Find and compare the best Artificial Intelligence software for Windows in 2026
Sort:
Use the comparison tool below to compare the top Artificial Intelligence software for Windows on the market. You can filter results by user reviews, pricing, features, platform, region, support options, integrations, and more.
-
1
Yoink
Yoink
$20 per monthYoink is an innovative writing assistant that seamlessly integrates into your existing workflow, capturing the context of your writing and producing refined text on command. With a straightforward keyboard shortcut, Yoink functions across various applications and browsers, offering immediate, integrated assistance instead of requiring a separate chat interface. It adapts to the surrounding text to ensure consistency in tone and style, providing customizable voice profiles that you can train using your own examples, along with instant suggestions and drafts delivered precisely where you need them. Thanks to its built-in context awareness, you can incorporate URLs, documents, or code snippets, allowing Yoink to effortlessly integrate relevant details into your writing. The cross-platform desktop clients guarantee that your AI writing partner is always just a keystroke away, helping you craft emails, reports, articles, or social media posts with greater efficiency. This innovative approach not only enhances productivity but also empowers users to express their ideas more effectively. -
2
Qwen3-Coder
Qwen
FreeQwen3-Coder is a versatile coding model that comes in various sizes, prominently featuring the 480B-parameter Mixture-of-Experts version with 35B active parameters, which naturally accommodates 256K-token contexts that can be extended to 1M tokens. This model achieves impressive performance that rivals Claude Sonnet 4, having undergone pre-training on 7.5 trillion tokens, with 70% of that being code, and utilizing synthetic data refined through Qwen2.5-Coder to enhance both coding skills and overall capabilities. Furthermore, the model benefits from post-training techniques that leverage extensive, execution-guided reinforcement learning, which facilitates the generation of diverse test cases across 20,000 parallel environments, thereby excelling in multi-turn software engineering tasks such as SWE-Bench Verified without needing test-time scaling. In addition to the model itself, the open-source Qwen Code CLI, derived from Gemini Code, empowers users to deploy Qwen3-Coder in dynamic workflows with tailored prompts and function calling protocols, while also offering smooth integration with Node.js, OpenAI SDKs, and environment variables. This comprehensive ecosystem supports developers in optimizing their coding projects effectively and efficiently. -
3
Qwen Code
Qwen
FreeQwen3-Coder is an advanced code model that comes in various sizes, prominently featuring the 480B-parameter Mixture-of-Experts version (with 35B active) that inherently accommodates 256K-token contexts, which can be extended to 1M, and demonstrates cutting-edge performance in Agentic Coding, Browser-Use, and Tool-Use activities, rivaling Claude Sonnet 4. With a pre-training phase utilizing 7.5 trillion tokens (70% of which are code) and synthetic data refined through Qwen2.5-Coder, it enhances both coding skills and general capabilities, while its post-training phase leverages extensive execution-driven reinforcement learning across 20,000 parallel environments to excel in multi-turn software engineering challenges like SWE-Bench Verified without the need for test-time scaling. Additionally, the open-source Qwen Code CLI, derived from Gemini Code, allows for the deployment of Qwen3-Coder in agentic workflows through tailored prompts and function calling protocols, facilitating smooth integration with platforms such as Node.js and OpenAI SDKs. This combination of robust features and flexible accessibility positions Qwen3-Coder as an essential tool for developers seeking to optimize their coding tasks and workflows. -
4
Elastic Copilot
Elastic Copilot
$15 per monthElastic Copilot is an extension for VS Code that serves as an AI-driven programming companion, utilizing the complete context windows of top-tier models without limitations to generate production-ready code. Seamlessly integrated into the editor, it allows users to access a terminal for executing commands, installing libraries, running tests, and handling system tasks without needing to exit the workspace. The extension's file system capabilities enable users to create, modify, and organize files and directories with a comprehensive grasp of the project structure. Additionally, an in-editor web browser facilitates real-time testing of web applications, providing instant feedback on any UI modifications. Every action undertaken is meticulously documented in a development history, which permits users to review their workflow, revert to previous stages, and track the evolution of the project. Elastic Copilot stands out in its ability to produce intricate functions, resolve bugs, and refactor existing code, transforming natural language queries into well-structured implementations. By streamlining the development process, it enhances productivity and fosters a more efficient coding environment. -
