ERNIE X1.1 vs. ERNIE 4.5 Turbo

Google AI Studio serves as an intuitive, web-based platform that simplifies the process of engaging with advanced AI technologies. It functions as an essential gateway for anyone looking to delve into the forefront of AI advancements, transforming intricate workflows into manageable tasks suitable for developers with varying expertise. The platform grants effortless access to Google's sophisticated Gemini AI models, fostering an environment ripe for collaboration and innovation in the creation of next-generation applications. Equipped with tools that enhance prompt creation and model interaction, developers are empowered to swiftly refine and integrate sophisticated AI features into their work. Its versatility ensures that a broad spectrum of use cases and AI solutions can be explored without being hindered by technical challenges. Additionally, Google AI Studio transcends mere experimentation by promoting a thorough understanding of model dynamics, enabling users to optimize and elevate AI effectiveness. By offering a holistic suite of capabilities, this platform not only unlocks the vast potential of AI but also drives progress and boosts productivity across diverse sectors by simplifying the development process. Ultimately, it allows users to concentrate on crafting meaningful solutions, accelerating their journey from concept to execution.

Completely managed machine learning tools facilitate the rapid construction, deployment, and scaling of ML models tailored for various applications. Vertex AI Workbench seamlessly integrates with BigQuery Dataproc and Spark, enabling users to create and execute ML models directly within BigQuery using standard SQL queries or spreadsheets; alternatively, datasets can be exported from BigQuery to Vertex AI Workbench for model execution. Additionally, Vertex Data Labeling offers a solution for generating precise labels that enhance data collection accuracy. Furthermore, the Vertex AI Agent Builder allows developers to craft and launch sophisticated generative AI applications suitable for enterprise needs, supporting both no-code and code-based development. This versatility enables users to build AI agents by using natural language prompts or by connecting to frameworks like LangChain and LlamaIndex, thereby broadening the scope of AI application development.

LM-Kit.NET serves as a comprehensive toolkit tailored for the seamless incorporation of generative AI into .NET applications, fully compatible with Windows, Linux, and macOS systems. This versatile platform empowers your C# and VB.NET projects, facilitating the development and management of dynamic AI agents with ease. Utilize efficient Small Language Models for on-device inference, which effectively lowers computational demands, minimizes latency, and enhances security by processing information locally. Discover the advantages of Retrieval-Augmented Generation (RAG) that improve both accuracy and relevance, while sophisticated AI agents streamline complex tasks and expedite the development process. With native SDKs that guarantee smooth integration and optimal performance across various platforms, LM-Kit.NET also offers extensive support for custom AI agent creation and multi-agent orchestration. This toolkit simplifies the stages of prototyping, deployment, and scaling, enabling you to create intelligent, rapid, and secure solutions that are relied upon by industry professionals globally, fostering innovation and efficiency in every project.

The launch of the Seedance 1.0 API signals a new era for generative video, bringing ByteDance’s benchmark-topping model to developers, businesses, and creators worldwide. With its multi-shot storytelling engine, Seedance enables users to create coherent cinematic sequences where characters, styles, and narrative continuity persist seamlessly across multiple shots. The model is engineered for smooth and stable motion, ensuring lifelike expressions and action sequences without jitter or distortion, even in complex scenes. Its precision in instruction following allows users to accurately translate prompts into videos with specific camera angles, multi-agent interactions, or stylized outputs ranging from photorealistic realism to artistic illustration. Backed by strong performance in SeedVideoBench-1.0 evaluations and Artificial Analysis leaderboards, Seedance is already recognized as the world’s top video generation model, outperforming leading competitors. The API is designed for scale: high-concurrency usage enables simultaneous video generations without bottlenecks, making it ideal for enterprise workloads. Users start with a free quota of 2 million tokens, after which pricing remains cost-effective—as little as $0.17 for a 10-second 480p video or $0.61 for a 5-second 1080p video. With flexible options between Lite and Pro models, users can balance affordability with advanced cinematic capabilities. Beyond film and media, Seedance API is tailored for marketing videos, product demos, storytelling projects, educational explainers, and even rapid previsualization for pitches. Ultimately, Seedance transforms text and images into studio-grade short-form videos in seconds, bridging the gap between imagination and production.

AthenaHQ is a platform dedicated to Generative Engine Optimization (GEO), designed to help businesses dominate AI-driven brand discovery. The platform supports real-time monitoring of brand mentions and perception in AI-generated content, enabling businesses to refine their AI strategy. AthenaHQ integrates advanced tools for competitor analysis, AI search volume tracking, and sentiment analysis, providing businesses with crucial insights to adjust and optimize their approach. By focusing on AI readability and structured data, AthenaHQ helps brands enhance their visibility across generative search engines, positioning them for long-term success as the search landscape shifts towards AI-driven discovery.

