science homework ai

A Simple, Fast, and Intelligent AI Homework Helper

HomeworkAI Is The Ultimate AI Homework Helper You Need

Struggling with piles of homework and tricky assignments? Let HomeworkAI help you out! Our smart AI homework helper delivers detailed, step-by-step solutions, transforming study sessions into smooth sailing.

Covering all subjects, from complex calculus to intricate biology, our homework AI is here to ease the stress and boost your grades. Say hello to effortless learning and wave goodbye to study blues with HomeworkAI!

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Description: This is how to unlock comprehensive answers and master your studies with our homework AI, in a fast, accurate, and educational fashion.

Upload Your Assignment - Simply upload images, text files, or type your question to get started.

AI Processing - Our advanced AI homework helper will process your assignment and provide detailed, accurate solutions.

Learn & Understand - Review the step-by-step guidance to improve your knowledge and complete your homework with confidence.

Gain Academic Advantages From HomeworkAI's Top Features

Instant Solutions

Quick, clear-cut answers are just a click away with an instant AI homework helper—skip the headache and let our homework AI do the heavy lifting for you.

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Count on Homework AI for spot-on answers. Our advanced AI algorithm digs deep into a vast knowledge base to ensure you get the most accurate solutions every time.

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Whatever the subject, our intelligent AI homework helper has you covered. Get expert help from algebra equations to zoological classifications with ease.

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Our Homework AI Can Help You With All Subjects !

Turn to HomeworkAI for tailored homework and assignment assistance in every subject of your choice.

Mathematics

Solve complex equations and tackle calculus challenges with our AI-powered homework helper that turns numbers into knowledge.

From cellular structures to ecosystem dynamics, easily manage your biology assignments with clear, detailed explanations.

Balance chemical equations and understand reaction mechanisms with a quick online problem solver that simplifies the periodic table.

Analyze literary themes and decipher figurative language with insights that breathe new life into classic texts.

Connect historical dots with ease, as HomeworkAI helps you interpret events and understand their lasting impacts.

Discover Success Stories with Our Homework AI

Ever since using HomeworkAI for my math homework, studying has been way less stressful, and I can say that I'm enjoying math now. My grades are up and I actually get the hang of algebra now!

- Priya K., University Sophomore

I was dreading chemistry all semester, but HomeworkAI totally turned that around. I'm now breaking down reactions and acing quizzes with confidence. The step-by-step solutions it provides are a lifesaver for someone like me! Totally recommended. 

- Marcus D., High School Junior

HomeworkAI made sense of all those crazy bio terms I could never remember. HomeworkAI’s explanations have made it manageable. My test scores are also much better, and I'm not a bundle of nerves anymore!

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No more panicking over biology assignments with this AI homework helper!! Nailed my biology midterm, all thanks to HomeworkAI! It's like having a tutor in my pocket, ready to help with homework anytime, day or night.

- Carlos M., High School Senior

Why HomeworkAI Is Your Go-To AI Homework Helper ?

What types of files can i upload to homeworkai.

HomeworkAI supports a variety of file formats, including text files such as PDF, DOC, DOCX, and image files like JPEG and PNG. This allows you to easily upload assignments, worksheets, and questions in the format that best suits your needs.

Is HomeworkAI suitable for all educational levels?

Yes, HomeworkAI is tailored for students and educational professionals of all levels—from middle schoolers to university undergrads—providing support and solutions customized to each educational stage.

Can HoweworkAI process practice questions from textbook material?

Yes. Simply upload the textbook material with practice questions, and our homework AI will analyze them to provide detailed solutions and explanations, just as it would with any other homework assignment or study query.

Does getting help from HomeworkAI considered cheating?

HomeworkAI is an AI question answerer designed to aid your learning process, much like a traditional tutor. Thus, utilizing HomeworkAI may not be considered cheating, as long as it aligns with your institution's guidelines for using external help.

Can I use HomeworkAI to prepare for my exam?

Absolutely, HomeworkAI can be an effective tool for exam preparation. It offers practice questions, solutions, and thorough explanations to help reinforce your understanding of the subject matter, giving you an extra edge in your study routine.

How does HomeworkAI handle problems with multiple solution methods?

