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Meta cracks down on 'unoriginal' content, removing 10M fake accounts. New measures limit violators' reach while protecting transformative works. Original videos get priority; AI-generated low-quality content is discouraged. Creators can track visibility via a professional dashboard.....

Microsoft has released the public preview of Deep Research, a new service called Azure AI Foundry. This service functions as a research assistant similar to OpenAI agents. It can automatically break down complex tasks, perform multi-turn information retrieval and verification using Bing search and GPT models, and generate audit-able research reports. The service is applicable to fields such as academia, finance, and healthcare, and supports API integration, significantly improving research efficiency. Applications are now open, and developers can integrate its automation capabilities into their own applications.

Microsoft launches the Deep Research research tool, which integrates Bing search and OpenAI technology to automate research. The tool uses the core technology o3-deep-research, with a workflow that includes four key steps: first, interacting with GPT-4o/4.1 to clarify user requirements; second, calling Bing to retrieve the latest data; third, performing intelligent analysis and reasoning; finally, generating a structured report containing answers, reasoning process, cited sources, and clarification records. The tool supports integration with Azure AI

Recently, Perplexity launched a new feature called PerMAXity, which enables the creation of laboratories through scheduled tasks, allowing users to obtain comprehensive financial reports for their investment portfolios without the need for manual analysts. This innovative feature has attracted widespread attention due to its efficiency and intelligence. PerMAXity: A New Benchmark in Automated Financial Analysis. PerMAXity is a groundbreaking feature introduced by Perplexity, allowing users to automatically generate detailed financial reports for each asset in their investment portfolio through pre-designed scheduled tasks. Regardless

In-depth analysis of this revolutionary AI hardware design tool, Enzzo PM, unveiling how its two core modules, TORQUE and AMPLIFY, shorten tasks like generating product requirement documents and competitor analysis from weeks to mere hours. The article also features practical test cases and business value assessments. It is especially suitable for hardware development teams, start-ups, and manufacturers.

This article provides an in-depth analysis of the innovative architecture and technical advantages of the Kimi-Dev-72B open source large model, exploring how it addresses efficiency pain points in software development through its three-stage training paradigm and environment-integrated reinforcement learning mechanism, featuring core functions such as automated issue localization and precise code repair.

ByteDance has officially released UI-TARS-1.5 on the Hugging Face platform, an open-source multimodal agent built upon a powerful vision-language model. This release marks another significant breakthrough for ByteDance in the field of AI automated interaction, providing developers and users with a highly efficient and intelligent cross-platform GUI (Graphical User Interface) automation solution. UI-TARS-1.5: A New Benchmark for Multimodal Agents. UI-TARS-1.5 is the latest in ByteDance's UI-TARS series...

Bug fixing is a persistent challenge in software development. ByteDance's Doubao large model team has exciting news: they've launched Multi-SWE-bench, the first multi-lingual software engineering (SWE) dataset. This new dataset aims to evaluate and improve the ability of large models to automatically fix code errors. Multi-SWE-bench significantly expands the scope compared to previous single-language datasets. It covers not only Python, but also...

OpenAI, a leading artificial intelligence company, recently announced the launch of its Evals API. This new tool has generated significant excitement among developers and the tech community. The Evals API allows users to programmatically define tests, automate evaluation workflows, and rapidly iterate on prompts. This launch marks a shift from manual to highly automated model evaluation, providing developers with more flexible and efficient tools to accelerate AI application development.

Google's NotebookLM has launched a new feature, "Discover Sources," designed to help users easily access relevant information from the web. As a powerful learning tool, NotebookLM allows users to describe a topic of interest, and the system quickly finds and summarizes relevant web content. Users can easily add these sources to their notebooks with a single click for convenient access and future use. This new feature offers a streamlined and user-friendly experience. Users in Noteboo...

Microsoft recently open-sourced a new multimodal AI Agent foundation model called "Magma" on its official website. This novel AI boasts the ability to traverse both the digital and physical worlds, processing various data types such as images, videos, and text simultaneously. Unlike traditional AI assistants, Magma's unique capability lies in its psychological prediction function, allowing for more accurate understanding of the intentions and future behavior of individuals or objects within videos. Magma's applications are vast; users can leverage this AI for a wide range of tasks.

Recently, research teams from Tsinghua University, Fudan University, and Stanford University jointly released an Agent development framework called 'Eko'. This framework aims to help developers quickly build production-ready 'virtual employees' using simple code and natural language. The Eko framework can take over a user's computer and browser, performing various tedious tasks on behalf of humans. With Eko, users can achieve automated data collection, testing, and file management, among other functionalities. For instance, users can set Eko to automatically gather information from Yahoo Finance.

With the development of digital art, automated image processing technology has received increasing attention. Recently, a research team from Tsinghua University and Tencent's ARC Lab proposed a novel image sequence coloring model called ColorFlow. This model aims to address the challenge of maintaining consistency in character and object identity while coloring black and white image sequences, fulfilling the practical needs of industries such as comics and animation. ColorFlow is a three-stage diffusion base framework that leverages contextual information by utilizing a reference image pool for black and white.

Recently, Google updated its terms of use for generative AI, clearly stating that customers can deploy its generative AI tools for 'automated decision-making' in 'high-risk' areas such as healthcare, provided there is human oversight. According to the updated 'Generative AI Prohibition Policy' released by Google on Tuesday, customers can use Google's generative AI to make 'automated decisions' that may have a 'significant adverse impact' on individual rights, as long as there is some form of human oversight involved.

In Pasadena, California, the world's first fully automated AI restaurant - CaliExpress - is set to open in the coming weeks. Located at 561 East Green Street near Madison Avenue, the restaurant is dedicated to driving innovation in the food service industry. CaliExpress collaborates with leading tech companies Miso Robotics and PopID, utilizing advanced automation and artificial intelligence technologies. The kitchen of CaliExpress is equipped with Miso R