ACI Learning delivers hands-on IT and cybersecurity training that goes beyond theory—helping learners build real, job-ready skills that stick. Our approach is practical and results-driven, combining immersive virtual labs, certification prep, and instruction led by seasoned industry professionals who understand what it takes to succeed in the field. Whether you’re managing a team or investing in your own growth, myACI—ACI Learning’s all-in-one training platform—bridges the gap between learning and doing. It’s designed to transform knowledge into measurable performance, empowering learners to apply what they’ve learned immediately on the job. myACI keeps engagement high with expert-led video content, gamified elements like skill points and microcredentials, and personalized learning paths. For leaders, robust dashboards and analytics make it easy to assign training, track progress, and connect learning to business outcomes. Enterprise-ready and globally trusted, myACI also offers Marketplace access to expand training beyond IT and cybersecurity. Scalable, flexible, and built for today’s workforce, ACI Learning helps you build a stronger team and prove the ROI of every training initiative.

Maximizing the value of your first-party data is essential for success. D&B Connect offers a customizable master data management solution that is self-service and capable of scaling to meet your needs. With D&B Connect's suite of products, you can break down data silos and unify your information into one cohesive platform. Our extensive database, featuring hundreds of millions of records, allows for the enhancement, cleansing, and benchmarking of your data assets. This results in a unified source of truth that enables teams to make informed business decisions with confidence. When you utilize reliable data, you pave the way for growth while minimizing risks. A robust data foundation empowers your sales and marketing teams to effectively align territories by providing a comprehensive overview of account relationships. This not only reduces internal conflicts and misunderstandings stemming from inadequate or flawed data but also enhances segmentation and targeting efforts. Furthermore, it leads to improved personalization and the quality of leads generated from marketing efforts, ultimately boosting the accuracy of reporting and return on investment analysis as well. By integrating trusted data, your organization can position itself for sustainable success and strategic growth.

Ango Hub serves as a comprehensive and quality-focused data annotation platform tailored for AI teams. Accessible both on-premise and via the cloud, it enables efficient and swift data annotation without sacrificing quality. What sets Ango Hub apart is its unwavering commitment to high-quality annotations, showcasing features designed to enhance this aspect. These include a centralized labeling system, a real-time issue tracking interface, structured review workflows, and sample label libraries, alongside the ability to achieve consensus among up to 30 users on the same asset. Additionally, Ango Hub's versatility is evident in its support for a wide range of data types, encompassing image, audio, text, and native PDF formats. With nearly twenty distinct labeling tools at your disposal, users can annotate data effectively. Notably, some tools—such as rotated bounding boxes, unlimited conditional questions, label relations, and table-based labels—are unique to Ango Hub, making it a valuable resource for tackling more complex labeling challenges. By integrating these innovative features, Ango Hub ensures that your data annotation process is as efficient and high-quality as possible.

Cloud SQL provides a fully managed relational database service compatible with MySQL, PostgreSQL, and SQL Server, featuring extensive extensions, configuration options, and a supportive developer ecosystem. New customers can take advantage of $300 in credits, allowing them to explore the service without any initial charges until they choose to upgrade. By leveraging fully managed databases, organizations can significantly decrease their maintenance expenses. Round-the-clock assistance from the SRE team ensures that services remain reliable and secure. Data is safeguarded through encryption both during transit and when at rest, providing top-tier security measures. Additionally, private connectivity through Virtual Private Cloud, along with user-governed network access and firewall protections, contributes to enhanced safety. With compliance to standards such as SSAE 16, ISO 27001, PCI DSS, and HIPAA, you can confidently trust that your data is well-protected. Scaling your database instances is as easy as making a single API request, accommodating everything from preliminary tests to the demands of a production environment. The use of standard connection drivers combined with integrated migration tools allows for quick setup and connection to databases in mere minutes. Moreover, you can revolutionize your database management experience with AI-powered support from Gemini, which is currently in preview on Cloud SQL. This innovative feature not only boosts development efficiency but also optimizes performance while simplifying the complexities of fleet management, governance, and migration processes, ultimately transforming how you handle your database needs.

BigQuery serves as a serverless, multicloud data warehouse that simplifies the handling of diverse data types, allowing businesses to quickly extract significant insights. As an integral part of Google’s data cloud, it facilitates seamless data integration, cost-effective and secure scaling of analytics capabilities, and features built-in business intelligence for disseminating comprehensive data insights. With an easy-to-use SQL interface, it also supports the training and deployment of machine learning models, promoting data-driven decision-making throughout organizations. Its strong performance capabilities ensure that enterprises can manage escalating data volumes with ease, adapting to the demands of expanding businesses. Furthermore, Gemini within BigQuery introduces AI-driven tools that bolster collaboration and enhance productivity, offering features like code recommendations, visual data preparation, and smart suggestions designed to boost efficiency and reduce expenses. The platform provides a unified environment that includes SQL, a notebook, and a natural language-based canvas interface, making it accessible to data professionals across various skill sets. This integrated workspace not only streamlines the entire analytics process but also empowers teams to accelerate their workflows and improve overall effectiveness. Consequently, organizations can leverage these advanced tools to stay competitive in an ever-evolving data landscape.