HomeworkAI does have the ability to handle problems with multiple solution methods. It can provide a primary solution and, where applicable, may offer alternative approaches or explanations to give you a well-rounded understanding of the problem at hand.

Get Your Hands on The Best AI Homework Helper Right Now !

HomeworkAI doesn't just deliver answers—it teaches problem-solving, becoming your ultimate homework companion.

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Question Answering & Homework Helper

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1. Can Question AI handle complex or technical language?

Yes, it can. The AI has been trained on a big dataset, so technical or complex data won’t be a problem. Question AI can handle any academic or technical langauge.

2. Can Question AI be used on mobile devices, or is it only available on desktop?

Question AI is accessible on both desktop and mobile. Question AI supports Windows and Mac systems as well as IOS and Android.

3. How fast Question AI generate an answer?

Within seconds. Never doubt Question AI's speed.

4. How many questions can Question AI tool handle at once?

There’s no limit. Question AI can handle several questions at the same time.

5. Can Question AI make several versions of the Same text, each with a different level of detail?

Question AI can give you a longer or shorter text, depending on your wishes.

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10 Best Homework AI: Free Online AI Tutoring That Helps You Study

Boost your assignment and exam grades with these best AI homework helpers.

• March 17, 2024

Did you struggle to grasp the concepts taught in class and find it difficult to finish your homework? This is a common struggle for many students.

While some can seek assistance from a tutor, others may face barriers in accessing such support.

How can we address this issue and ensure equal educational opportunities for everyone? The solution lies in homework AI.

Leveraging the power of AI, homework AI tools provide users with accurate answers and offer detailed explanations, aiding in a deeper comprehension of the subject matter.

If you need help with your studies, explore this guide highlighting the top 10 AI homework helpers that can effectively assist you.

1. Genius Tutor – Best homework AI helper overall 

2. ExamUp – Best homework AI helper for improving test grades

3. HIX Tutor – Best homework AI helper for in-depth guides

4. Question AI – Best homework AI helper for affordable tutoring 

5. HomeworkAI – Best homework AI helper for all education levels

6. Mathful – Best homework AI helper for accurate math solutions

7. TutorEva – Best homework AI helper for animated AI help

8. Brainly – Best homework AI helper for community access

9. AI Tutors – Best homework AI helper for mobile use 

10. OddityAI – Best homework AI helper for better writing 

Genius Tutor – Best homework AI helper overall 

Stuck on a homework question? Genius Tutor is designed to give users instantaneous answers to all types of homework problems.

The groundbreaking AI homework help tool provides comprehensive support for many subjects, including math, biology, physics, literature, history, and chemistry. 

Powered by the most advanced AI model, it understands the context of your questions.

Regardless of difficulty, it breaks down solutions into manageable steps and offers comprehensive and clear explanations for the answers.

While it is best tailored toward high school and college students, anyone can benefit from using the tool to elevate their education. You can start using Genius Tutor for free with no hidden costs. 

Pros: 

• Provides a step-by-step breakdown of homework questions. 
• Highlights key formulas, rules, and formulas. 
• Fosters learning in a comfortable, judgment-free environment. 
• It is a straightforward tool without many extra features. 

Explore the capabilities of the Genius Tutor AI homework helper. 

ExamUp – Best homework AI helper for improving test grades

Exams can be a major source of stress for students. ExamUp reduces the pressure placed on students to memorize large amounts of information by simplifying complex concepts. 

It breaks down homework problems step by step, explaining the “why” and “how” of each solution.

Additionally, it features multilingual support, enabling users to grasp the concepts in their native languages for enhanced understanding.

The unique AI homework help tool is available 24/7 and acts like an online tutor whenever and wherever students want to study.

ExamUp offers a free plan that students can access at no cost. For advanced features, consider upgrading to a paid subscription. 

• Supports over 30 different languages. 
• It contains a built-in plagiarism detector to ensure original answers. 
• Provides guidance on math, computer science, and more. 
• ExamUp is not yet available as an app for smartphones.

Try ExamUp to get a powerful AI homework helper to ace your next exam.  

HIX Tutor – Best homework AI helper for in-depth guides

HIX Tutor is a sophisticated AI homework tool that enables students to gain a deeper understanding of their coursework.

This smart tutoring technology delivers comprehensive, in-depth guides that clearly explain the homework topic in a way that students at all grade levels can understand. 

