AI Tools for Science

ASH is your AI Pocket Field Guide, designed to help kids really connect with and learn about all the amazing biodiversity right in their own backyards. It's all about making nature discovery an adventure! Kids can use a simple point-and-click digital camera to snap photos of whatever life-forms they find. Then, the AI magically turns those pictures into cool, informative animal cards. The whole idea came about because of the growing concern over losing global biodiversity; ASH aims to teach children why protecting nature is so important and get them excited about exploring different species.

CEBRA is a smart machine-learning tool that's really good at shrinking down time series data. It's designed to help us spot those hidden patterns in how data changes over time. What's particularly cool is that it can analyze both behavioral and brain data at the same time. For instance, it's shown it can actually figure out what a mouse was seeing just by looking at its brain activity in the visual cortex, and then reconstruct the video! It uses clever, non-linear methods to blend behavioral and neural information, giving us a much deeper look into brain activity than older, linear approaches. CEBRA is super flexible, too – you can use it with all sorts of data, like calcium imaging and electrophysiology, whether it's for sensory or motor tasks. A big plus is its label-free decoding; this means it can reconstruct complicated movement patterns and even visual experiences without needing any extra labels. Plus, it handles multi-session analysis, which helps us find consistent patterns across different datasets, making it easier to test our ideas. It can even quickly and accurately decode natural movies from the visual cortex, really boosting our understanding of how the brain represents things.

Cradle Bio is a really neat AI tool that helps biologists design better proteins. It is a smart assistant for protein design. It uses advanced prediction algorithms and AI-driven recommendations to help you visualize, analyze, and predict potential protein candidates. This means you can save a lot of time and make your protein design process much more efficient. What's cool is that it can handle several properties and optimization tasks all at once. Plus, it actually learns from your experiments, giving you better variants each time and significantly cutting down the time it takes to get your product to market. And don't worry about your data – Cradle keeps it private, secure, and you own all your intellectual property.

Dobb·E is an open-source framework designed to teach robots how to do household chores by watching and learning from demonstrations. It is a way to help robots learn by imitation. It's a pretty neat solution for the challenges in home robotics, especially because it offers an affordable way to collect the necessary demonstrations. How? With a tool called 'The Stick.' This tool is pretty straightforward to make – it uses a $25 Reacher-grabber stick, some 3D printed parts, and an iPhone. Dobb·E uses The Stick to gather data from the Homes of New York (HoNY) dataset. This dataset is quite extensive, featuring 13 hours of interactions recorded in 22 different homes across New York City. The framework then trains a special model called Home Pretrained Representations (HPR). This model is built on the ResNet-34 architecture and uses self-supervised learning objectives. The goal here is to enable robots to tackle new tasks in all sorts of different environments.

Genesis Therapeutics is an AI-driven platform designed to speed up the discovery of new medicines. It's all about finding new protein targets, exploring uncharted chemical possibilities, and ultimately, getting new treatments to people faster. The company uses advanced molecular AI, including techniques like 3D spatial graph modeling and molecular simulation, to create promising drug candidates. The team behind Genesis Therapeutics is a powerhouse of experienced drug hunters, deep learning experts, and software engineers. They're working together to really push AI forward in biochemistry and develop therapies for serious illnesses. Big names like Andreessen have invested in Genesis Therapeutics, contributing to a $200 million funding round. Plus, they've teamed up with major players in the industry, such as Eli Lilly, Roche, and Genentech, to boost their drug discovery efforts.

HeyOctopus is a smart tool that uses AI to help you build learning paths, especially in science. You can create these paths based on what you're interested in and what you want to learn. It guides you through the materials and resources you'll need to pick up knowledge efficiently. You can even chat with the learning content, share your paths with others, and get personalized recommendations. Essentially, HeyOctopus aims to make learning smoother and more accessible by creating paths that are just right for your interests and goals.

Insight AI is a really helpful platform designed to boost your research, especially in drug discovery. It's packed with information, pulling data from over 400 million human variants, 22 million genes across more than 22,000 species, and it can search through a massive 36 million peer-reviewed biomedical articles from 30,000 different journals.

Nekton is a really interesting platform all about exploring and researching our oceans. It's designed to help us study and protect aquatic life. It is an immersive window into the latest marine science, showing off new techniques in marine biology and oceanography, cool advanced technology, and a deep commitment to conservation. Nekton wants to make it easy for everyone to learn about and help protect marine animals and their homes. You can find all sorts of great stuff on there, like engaging content, the latest research findings, advanced tech in action, conservation projects, and plenty of educational resources.

Papers GPT is a specialized AI tool built for researchers, data analysts, and developers. It's designed to let you bring different data sources right into your AI model. It is a way to create custom AI models that can answer very specific questions, pulling information from your own knowledge bases – like scientific papers, industry data, or any custom datasets you have. It's got features for connecting data sources, customizing things via an API, and it's pretty straightforward to use if you've got some background in data science or AI. Papers GPT really helps boost accuracy, improve decision-making, and make you more productive by giving you precise answers, helping you make decisions based on data, and automating your queries. While it works great on a desktop, there isn't a full mobile version yet. It uses a freemium model, meaning you can start for free, and there are subscription plans available for both individual researchers and businesses.

Pi, represented by the Greek letter π, is a fundamental mathematical constant. It's essentially the ratio you get when you divide a circle's circumference by its diameter. It is a universal ratio that applies to all circles, no matter their size. This number is irrational, meaning its decimal representation goes on forever without ever repeating a pattern. We often approximate it as 3.14159, but that's just the beginning!

Question AI, sometimes called Homework AI, is your personal AI assistant for schoolwork. It's built to help you get answers to your questions and quickly summarize long texts. One of its really neat features is the 'snap and solve' capability – you can just take a picture of a math problem, and it'll give you the solution in a flash. It also acts like a 24/7 AI copilot, ready to provide clear, professional answers anytime, day or night. It's super easy to use and works wherever you do, whether you're on your computer or your phone, across Windows, Mac, iOS, and Android. Because it's been trained on such a massive and varied amount of information, Question AI can handle even really complex or technical language with ease. It's fast, too, making it a go-to homework helper for more than 10 million students.

Satlas is a really cool tool from AI2 that lets you see how our planet is changing, using satellite pictures that have been marked up by AI. It’s a dynamic way to watch transformations in the environment and how cities develop over time. You can easily jump between different time periods and look at various places to see these changes unfold. It’s built to be straightforward, so whether you're a teacher, a researcher, or just someone curious about our world, you can use it. Satlas combines advanced satellite tech with artificial intelligence, offering an engaging way to keep an eye on Earth's ever-changing face.