5
Doco
McCarren
$12/month Doco is an AI-driven writing tool seamlessly integrated into Microsoft Word, tailored for professionals engaged in producing organized, content-rich documents. Notable Features: You can reference any document or directory from your local drive, OneDrive, or SharePoint, and utilize customized projects and workflows to effortlessly create high-quality text, tables, or presentations. With Doco’s Smart Library and adaptable drafting mechanism, it provides the appropriate context and inserts content while maintaining original formatting—eliminating the need for any further adjustments. This tool is particularly beneficial for proposal writers, legal professionals, educators, and policy researchers. Doco comes equipped with enterprise-level features such as SOC 2 Type II compliance, SSO/SAML support, and a dedicated Service Level Agreement. By using Doco, teams experience enhanced speed, uniformity, and regulatory adherence, transforming routine documents into exceptional materials. Furthermore, its intuitive interface ensures that users can maximize productivity with minimal effort. -
6
InstantMind
Noetikos LLC
$8/month (Pro) InstantMind serves as an AI-driven tool that generates mind maps and summarizes documents, converting any type of content into engaging, interactive visual formats in no time. With support for over 30 file types such as PDFs, Word documents, Excel spreadsheets, PowerPoint presentations, images, YouTube videos, and web pages, InstantMind employs sophisticated AI techniques to distill intricate information into clear visual formats. Notable features include an AI chat function that interacts with documents, personalized AI instructions, various export options (like PNG, PDF, SVG, and Markdown), a presentation mode for sharing insights, and secure cloud storage that ensures synchronization across different devices. This tool is ideal for students, professionals, researchers, and educators seeking to effectively organize, visualize, and engage with their content. Additionally, its user-friendly interface enhances productivity by making the process seamless and intuitive for users at all levels. -
7
Action Agent
WRITER
$29 per monthAction Agent is a self-sufficient AI equipped with robust enterprise controls that can independently reason, execute code, and perform tasks throughout your systems and data without the need for manual intervention. This innovative tool enables the creation of tailored agents that can utilize shared resources for both IT and business teams, facilitating their activation through a centralized interface, while also allowing for comprehensive monitoring and governance of their performance on a large scale. By processing extensive data files, Action Agent is capable of dissecting intricate datasets to produce informative charts, graphs, and presentations; it also extracts valuable insights from market competition and research, culminating in ready-to-use outputs that adhere to high-level directives. Consistently achieving top rankings in GAIA Level 3 and Computer Use metrics, Action Agent showcases its expertise in various areas such as web searching, data analysis and visualization, navigating systems and browsers, orchestrating tasks, generating files, and executing code. Additionally, an upcoming library featuring over 80 connectors will further enhance its capability to operate autonomously within genuine workflows, ensuring seamless integration with essential enterprise systems and expanding its utility. This advancement will significantly contribute to the efficiency of operations across various departments. -
8
GPT-5 mini
OpenAI
$0.25 per 1M tokensOpenAI’s GPT-5 mini is a cost-efficient, faster version of the flagship GPT-5 model, designed to handle well-defined tasks and precise inputs with high reasoning capabilities. Supporting text and image inputs, GPT-5 mini can process and generate large amounts of content thanks to its extensive 400,000-token context window and a maximum output of 128,000 tokens. This model is optimized for speed, making it ideal for developers and businesses needing quick turnaround times on natural language processing tasks while maintaining accuracy. The pricing model offers significant savings, charging $0.25 per million input tokens and $2 per million output tokens, compared to the higher costs of the full GPT-5. It supports many advanced API features such as streaming responses, function calling, and fine-tuning, while excluding audio input and image generation capabilities. GPT-5 mini is compatible with a broad range of API endpoints including chat completions, real-time responses, and embeddings, making it highly flexible. Rate limits vary by usage tier, supporting from hundreds to tens of thousands of requests per minute, ensuring reliability for different scale needs. This model strikes a balance between performance and cost, suitable for applications requiring fast, high-quality AI interaction without extensive resource use. -