HIX Tutor is a trustworthy study assistant with a 98% accuracy rate, ensuring you get correct answers on your homework.

Start using HIX Tutor for free to see if it works for you. Monthly and annual plans are available for frequent users. 

• Covers a wide range of subjects, including foreign languages. 
• Supports several inputs, such as image and document uploads. 
• Can understand textbook material and assist with practice problem-solving. 
• Requires a paid subscription after the initial free trial. 

Uncover the academic possibilities of HIX Tutor’s AI homework solver. 

Question AI – Best homework AI helper for affordable tutoring

Many students could benefit from having a personal tutor, but most families cannot afford this luxury.

Question AI serves as a personal AI tutor that makes it easier for students to tackle difficult subjects in school, such as math and science. 

The innovative ChatGPT homework tool alternative has a 98% accuracy rate and is more affordable than hiring a human tutor.

Anyone can try Question AI for free. To continue asking questions after the free trial, choose a low-cost subscription.

• Supports more than 100 languages, such as English, German, and French.
• It can be integrated into homework routines to promote learning.
• It helps students learn the material and achieve higher grades in school. 
• Students may become too dependent on it.

Use QuestionAI to solve homework question and unlock your learning potential. 

HomeworkAI – Best homework AI helper for all education levels

HomeworkAI is a convenient tool for instant assistance with assignments. The highly accurate AI homework helper is designed to simplify homework and study sessions with instant, one-click solutions. 

The user-friendly platform is tailored to help students and lifelong learners enhance their knowledge base at every level.

HomeworkAI is suitable for elementary, middle, high, and college students. Users can try HomeworkAI for free; no credit card is required. 

• Get expert help for everything from zoological classifications to algebra problems.
• Reduces student stress by generating instant solutions. 
• It can give users an academic advantage. 
• Some solutions may lack human-like creativity.

Students at all education levels can benefit from HomeworkAI. 

Mathful – Best homework AI helper for math solutions

Many students agree that Math is one of the most difficult subjects. Mathful is a viable solution for students struggling to do their math homework. 

This AI homework help tool is geared toward solving all branches of math, such as calculus, geometry, and algebra.

It doesn’t just give you the answer; it also provides users with in-depth, tailored explanations that help students better understand the math at hand.

It is free to try, and budget-friendly subscriptions are available. 

• Supports grades from elementary math to university level.
• It can assist with statistics, word problems, and more. 
• The tool uses encrypted transmissions and is safe to use. 
• It is limited to math homework help. 

Use Mathful to complete your math homework quickly and efficiently.  

TutorEva – Best homework AI helper for animated AI help

TutorEva is an online AI homework solver that offers comprehensive help. It can help you research an academic topic, check your homework for accuracy, and study for an upcoming exam.

It even shows colorful illustrations and animations to make learning more fun. You can try it for free, and premium subscriptions are also available.

• Gives one-stop access to textbook solutions. 
• Offers a browser extension to solve problems anywhere on the web.
• Students can join their textbooks and documents together. 
• Requires users to sign up to try the tool.

Brainly – Best homework AI helper for community access 

Many students enjoy being part of a community. Brainly offers a vast community of students, parents, and educators who work together to promote learning. 

Just ask a question, and the tool will swiftly analyze the problem and prepare a solution. In seconds, you’ll receive the correct answer and explanation. If AI can’t find a solution, ask the community or a live expert. 

It provides a 7-day free trial for testing out its features.

• Offers a scan-to-solve feature to save time.
• Students can get expert-verified answers.
• It is free to join. 
• Some features are not yet available, such as Test Prep. 
• The interface is busy and can be difficult to navigate. 

AI Tutors – Best homework AI helper for mobile use

Many students waste hours completing assignments and studying for exams only to forget the material when it matters most.

AI Tutors transforms how students answer questions and study by creating an interactive platform. 

Here, users can learn, ask for feedback, and even request quizzes on the material that they learned. The AI homework help tool is available as an app for convenient smartphone use. 

• Helps overcome location barriers for students who need homework AI help.
• Allows students to chat with real tutors 24/7.
• Comes with a built-in plagiarism checker, Google Translator, and more.
• Some solutions may contain plagiarism. 

OddityAI – Best homework AI helper for better writing 

OddityAI harnesses the power of AI using advanced algorithms and machine learning capabilities.

