, as data scientists find it difficult and time-consuming to implement complex equations into code. Building popular open-source software carries prestige, as well as fostering skills and community feedback. The best OSS code (which is faster, more versatile, or better documented) often wins out among multiple versions of the same algorithm. 

AI biases are reduced through OSS

Private companies often operate in competitive markets and have time constraints for their data scientists and machine learning engineers. Developing models and creating products is important to do their jobs, but not necessarily as important as thoroughly examining models to determine bias. Research and journalism have done an admirable job of exposing the dangers of AI bias. Data scientists have a keen interest in developing ethical AI systems and are aware of these concerns. The open-source community is a great resource for data scientists who want to discover and mitigate the risks of machine learning.

AI Tools enhances the science with OSS

Scientists and developers usually work separately to generate better scientific research and tools. In most scientific fields, there is no way for a researcher to produce new knowledge and implement cutting-edge statistical methods simultaneously. OSS has always been valuable to science, regardless of machine learning’s modern revival. There is nothing unusual about whole OSS ecosystems growing around a single scientific endeavor. It should not be overlooked that scientific OSS is not a new phenomenon, nor is it advisable to let it give a false impression that proliferating OSS AI tools were inevitable.

Technology sector competition is helped and hindered by OSS AI

The policy implications of OSS extend to competition as well. It may seem on the surface that open-source code allows more market competition, but that’s not the case. As a result of openly releasing machine learning code, a much greater number of people can make use of it. There are likely to be many industries that benefit from this, and there will be less AI talent needed. While OSS AI tools can prevent some anti-competitive behavior by large technology companies, they are unlikely to stop the continued rise of their influence.

With that as evidence, research, ethics, and innovation are all impacted by open-source code. As AI’s source code is open-source, its governance objectives and challenges are certainly linked. AI policy makers can better understand the impact of OSS software in pursuit of just, inclusive development of artificial intelligence by involving more OSS AI developers. Who can ask the real scenario questions like – What does it feel like to have AI software entirely controlled by a corporation, but it’s open-source? What do governments need to do to grow the use of AI? In an OSS-powered world, what role should standards play? 

Share4Tweet3Share1Pin2

Related Posts

Ways Data Analysis has changed customer reward programs
Tech news

Ways Data Analysis has changed customer reward programs

Digital Learning face recognition
Tech news

Here’s why Deep Learning might not be enough for celebrity face recognition

VPS Helps Forex Trading
Tech news

Staying Safe When Trading on a Trading App

Mozilla launches Thinderbird for android
Tech news

Mozilla launches Thinderbird for android

Is Signal an alternative to Whatsapp?
Tech news

Is Signal an alternative to Whatsapp?

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Most Read

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

    How to Track Someone’s iPhone by Phone Number?

    285 shares
    Share 114 Tweet 71
  • Top 5 car automation trends to know

    122 shares
    Share 49 Tweet 31
  • What is windows modules installer ? How to Enable/Disable

    1231 shares
    Share 492 Tweet 308
  • Is Parody Coin investment a Good Investment?

    55 shares
    Share 22 Tweet 14
  • How to Track Activities an Instagram account?

    79 shares
    Share 32 Tweet 20
  • Tips to Reduce Your Website Hosting Costs

    868 shares
    Share 347 Tweet 217

Recent Stories

How Enterprise Blockchain can enable Privacy Preservation

How Enterprise Blockchain can enable Privacy Preservation
Share4Tweet3Share1Pin1

How to flip NFT’s

How to flip NFTs
Share4Tweet3Share1Pin1

Data Analytics startup USEReady launches a new centres

Data Analytics startup USEReady launches a new centres
Share5Tweet3Share1Pin2

What are the Advantages of an Electric Mountain Bike?

Releasing prototypes create waves in the electric bike industry
Share7Tweet5Share1Pin3
  • 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