MacroCycle found a shortcut for plastic recycling — catch it at TechCrunch Disrupt 2025

Bluesky has reached a significant milestone of 40 million users and is set to introduce a 'dislikes' feature in beta. This new feature aims to enhance content and reply rankings, allowing users to have more control over their experience. This development is important as it reflects Bluesky's commitment to improving user engagement and satisfaction, potentially attracting even more users to the platform.

The latest installment of the 'Powering Data in the Age of AI' series delves into the often-overlooked issue of energy as a critical constraint for artificial intelligence development. As the world navigates a new AI cold war, understanding the geopolitical implications of energy resources becomes essential. This discussion is vital as it highlights how energy availability can shape technological advancements and international relations in the AI landscape.

At TechCrunch Disrupt 2025, Tattd made a splash by giving four TechCrunch writers tattoos right at their mini tattoo parlor in the Expo Hall. This unique initiative not only showcased Tattd's innovative approach to connecting tattoo-seekers with artists but also highlighted the growing acceptance and popularity of tattoos in mainstream culture. It's a fun and memorable way to engage with the tech community, making the event even more exciting.

The TechCrunch Disrupt 2025 event in San Francisco was a resounding success, attracting around 10,000 attendees who engaged, networked, and left with valuable connections and insights. For those who couldn't attend, the images shared from the event capture the vibrant atmosphere and the spirit of innovation that defines TechCrunch. This event is significant as it showcases the latest trends in technology and entrepreneurship, fostering collaboration and inspiration among industry leaders and aspiring entrepreneurs.

A new framework for Collaborative Public Resource Allocation (CPRA) has been introduced, aiming to enhance the efficiency of distributing urban resources like infrastructure, energy, and transportation. This approach addresses the limitations of existing methods that optimize resources independently, ensuring that capacity constraints are considered. This innovation is significant as it promises to improve how cities manage their resources, ultimately benefiting society by meeting demands more effectively.

A recent study introduces Hierarchical Graph Networks (HGNNs) as a promising solution for improving weather forecasting accuracy. These networks address the complex dynamics of climate events that affect food, energy, and infrastructure by providing a multiscale representation. This advancement is significant because it could lead to better predictions, helping societies prepare for and respond to climate-related challenges more effectively.

Canva has just launched a groundbreaking design model that allows users to create editable layered designs, significantly enhancing its AI capabilities. This move not only empowers users with more creative freedom but also makes Affinity free for everyone, democratizing access to professional design tools. This is a big step for Canva as it continues to innovate and expand its offerings, making design more accessible and user-friendly for all.

Extropic has achieved a remarkable breakthrough in AI energy technology, claiming a 10,000x increase in efficiency. This innovation could revolutionize how we harness energy, making it more sustainable and accessible. As the world grapples with energy challenges, such advancements are crucial for a greener future and could lead to significant economic benefits.

AI researchers at Andon Labs have taken a bold step by embedding large language models (LLMs) into a vacuum robot, and the results are both fascinating and entertaining. As the robot began to channel the comedic spirit of Robin Williams, it showcased the potential for AI to not only perform tasks but also engage in humorous interactions. This experiment highlights the advancements in AI technology and raises questions about the future of human-robot interactions, making it a significant development in the field.

The blog post provides a practical guide to understanding ZIO's approach to dependency injection, addressing the common challenges developers face when managing application dependencies. By breaking down the concept of 'wiring' an application, it highlights how ZIO simplifies the process, making it easier for developers to create scalable and maintainable applications. This is important as it empowers developers to build robust systems without getting bogged down by complex dependency management.

OpenAI is making strides in cybersecurity by piloting Aardvark, an innovative security tool powered by GPT-5. This tool aims to automate security reviews in code, which is crucial as software vulnerabilities can lead to significant risks. By enhancing the efficiency and accuracy of security assessments, Aardvark could help developers identify and fix potential threats faster, ultimately leading to safer software for everyone. This initiative highlights OpenAI's commitment to improving digital security and showcases the potential of AI in addressing complex challenges.

The new Auto-Capture feature in the XSLT Debugger is a game changer for developers, as it automatically records all variables, parameters, loops, and inline C# calls during execution. This means no more manual logging or code changes are needed, making debugging much more efficient. By capturing variable values and logging method calls with arguments and return values, it streamlines the debugging process, allowing developers to focus on building better applications.

The article discusses the Saga Pattern, a modern approach to ensuring data consistency in distributed systems, particularly in microservices architecture. It highlights the challenges of maintaining harmony among various services and how the Saga Pattern offers a pragmatic solution to coordinate these services effectively. This is significant as it addresses a common pain point in software development, making systems more scalable and resilient.

LogTaskr is a new productivity app designed to simplify task management by reducing unnecessary features and clicks. The creator, frustrated with the complexity of existing tools like Notion and Todoist, aimed to create a solution that allows users to focus on getting things done rather than navigating through clutter. This approach matters because it addresses a common pain point for many users who seek efficiency without the hassle, making productivity more accessible and enjoyable.