This AI homework help tool provides instant assistance with assignments, helps students prepare for major tests, and can be used to verify answers. 

It’s also a game-changer for writing help. The AI homework tool offers grammar checkers, literature analysis, and other tools designed to improve writing. Users can try OddityAI for free by signing up. 

• Flexible payment plans include subscriptions or credit purchases. 
• Can tackle complex subjects. 
• Helps generate ideas and verify information in essays. 
• May have difficulty providing solutions for niche subjects. 

In conclusion: Choosing the best homework AI helper

Homework is a daunting task for students of all grade levels. The sheer volume of assignments and the difficulty of certain subjects can be overwhelming, especially when students don’t understand the coursework. 

Homework AI tools help eliminate the stress and anxiety of homework. If you need help completing an assignment, studying for a test, or learning about a certain subject, opt for one of the best homework AI tools. 

1. Can AI homework helpers provide immediate assistance with homework?

Yes! Homework AI tools work quickly to analyze the question and generate accurate and detailed solutions, often within seconds. 

2. How reliable are homework AI tools?

While no AI tool is completely flawless, the best AI homework helpers have significantly high accuracy rates of 98% or higher, ensuring correct answers. 

3. Which subjects can an AI homework help tool assist me with?

Most of the homework AI tools support a wide range of subjects, such as math, physics, chemistry, history, geography, literature, computer science, foreign languages, and more.

Have any thoughts on this? Drop us a line below in the comments, or carry the discussion to our  Twitter  or  Facebook .

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The Top AI Tools to Help You Study in College

Shauna Blackmon

Contributing Writer

Learn about our editorial process .

Updated October 6, 2023 · 3 Min Read

Mackenzie Caporale

Contributing Editor

Reviewed by

Marley Rose

Contributing Reviewer

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Drawing on their firsthand industry expertise, our Integrity Network members serve as an additional step in our editing process, helping us confirm our content is accurate and up to date. These contributors:

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Are you ready to discover your college program?

Artificial intelligence tools are rapidly gaining popularity, especially among college students. However, with the abilities of AI advancing so quickly, there is a large grey area on where and how AI can be used in education. While many students face consequences for unethically using AI to generate essays and assignments, AI should not be totally abandoned. AI can be harnessed responsibly to help with research, provide insights, and enhance productivity.

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10 Best Free AI Study Tools For Students

Nearly every day, another AI tool comes out. While some are just fun toys, others are powerful tools that shake up education and the job market. Here are some of our top choices for students.

Best AI for Math - Mathly

For anyone who has pulled their hair out in frustration trying to figure out the solution to a math problem – this is the AI tool for you. All you have to do is take a photo of the math problem you are struggling with, and the tool not only solves the problem for you. But, more importantly, it explains its work and tries to teach you. If you still need some extra practice, the AI can generate similar problems for you to work on.

Best AI for Essay Improvement - Grammarly

Unless you remember all the grammar lessons you received in grade school, Grammarly is indispensable. While some features are the same as the Grammarly plugins in Google Docs or Microsoft Word, the Grammarly web interface goes further as an essay-writing AI assistant, giving editing suggestions to help your essay read more clearly. You can also change the tone or goal depending if you are writing a fun blog for your website or an academic article.

Best AI for Learning Programming and AI - Unschooler

Unschooler is an educational platform that uses AI to teach about AI and other tech areas. It offers a personalized learning experience, adapting to your needs and preferences.

By analyzing user interactions, it tailors content and resources to give students a more self-directed learning experience. Some currently available courses are UX research, Python, and AI and Machine Learning .

Best AI for Easy-to-Understand Explanations - Explain Like I’m Five

Explain Like I’m Five, or ELI5, provides simple, clear, and direct answers to some of life's most complicated questions, whether that's a complicated quantum physics concept or the difference between weather and climate.

Depending on your familiarity with the subject, you can choose different options to prompt this AI homework helper to explain more or less in-depth, and even a sarcasm meter if you want your answer to be a little spicy.

Best AI for Improving Language - GPTionary

Have a word or concept on the tip of your tongue but can’t quite recall it? Or are you an international student struggling to express yourself in a foreign language? GPTionary is a modern-age thesaurus powered by natural language processing (NLP). It can handle far more complex queries than a simple thesaurus and help you get your sentences right.

