AI can be used for social good. It's not as difficult as you might think. It could increase training and education of students and adults, reduce blight, improve policing, and more. There are many options. Let's take a look at some. Let's first define "social good."
Coherence
While it is true that social science often has to deal with coherence, the question about whether AI can help society should not be overlooked. Rohin Shah has noted that advanced AI tends to be goal-directed. This means it will select options that are best for society. This is because algorithms were designed to make optimal choices.
Consider the Assistantbot as an example. The AssistantBot's behavioral policy is to give out money for nothing. The Assistant-Bot would rather receive money than give it away, so prefers to get the former. It wants to stop the exchange of money for nothing. Its preferences can influence its behavior so it is crucial to alter them to improve coherence.
Transparency
AI transparency is an important issue in the AI to social good field. While AI transparency is crucial to the development of good AI tools, complete transparency can inhibit innovation. Companies may also want to maintain secrecy over their AI tools so that they can preserve their competitive advantage and prevent malicious actors from gaming their algorithms and destroying the business model. Companies may be interested in protecting their AI tools' trade secrets, such as Google's PageRank and Amazon's ML powered recommendation system.
AI transparency can help people show sincerity and compassion. Restaurant hosts can use AI to assist customers. They will be able distinguish real customers from AI assistants. Real people will also be given preferential treatment. This is vital in a world that's already hard enough. Let's all be compassionate even when AI is used to benefit the common good. Artificial intelligence's future will be determined by our ability to communicate and show compassion towards others.
Falsifiability
The future of human-computer interactions with AI relies on a false model of what a human is, and that model is racialized. However, the notion of "human" is far from obsolete. Artificial intelligence research and design must be more closely connected to the arts and humanities in order to promote social justice.
Two main challenges face the AI4SG community when it comes designing AI for social benefit. First, AI software must be influenced by human values. Good AI may not be able to correctly identify tumours. This can lead to criticism. IBM's oncology software failed to accurately identify cancer tumours. A case study with this software was rejected and rejected by medical professionals.
Trustworthiness
Although the benefits of AI in social good are still in its early stages, several recent studies suggest that they could have substantial positive impacts. ElementAI as well as Amnesty International demonstrated recently that AI could be used to monitor online abuse of females. Makerere University's research team developed a system that monitors the spread of viral cassava. It collaborated with Microsoft Research to create an electronic agricultural market in Uganda.
What makes an AI trustworthy, however? It should be as reliable and robust as other systems and processes. It should be available when needed and be able to produce consistent outputs even in the most unlikely situations. It must be robust and scale well, even as its impact increases. It must also fail in predictable ways so that humans can monitor its performance and inspect it. There are many important factors that help AI be trustworthy in social good.
FAQ
How does AI affect the workplace?
It will change our work habits. We can automate repetitive tasks, which will free up employees to spend their time on more valuable activities.
It will improve customer services and enable businesses to deliver better products.
It will enable us to forecast future trends and identify opportunities.
It will enable companies to gain a competitive disadvantage over their competitors.
Companies that fail AI adoption are likely to fall behind.
Are there any potential risks with AI?
You can be sure. They will always be. AI is seen as a threat to society. Others argue that AI has many benefits and is essential to improving quality of human life.
AI's potential misuse is the biggest concern. If AI becomes too powerful, it could lead to dangerous outcomes. This includes autonomous weapons, robot overlords, and other AI-powered devices.
AI could eventually replace jobs. Many fear that robots could replace the workforce. Others think artificial intelligence could let workers concentrate on other aspects.
Some economists even predict that automation will lead to higher productivity and lower unemployment.
Where did AI get its start?
In 1950, Alan Turing proposed a test to determine if intelligent machines could be created. He stated that a machine should be able to fool an individual into believing it is talking with another person.
The idea was later taken up by John McCarthy, who wrote an essay called "Can Machines Think?" McCarthy wrote an essay entitled "Can machines think?" in 1956. He described the problems facing AI researchers in this book and suggested possible solutions.
What does AI do?
An algorithm is a sequence of instructions that instructs a computer to solve a problem. An algorithm is a set of steps. Each step has an execution date. Each instruction is executed sequentially by the computer until all conditions have been met. This process repeats until the final result is achieved.
For example, suppose you want the square root for 5. If you wanted to find the square root of 5, you could write down every number from 1 through 10. Then calculate the square root and take the average. It's not practical. Instead, write the following formula.
sqrt(x) x^0.5
You will need to square the input and divide it by 2 before multiplying by 0.5.
The same principle is followed by a computer. It takes the input and divides it. Then, it multiplies that number by 0.5. Finally, it outputs its answer.
What is the role of AI?
It is important to have a basic understanding of computing principles before you can understand how AI works.
Computers store data in memory. Computers process data based on code-written programs. The code tells a computer what to do next.
An algorithm is a sequence of instructions that instructs the computer to do a particular task. These algorithms are usually written as code.
An algorithm can be thought of as a recipe. A recipe could contain ingredients and steps. Each step can be considered a separate instruction. A step might be "add water to a pot" or "heat the pan until boiling."
Statistics
- While all of it is still what seems like a far way off, the future of this technology presents a Catch-22, able to solve the world's problems and likely to power all the A.I. systems on earth, but also incredibly dangerous in the wrong hands. (forbes.com)
- Additionally, keeping in mind the current crisis, the AI is designed in a manner where it reduces the carbon footprint by 20-40%. (analyticsinsight.net)
- A 2021 Pew Research survey revealed that 37 percent of respondents who are more concerned than excited about AI had concerns including job loss, privacy, and AI's potential to “surpass human skills.” (builtin.com)
- In the first half of 2017, the company discovered and banned 300,000 terrorist-linked accounts, 95 percent of which were found by non-human, artificially intelligent machines. (builtin.com)
- The company's AI team trained an image recognition model to 85 percent accuracy using billions of public Instagram photos tagged with hashtags. (builtin.com)
External Links
How To
How to set Cortana's daily briefing up
Cortana in Windows 10 is a digital assistant. It helps users quickly find answers, keep them updated, and help them get the most out of their devices.
To make your daily life easier, you can set up a daily summary to provide you with relevant information at any moment. This information could include news, weather reports, stock prices and traffic reports. You have control over the frequency and type of information that you receive.
Win + I will open Cortana. Click on "Settings" and select "Daily Briefings". Scroll down until you can see the option of enabling or disabling the daily briefing feature.
If you have already enabled the daily briefing feature, here's how to customize it:
1. Open the Cortana app.
2. Scroll down to section "My Day".
3. Click the arrow near "Customize My Day."
4. Choose which type you would prefer to receive each and every day.
5. Change the frequency of updates.
6. Add or remove items to your list.
7. Save the changes.
8. Close the app