9
GPT-5 nano
OpenAI
$0.05 per 1M tokensOpenAI’s GPT-5 nano is the most cost-effective and rapid variant of the GPT-5 series, tailored for tasks like summarization, classification, and other well-defined language problems. Supporting both text and image inputs, GPT-5 nano can handle extensive context lengths of up to 400,000 tokens and generate detailed outputs of up to 128,000 tokens. Its emphasis on speed makes it ideal for applications that require quick, reliable AI responses without the resource demands of larger models. With highly affordable pricing — just $0.05 per million input tokens and $0.40 per million output tokens — GPT-5 nano is accessible to a wide range of developers and businesses. The model supports key API functionalities including streaming responses, function calling, structured output, and fine-tuning capabilities. While it does not support web search or audio input, it efficiently handles code interpretation, image generation, and file search tasks. Rate limits scale with usage tiers to ensure reliable access across small to enterprise deployments. GPT-5 nano offers an excellent balance of speed, affordability, and capability for lightweight AI applications. -
10
NVIDIA Cosmos
NVIDIA
FreeNVIDIA Cosmos serves as a cutting-edge platform tailored for developers, featuring advanced generative World Foundation Models (WFMs), sophisticated video tokenizers, safety protocols, and a streamlined data processing and curation system aimed at enhancing the development of physical AI. This platform empowers developers who are focused on areas such as autonomous vehicles, robotics, and video analytics AI agents to create highly realistic, physics-informed synthetic video data, leveraging an extensive dataset that encompasses 20 million hours of both actual and simulated footage, facilitating the rapid simulation of future scenarios, the training of world models, and the customization of specific behaviors. The platform comprises three primary types of WFMs: Cosmos Predict, which can produce up to 30 seconds of continuous video from various input modalities; Cosmos Transfer, which modifies simulations to work across different environments and lighting conditions for improved domain augmentation; and Cosmos Reason, a vision-language model that implements structured reasoning to analyze spatial-temporal information for effective planning and decision-making. With these capabilities, NVIDIA Cosmos significantly accelerates the innovation cycle in physical AI applications, fostering breakthroughs across various industries. -
11
NVIDIA Isaac GR00T
NVIDIA
FreeNVIDIA's Isaac GR00T (Generalist Robot 00 Technology) serves as an innovative research platform aimed at the creation of versatile humanoid robot foundation models and their associated data pipelines. This platform features models such as Isaac GR00T-N, alongside synthetic motion blueprints, GR00T-Mimic for enhancing demonstrations, and GR00T-Dreams, which generates novel synthetic trajectories to expedite the progress in humanoid robotics. A recent highlight is the introduction of the open-source Isaac GR00T N1 foundation model, characterized by a dual-system cognitive structure that includes a rapid-response “System 1” action model and a language-capable, deliberative “System 2” reasoning model. The latest iteration, GR00T N1.5, brings forth significant upgrades, including enhanced vision-language grounding, improved following of language commands, increased adaptability with few-shot learning, and support for new robot embodiments. With the integration of tools like Isaac Sim, Lab, and Omniverse, GR00T enables developers to effectively train, simulate, post-train, and deploy adaptable humanoid agents utilizing a blend of real and synthetic data. This comprehensive approach not only accelerates robotics research but also opens up new avenues for innovation in humanoid robot applications. -
12
Hyprnote
Hyprnote
$8 per monthHyprnote is a cutting-edge, open-source notepad designed specifically for professionals who often find themselves in back-to-back meetings, emphasizing a local-first approach powered by AI. The application transcribes and summarizes discussions directly on your device, ensuring that no data is uploaded to the cloud. By utilizing open-source models such as Whisper and HyprLLM, it captures audio from both your microphone and system audio during meetings, delivering real-time transcripts and well-crafted summaries that seamlessly merge your informal notes with contextual insights from the conversation. Users have the flexibility to tailor their experience with customizable templates and autonomy settings, allowing them to determine how much the AI modifies their input, whether they prefer to keep it close to their original notes or to generate more polished narratives. Additionally, the platform includes an integrated AI chat feature that can respond to inquiries like "What were the action items?" and "Translate this to Spanish." It also supports various extensions and workflow automations, while offering integration with popular tools such as Obsidian and Apple Calendar, along with options for enterprise-ready self-hosting. Overall, Hyprnote is a versatile tool that enhances productivity and streamlines the note-taking process for busy professionals. -