Best AI for Teachers - Roshi

Not sure what your lesson plan for the day is going to be? Roshi helps teachers create a lesson plan around comprehension, vocabulary, and grammar topics in just a few clicks. Upload a news article, and Roshi will pull out the important concepts you can highlight for your class.

Best AI for Learning With Videos - Kiwi

Did you watch a video for class but need help reviewing and summarizing what you learned? Kiwi is the tool. It can summarize videos and help you answer questions about the material. If the videos come from YouTube, Kiwi could be a good tool for students who need to study up on certain topics and want to use their time more efficiently.

Best AI for Studying - ExamCram

Knowing what and how to study can be incredibly difficult. ExamCram typically offers practice exams, flashcards, study guides, and other resources to aid last-minute review and retention. You can ask it about nearly any subject and even interact with it in several different languages.

Best AI for Creating - Geleza

Geleza's goal is to consolidate all of the AI tools you are using across various platforms and combine them into one. It can help you write lyrics, prep for an interview, revamp your CV, or create AI art. The people behind Geleza are also working on expanding the AI's possibilities to branch out to other tools, making it an all-in-one stop.

Best AI for Learning New Topics - TutorAI

TutorAI is another learning and studying platform. You can ask anything from world history to physics, and the tool will give you different module choices around the degree of explanation you are looking for. Then, it will further break up the topic into lessons and subtopics for easy, bite-sized learning.

Frequently Asked Questions About AI Study Tools

How can ai help with my homework.

AI can assist with homework by providing explanations, answering questions, suggesting relevant resources, and offering step-by-step solutions. It can help you understand concepts better, save time, and improve your learning experience through personalized guidance.

Does AI always give correct answers?

This can be a tricky one. Most of the time, the AI programs above give the correct answers, but verifying information is always important. Famously, writing prompt AI platforms like ChatGPT can give wrong (but great-sounding) information. While AI can be a great learning companion, it is not yet at the level where you should blindly follow or accept it.

How do AI-powered tools differ from traditional study aids like flashcards and textbooks?

Old-school studying methods like flashcards are like bludgeoning yourself with information until it sticks in your head. The great thing about AI tools is that it helps you learn based on your exact needs and where you are in your learning process.

Can AI tools aid in organizing and prioritizing study materials for exams and assignments?

Yes absolutely. Many of the study tools listed above specialize in helping students organize their study material and provide better ways to learn the information. There are a lot of great tools out there; students who do not utilize them may be missing out.

How do AI-power tutoring platforms compare to traditional tutoring services for college students?

AI-powered tutoring platforms offer a lot of advantages over traditional tutoring services. They provide instant access to resources, 24/7 help, and adapt to individual learning styles. While traditional tutoring offers human interaction and tailored support, AI platforms are often more scalable, cost-effective, and can analyze vast amounts of data to improve their effectiveness.

Page last reviewed September 16, 2023.

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About me: I’m Smart Aleck, your trusty Answer Bot. I use AI to answer your questions simply and clearly. Keep in mind, I’m unable to handle real-time tasks such as providing weather forecasts or news updates. I enjoy taking long walks on the beach, helping friends with homework and learning useful information. Ask away!

Are there any free AI-powered apps for solving science homework?

What are ai-powered apps for science homework.

AI-powered apps for solving science homework are applications that use artificial intelligence (AI) to help students understand and complete their science assignments. These apps can provide personalized guidance, personalized feedback, and even automated grading, allowing students to work through their assignments more efficiently and with greater accuracy.

How do AI-powered apps for science homework work?

AI-powered apps for science homework use natural language processing (NLP), machine learning (ML), and other advanced technologies to understand the student’s questions and provide relevant answers. By leveraging these technologies, the apps can provide personalized guidance to students, helping them understand the concepts they are learning and complete their assignments with greater accuracy.

What are some benefits of using AI-powered apps for science homework?

AI-powered apps for science homework offer students a number of benefits, including:

• Personalized guidance: By understanding the student’s questions, the app can provide personalized guidance and feedback, allowing them to work through their assignments more efficiently.

• Automated grading: By leveraging NLP and ML technologies, the app can automatically grade assignments, providing students with feedback and allowing them to improve their understanding of the material.

