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Agent Ideate: A Framework for Product Idea Generation from Patents Using Agentic AI

arXiv.org Artificial Intelligence

Patents contain rich technical knowledge that can inspire innovative product ideas, yet accessing and interpreting this information remains a challenge. This work explores the use of Large Language Models (LLMs) and autonomous agents to mine and generate product concepts from a given patent. In this work, we design Agent Ideate, a framework for automatically generating product-based business ideas from patents. We experimented with open-source LLMs and agent-based architectures across three domains: Computer Science, Natural Language Processing, and Material Chemistry. Evaluation results show that the agentic approach consistently outperformed standalone LLMs in terms of idea quality, relevance, and novelty. These findings suggest that combining LLMs with agentic workflows can significantly enhance the innovation pipeline by unlocking the untapped potential of business idea generation from patent data.


Generative AI Businesses Database – d-df

#artificialintelligence

We are obsessed with Generative Artificial Intelligence Business ideas and have spent over 200 hours researching them. Here is an Airtable Database with the most impressive business ideas that we have found throughout the process. You can now forget about all the Twitter Threads and focus on one place. The database will be updated every day with new generative AI business ideas.


Machine Learning Entrepreneurship - Applied Data Science

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This class can be summarized in one sentence, "to learn how to put your machine learning ideas into your customer's plate". Here we will extend multiple Python machine learning ideas into fully interactive web applications, into a format that anybody anywhere can access as long as they have access to a web browser. Our last project will be built around a professional paywall infrastructure so you can control and monetize how and whom can access it. Whether you want to test out business ideas or share advanced and predictive analytics ideas with the world, the tools taught in this class will allow you to do that quickly, easily and without spending a lot of money.


How DevOps Powered by AI Is Delivering Business Transformation? - DZone AI

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The application of artificial intelligence (AI) is profoundly altering our understanding of DevOps. Most importantly, it is providing the latest form of DevOps that acknowledges the need for intelligently designed applications supported by robust defence (DevSecOps). By now, most organizations understand that DevOps is a substantial discipline they must adopt to ensure consistent levels of productivity, efficiency and service delivery, all of which hold weight in these times of heightened uncertainty. AI-powered DevOps allows businesses to provide new value to their consumers rapidly, enabling them to mature and transform their digital images. Without DevOps, it is impossible to keep up with the competition and respond to industry events and consumer requests promptly.


25 Ideas That'll Make You a Millionaire in Four Years or Less - Due

#artificialintelligence

It's no longer taboo for people to leave the daily nine to five lifestyle behind and start their own business. In fact, it's never been easier, and cheaper, to start your own business. But, it's one thing to start your own business and it's another to become a millionaire from that idea. The good news is that it's feasible. And, you can use these 25 ideas to become a millionaire in four years or less. While the growing population will obviously need people to grow fruits and vegetables, raise livestock, or start a fish farm to meet their needs, there's an interesting trend happening.


Top Startup Companies in Machine Learning System Tycoonstory Media

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Artificial Intelligence is an important thing these days. Many people are using this system for supporting their daily tasks. This system can accelerate any progress in your job. You will be able to find some companies that are focusing their businesses in this industry. There are some popular startup companies in the machine learning system.


Artificial Intelligence as a Service Market 2019-2024 with Competitive Analysis, Business Ideas, Industry Growth and Shares - The Ukiah Post

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A report added to the rich database of Qurate Business Intelligence, titled Artificial Intelligence as a Service Market Research Report which reveals an extensive analysis of global industry by delivering the detailed information about Forthcoming Trends, Customer's Expectations, Technological Improvements, Competitive Dynamics and Working Capital in the Market. Artificial Intelligence as a Service Market report firstly introduced the Artificial Intelligence as a Service basics: Definitions, Classifications, Applications and Market Overview; Product Specifications; Manufacturing Processes; Cost Structures, Raw Materials and so on. Artificial Intelligence as a Service industry Forecast 2019-2024 report offers detailed information about the key factors influencing the growth of the market. The Artificial Intelligence as a Service report provides the market's clean elaborated framework that includes each and every business-related data at a worldwide level. The full range of data linked to the global Artificial Intelligence as a Service market is acquired from multiple sources and this acquired bulk of data is arranged, processed and displayed by a group of experts using multiple methodological methods and Artificial Intelligence as a Service analytical instruments, such as market SWOT analysis, to produce a whole collection of trade-based research.


How Heuristic Algorithms Can Make Entrepreneurs More Creative

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They are responsible for logical, procedural planning and creative sparks of problem-solving genius -- both very useful attributes in business. The problem is that creativity seems to be elusive. Not easy to conjure on demand. Everyone understands the frustration of trying to "force" creative ideas to flow. Often with nothing to show for the time invested.


Learn About Trends Before Everyone Else Signum Startup Review Feedough

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Digital trends are hard to understand. An average person would have never imagined the internet to go crazy at fidget spinners. Random people become memes and got free viral marketing and no one knows why that happened. What if you get to know what's going to be hot on the internet and act on it before anyone else? Well, Signum is that astrologer for digital trends. Signum is a subscription-based mailing list where you receive bi-weekly emails with a report on emerging hot trends before everyone else learns about them.


AI-Powered Concierge App: How to Launch a New Way of Business in 2018–2019

#artificialintelligence

A personal assistant who works for you 24/7 -- it sounds rather tempting, doesn't it? Dreams of such a helper anywhere you go are transformed into a business idea in many branches, and hospitality is just on its way. Any of your customers would gladly gain an instant access to needed information, so maybe it's time to consider a new business idea for your company? An AI-powered concierge app is a right decision -- you'll win hearts of your customers before artificial intelligence conquers the hospitality market. Follow us if you want to know more details and all the benefits.