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Acknowledgements We thank the International Mathematical Olympiad organization for their support. AlphaProof development was led by Thomas Hubert, Rishi Mehta and Laurent Sartran; AlphaGeometry 2 and natural language reasoning efforts were led by Thang Luong. AlphaProof was developed with key contributions from Hussain Masoom, Aja Huang, Miklós Z.…
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Image by narciso1 from PixabayThe stellar performance of large language models (LLMs) such as ChatGPT has shocked the world. The breakthrough was made by the invention of the Transformer architecture, which is surprisingly simple and scalable. It is still built of deep learning neural networks. The main addition is the so-called “attention” mechanism that…
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Are you curious about how different neural networks stack up against each other? In this blog, we dive into an exciting comparison between Artificial Neural Networks (ANN) and Convolutional Neural Networks (CNN) using the popular CIFAR-10 dataset. We’ll break down the key concepts, architectural differences, and real-world applications of ANNs and CNNs. Join us…
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Introduction Accounts Payable (AP) are short-term obligations that a company owes to its creditors or suppliers, but company has not yet paid for them. On a company's balance sheet, payables are recorded as a current liability. Understanding Accounts Payable: Is it a debit or a credit? To better understand AP, we must first know…
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Snapping or clicking an image is the easiest way to capture text from paper documents conveniently in your phone or computer. Imagine having a bunch of handwritten notes that you need to organize for a project, or a bunch of receipts that you want to digitize to better track your expenses. While storing…
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Images are everywhere – WhatsApp forwards, restaurant receipts, client emails, and your employee ID card. Images are the most common form of communication across channels. But how do you convert these images into editable Word files? In this article, we will learn how to convert an image to text using Microsoft Word. While…
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A handy checklist of must-have AI automations for every CFO AI is influencing how business leaders re-imagine their team’s daily tasks, company processes and resource allocation. Automation of repeatable manual tasks has been the biggest applications of various AI tools. However, with a shift towards Workflow Automation, application of AI is going beyond automating…
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Data annotation might sound technical, but it’s the secret sauce behind successful AI-driven marketing strategies. In this article, we’ll dig into how it supercharges AI marketing and share how it can help your business.
Data annotation is about labelling data so AI can learn from it and make better decisions. It’s like training…
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Data analysis is undergoing a revolution. Machine learning (ML), once the exclusive domain of data scientists, is now accessible to data analysts like you. Thanks to tools like BigQuery ML, you can harness the power of ML without needing a computer science degree. Let's explore how to get started.…
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Large Language Models (LLMs) and their multi-modal counterparts (MLLMs) have made significant strides in advancing artificial general intelligence (AGI) across various domains. However, these models face a significant challenge in the realm of visual mathematical problem-solving. While MLLMs have demonstrated impressive capabilities…