• Improved accuracy: By understanding the student’s questions, the app can help them understand the material and complete their assignments with greater accuracy.

Yes, there are a number of free AI-powered apps for solving science homework, including:

• Photomath: Photomath is a free app that uses AI to help students understand and complete their math assignments.

• Brainly: Brainly is a free app that uses AI to help students understand and complete their science assignments.

• Socratic: Socratic is a free app that uses AI to help students understand and complete their math and science assignments.

• Quizlet: Quizlet is a free app that uses AI to help students understand and complete their science assignments.

Related Questions

• What are the best AI-powered apps for science homework? • What types of AI-powered apps are available for science homework? • How do AI-powered apps help with science homework? • Are there any free AI-powered apps for math homework? • What are the benefits of using AI-powered apps for science homework? • Are AI-powered apps reliable for completing science homework? • Are AI-powered apps suitable for all levels of science homework? • What types of tasks can be completed with AI-powered apps for science homework? • What types of questions can be answered with AI-powered apps for science homework? • Are AI-powered apps the same as tutoring services?

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April 17, 2024

AI Can Transform the Classroom Just Like the Calculator

AI can better education, not threaten it, if we learn some lessons from the adoption of the calculator into the classroom

By Michael M. Crow , Nicole K. Mayberry , Ted Mitchell & Derrick Anderson

Moor Studio/Getty Images

The rapidly expanding use of ChatGPT and other artificial intelligence tools has fired up a fervent debate in academia. On one side of the debate, professors and teachers are concerned over the future of postsecondary learning and threats to traditional disciplines, especially within the humanities , as headlines warn of “The End of the English Major.”

Nevertheless, AI is here and about a third of teachers, from kindergarten through high school, report using it in the classroom, according to a recent survey . While many of our colleagues in higher education policy, science policy, and university design criticize or dismiss generative AI, we are instead decidedly optimistic it will follow a pattern seen in other technologies that have enhanced educational access and success. We believe that when new technologies are embraced, core aspects of learning, including curriculum, instruction and assessment, can be revolutionized. We are optimistic about AI, but we don’t see it as a hero. Students and instructors are still the heroes of human learning, even when AI is involved.

History supports this view. From the Gutenberg press to online math classes, technologies that improve access to quality learning opportunities are routinely dismissed by critics and skeptics, especially by those who hold the reins in the classroom.

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Consider the calculator. A survey in the mid-1970s carried out by Mathematics Teacher magazine found that 72 percent of respondents—mainly teachers and mathematicians—opposed equipping seventh graders with calculators. Highlighted in 1975 in Science News , this survey mirrored the broader discourse of the Sesame Street era concerning the introduction of calculators into classrooms, just when costs were approaching the point that some schools could afford to have up to one calculator per student.

Calculators met resistance from educators who feared an overdependence on technology would erode students’ math skills. As one professor observed of students and calculators, “I have yet to be convinced that handing them a machine and teaching them how to push the button is the right approach. What do they do when the battery runs out?”

It is easy to see how the case of the calculator mirrors current concerns about generative AI. The College Board made a similar argument in an article published last spring that mused about the “ Great Calculator Panic of the 1980s and ‘90s. ” Critics of AI in the classroom argue that students might never learn to write or respond to written prompts independently if they can simply ask an AI to do it for them. The hypothetical scenario where the Internet or servers are down raises fears that students would be unable to write a simple sentence or compose a basic five-paragraph essay.

Narrow arguments over essay integrity and potential declines in learning quality miss the broader perspective on how this technology could positively reshape curriculum, instruction and assessment.

In classrooms, technology, curriculum, instruction, and assessment evolve together to reshape education. We see this historically with calculators and are now witnessing it unfold in real time with the emergence of generative AI tools.

The introduction of calculators into classrooms didn't set in motion the demise of mathematics education; instead, it significantly broadened its scope while inspiring educators and academics to rethink the educational limits of mathematics. This shift fostered a climate ripe for innovation. Looking at today’s math landscape and what existed in the 1970s, we would be hard-pressed to consider the past superior to the present, to say nothing of the future. Today, high school students use (and more importantly, comprehend) graphing calculators and computers better than undergraduate engineering students in university labs could only a generation ago. Today’s math learning environment is observably more dynamic, inclusive and creative than it was before ubiquitous access to calculators.

