Perplexity's new AI tool lets you search patents with natural language - and it's free

A new paper introduces an innovative neural architecture search method that leverages Transformer architecture to enhance translation results. By exploring various combinations of encoder and decoder configurations and using perplexity alongside traditional BLEU scores, this approach aims to optimize neural network structures. This advancement is significant as it could lead to improved machine translation systems, making communication across languages more effective.

Adobe has introduced an experimental AI tool that could transform video editing by allowing users to edit entire videos from just one frame. This innovative technology represents a significant leap forward for creators, making the editing process more efficient and creative. As it develops, this tool could change the way videos are produced, enabling more dynamic storytelling and easier content creation.

The development of Dew, an AI character inspired by Duolingo, aims to bridge the gap between artificial intelligence and human-like interaction. Unlike traditional AI, which often lacks emotional expression, Dew is designed to communicate with users through facial expressions and reactions, making interactions feel more personal and engaging. This innovation is significant as it could enhance user experience and acceptance of AI technologies, making them more relatable and effective in everyday applications.

The rise of agentic browsers, which operate autonomously without user input, raises significant concerns about vulnerabilities that could lead to data and financial losses. As these AI systems become more prevalent, understanding their risks is crucial for users to protect their information and assets. This discussion highlights the importance of awareness and caution in the evolving landscape of AI technology.

The recent licensing deal between Perplexity and Getty Images marks a notable shift in how AI companies access visual content. Unlike previous agreements, Perplexity is allowed to use Getty's media but cannot train its AI model on this content. This distinction raises important questions about the future of AI training and content usage, highlighting the need for clearer guidelines in the evolving landscape of AI and media.

Getty Images has entered into a multi-year licensing deal with Perplexity, marking a significant partnership in the digital content space. This collaboration is expected to enhance the accessibility of high-quality images for users of Perplexity's platform, which is known for its innovative approach to information retrieval. Such agreements are crucial as they not only benefit the companies involved but also improve the overall user experience by providing better resources for content creators and consumers alike.

Perplexity has secured a multi-year licensing deal with Getty Images, which not only legitimizes its previous use of Getty's stock photos but also marks a significant step forward for the startup. This agreement comes after Perplexity faced criticism over plagiarism accusations from various news organizations last year. By formalizing this partnership, Perplexity aims to enhance its credibility and ensure compliance with copyright standards, which is crucial for its growth and reputation in the competitive media landscape.

Perplexity has signed a significant deal to utilize Getty Images, enhancing its visual content offerings. This partnership is important as it allows Perplexity to access a vast library of high-quality images, which can improve user engagement and enrich the overall experience on its platform.

If you're new to data science, this article presents five engaging projects that will help you learn the fundamentals while having fun. These beginner-friendly tasks guide you through the entire data science workflow, allowing you to build and experiment as you go. This hands-on approach not only makes learning more enjoyable but also equips you with practical skills that are essential in today's data-driven world.

Swiss startup FireDrone has secured €161,000 from Venture Kick to advance its development of heat-resistant drones designed for extreme environments. This funding is crucial as it enables the company to enhance safety measures for firefighters and industrial safety teams who face significant risks in high-temperature situations. The innovation could revolutionize how emergencies are managed, making operations safer and more efficient.

The article discusses the evolution of the internet from Web1 to Web2 and now to Web3, highlighting how this new decentralized web aims to empower users by giving them more control over their data. It emphasizes the significance of Web3 in addressing the limitations of previous web iterations and its potential impact on the future of digital interactions.

In an exciting development for developers, a new AI-powered tool called Exhibit has been created to help showcase portfolios more effectively. This intelligent agent generates personalized portfolios directly from GitHub repositories and preferred tech stacks, making it easier for developers to present their work. The article details the process of building Exhibit using Mastra, setting up the A2A protocol for communication, and integrating it with Telex. This innovation is significant as it streamlines the portfolio creation process, allowing developers to focus more on their projects and less on presentation.

A new project aims to enhance the accuracy of health insurance cost predictions, which is crucial for insurance companies to set appropriate premiums. By utilizing advanced data analysis and modeling techniques, this initiative promises to improve financial planning for both insurers and policyholders. This matters because better predictions can lead to fairer pricing and more accessible health coverage for individuals.

Winning high-paying clients is essential for independent consultants looking to build a stable and successful business. Many consultants find themselves in a cycle of transactional work, relying on their networks for introductions and billing by the hour or project. This article outlines seven systems that can help consultants move beyond this plateau, ensuring they not only attract high-value clients but also maintain long-term relationships with them. By implementing these strategies, consultants can create a more consistent and rewarding workflow, ultimately leading to greater success in their careers.