In a parallel vein, generative AI promises to extend this kind of innovation in critical thinking and the humanities, making it easier for students to grasp foundational concepts and explore advanced topics with confidence. AI could allow for customized learner support —adapting to the individual pace and learning style of each student, helping to make education more inclusive and tailored to specific needs. Generative AI can better the humanities by making reading and writing more accessible to diverse students, including those with learning disabilities or challenges with traditional writing methods.

Just as calculators led us to reevaluate legacy teaching methods and embrace more effective pedagogical approaches, generative AI calls for a similar transformation in how we approach assignments, conduct classes and assess learning. It will shift us from viewing the college essay as the pinnacle of learning to embracing wider creative and analytical exercises, ones facilitated by AI tools.

The successful integration of calculators into math education serves as a blueprint for the adoption of generative AI across the curriculum. By designing assignments with the expectation that generative AI will enhance rather than shortcut them, educators can foster learning that values creativity, critical thinking and efficient study. This shift necessitates a broader, more adaptable approach to teaching and learning, one that recognizes the potential of technology to elevate educational standards and broaden access to knowledge.

This history points to broader questions over the efficiency and fairness of long-standing educational mechanisms. Take, for example, college admissions essays , which are known to perpetuate bias in university admissions . What if AI allowed us to reconceptualize the tools for students to demonstrate their aptitude and college preparedness? What if AI could allow students to match their intended college major more accurately to the most supportive and corresponding place of higher learning? In academia, we shouldn’t focus solely on AI’s potential for misuse but also on its capability to revolutionize curricula and approaches to learning and teaching.

Far from fearing technological progress, history teaches us to embrace it to broaden and democratize learning . The greater challenge lies not in resisting change, but in leveraging these innovations to develop curricula that address the needs of all learners, paving the way for a more equal and effective education for everyone. Looking ahead, generative AI is not so much a problem to be solved, but instead a powerful ally in our efforts to make education meaningfully universal.

This is an opinion and analysis article, and the views expressed by the author or authors are not necessarily those of Scientific American.

AI for Earth: How NASA’s Artificial Intelligence and Open Science Efforts Combat Climate Change

As extreme weather events increase around the world due to climate change, the need for further research into our warming planet has increased as well. For NASA, climate research involves not only conducting studies of these events, but also empowering outside researchers to do the same. The artificial intelligence (AI) efforts spearheaded by the agency offer a powerful tool to accomplish these goals.

In 2023, NASA teamed up with IBM Research to create an AI geospatial foundation model. Trained on vast amounts of NASA’s widely used Harmonized Landsat and Sentinel-2 (HLS) data, the model provides a base for a variety of AI-powered studies to tackle environmental challenges. In keeping with open science principles, the model is freely available for anyone to access .

Foundation models serve as a baseline from which scientists can develop a diverse set of applications, enabling powerful and efficient solutions. “Foundation models only know what things are represented in the data,” explained Manil Maskey, the data science lead at NASA’s Office of the Chief Science Data Officer (OCSDO). “It’s like a Swiss Army Knife—it can be used for multiple different things.”

Once a foundation model is created, it can be trained on a small amount of data to perform a specific task. To date, the Interagency Implementation and Advanced Concept Team (IMPACT) along with collaborators have demonstrated the geospatial foundation model’s capabilities by fine-tuning it to detect burn scars, to delineate flood water, and to classify crop and other land use categories.

Because of the computational resources required to create the initial foundation model, a partnership was necessary for success. In this case, NASA brought the data and scientific knowledge, while IBM brought the computing power and AI algorithm optimization expertise. The team’s shared commitment to making their research accessible through open science principles ensures that their model can be useful to as many researchers as possible.

“To build a foundation model at scale, we realized early on that it's not feasible for one institution to build it,” Maskey said. “Everything we have done on our foundation models has been open to the public, all the way from pre-training data, code, best practices, model weights, fine-tuning training data, and publications. There’s transparency, so researchers can trace why certain things were used in terms of data or model architecture.”

Following on from the success of their geospatial foundation model, NASA and IBM Research are continuing their partnership to create a new, similar model for weather and climate studies. They are collaborating with Oak Ridge National Laboratory (ORNL), NVIDIA, and several universities to bring this model to life.

This time, the main dataset will be the Modern-Era Retrospective analysis for Research and Applications, Version 2 (MERRA-2) , a huge collection of atmospheric reanalysis data that spans from 1980 to the present day. Like the geospatial foundation model, the weather and climate model is being developed with an open science approach, and will be available to the public in the near future.

Covering all aspects of Earth science would take several foundation models trained on different types of datasets. However, Maskey believes those future models might someday be combined into one comprehensive model, leading to a “digital twin” of the Earth that would provide unparalleled analysis and predictions for all kinds of climate and environmental events.

Whatever innovations the future holds, NASA and IBM’s geospatial and climate foundation models will enable leaps in Earth science like never before. Though powerful AI tools will enhance researchers’ work, the team’s dedication to open science supercharges the possibilities for discovery by allowing anyone to put those tools into practice and pave the way for groundbreaking research to help better care for the planet.

For more information about open science at NASA, visit: https://science.nasa.gov/open-science/

By Lauren Leese Web Content Strategist for the Office of the Chief Science Data Officer

Related Terms

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April 19, 2024

This article has been reviewed according to Science X's editorial process and policies . Editors have highlighted the following attributes while ensuring the content's credibility:

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AI for Earth: How NASA's artificial intelligence and open science efforts combat climate change

by Lauren Leese, NASA

As extreme weather events increase around the world due to climate change, the need for further research into our warming planet has increased as well. For NASA, climate research involves not only conducting studies of these events, but also empowering outside researchers to do the same. The artificial intelligence (AI) efforts spearheaded by the agency offer a powerful tool to accomplish these goals.

In 2023, NASA teamed up with IBM Research to create an AI geospatial foundation model. Trained on vast amounts of NASA's widely used Harmonized Landsat and Sentinel-2 (HLS) data, the model provides a base for a variety of AI-powered studies to tackle environmental challenges. In keeping with open science principles, the model is freely available for anyone to access.

Foundation models serve as a baseline from which scientists can develop a diverse set of applications, enabling powerful and efficient solutions. "Foundation models only know what things are represented in the data," explained Manil Maskey, the data science lead at NASA's Office of the Chief Science Data Officer (OCSDO). "It's like a Swiss Army Knife—it can be used for multiple different things."

Once a foundation model is created, it can be trained on a small amount of data to perform a specific task. To date, the Interagency Implementation and Advanced Concept Team (IMPACT) along with collaborators have demonstrated the geospatial foundation model's capabilities by fine-tuning it to detect burn scars, to delineate flood water, and to classify crop and other land use categories.

Because of the computational resources required to create the initial foundation model, a partnership was necessary for success. In this case, NASA brought the data and scientific knowledge , while IBM brought the computing power and AI algorithm optimization expertise. The team's shared commitment to making their research accessible through open science principles ensures that their model can be useful to as many researchers as possible.

"To build a foundation model at scale, we realized early on that it's not feasible for one institution to build it," Maskey said. "Everything we have done on our foundation models has been open to the public, all the way from pre-training data, code, best practices, model weights, fine-tuning training data, and publications. There's transparency, so researchers can trace why certain things were used in terms of data or model architecture."

Following on from the success of their geospatial foundation model, NASA and IBM Research are continuing their partnership to create a new, similar model for weather and climate studies. They are collaborating with Oak Ridge National Laboratory (ORNL), NVIDIA, and several universities to bring this model to life.

This time, the main dataset will be the Modern-Era Retrospective analysis for Research and Applications, Version 2 (MERRA-2), a huge collection of atmospheric reanalysis data that spans from 1980 to the present day. Like the geospatial foundation model, the weather and climate model is being developed with an open science approach, and will be available to the public in the near future.

Covering all aspects of Earth science would take several foundation models trained on different types of datasets. However, Maskey believes those future models might someday be combined into one comprehensive model, leading to a "digital twin" of the Earth that would provide unparalleled analysis and predictions for all kinds of climate and environmental events.

Whatever innovations the future holds, NASA and IBM's geospatial and climate foundation models will enable leaps in Earth science like never before. Though powerful AI tools will enhance researchers' work, the team's dedication to open science supercharges the possibilities for discovery by allowing anyone to put those tools into practice and pave the way for groundbreaking research to help better care for the planet.

Provided by NASA

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