13
AI Work
AI Work
AI Work transforms how professionals work by delivering AI work models specifically built for targeted business functions. From Orion AI for in-depth equity research to Hermes AI for 24/7 market monitoring, each model is optimized for maximum efficiency and accuracy. Olympus AI runs market simulations for testing strategies, Luca AI automates accounting and reporting, Freddie AI streamlines recruitment, and Yumi AI enhances customer engagement. These ready-to-deploy solutions are supported by the option to create fully customized AI work models for unique industry needs. The platform’s technology drastically reduces turnaround times—reports that once took hours can now be generated in minutes. Operational costs are equally impacted, with savings of over $50,000 annually in certain use cases. With AI Work, organizations achieve consistent and reliable outputs that align precisely with their exact business requirements. Whether you’re in finance, HR, customer service, or analytics, AI Work delivers specialist AI that works as hard as your team. -
14
Amical
Amical
FreeAmical is an innovative, open-source desktop application that harnesses AI technology for dictation and note-taking, allowing users to dictate hands-free, transcribe meetings, and jot down notes with incredible speed, precision, and a focus on privacy. It utilizes both local and cloud-based AI models, enabling users to effortlessly switch between providers to achieve the perfect mix of speed, accuracy, and control, while also comprehending the context of various applications to automatically format text in a style that fits each platform. Users have the ability to tailor transcription accuracy with custom vocabulary that includes industry-specific terms, proper nouns, and personal language, as well as create personalized voice shortcuts to streamline workflows or dictate across different applications. Supporting multilingual dictation, Amical boasts capabilities in over 50 languages with native-level accuracy. Among its many features, users will find a user-friendly floating widget for quick access, voice-activated commands for ease of use, customizable hotkeys, a history of transcriptions, and additional tools designed to enhance the overall experience. With its comprehensive functionalities, Amical is poised to revolutionize the way individuals approach dictation and note-taking tasks. -
15
Parlant
Parlant
FreeParlant is an open-source framework that is ready for production and designed specifically for creating AI chat agents that adhere to compliance standards while effectively managing increasing complexity. It empowers developers to construct conversational agents that are adaptive, iterative, and transparent by utilizing natural-language behavior modeling techniques which include various elements like guidelines, journeys, canned responses, retrievers, glossaries, and tools, all of which can be version-controlled through Git. The framework's guidelines allow for nuanced adjustments to agent behavior based on context, while journeys outline multi-step interaction pathways; canned responses maintain uniformity in critical situations, and explainability tools offer insights into the reasoning behind decisions made by the agents. Additionally, the tools necessitate alignment with guidelines for operation, creating a clear distinction between business logic and conversational behavior, which facilitates collaboration between developers and business professionals. Moreover, built-in functionalities such as session persistence, tracking of tool results across sessions, and an easily integrable React chat widget further enhance the installation process, making it straightforward for developers to implement. This comprehensive approach ensures that users can create highly functional and compliant conversational agents tailored to specific needs. -
16
Adobe Acrobat Studio
Adobe
$24.99/month Adobe Acrobat Studio reimagines PDF productivity by merging powerful editing, signing, and organizing tools with advanced AI capabilities. With PDF Spaces, users can transform static files into interactive, searchable hubs where they can ask questions, receive AI-driven summaries, and access insights in seconds. The AI Assistant extends beyond summarization to help highlight key terms, clarify complex contracts, and recommend next steps, making it especially valuable for sales, legal, and real estate professionals. Alongside these AI tools, Acrobat Studio delivers Adobe’s full suite of PDF features, including editing text and images, creating forms, redacting, comparing versions, and protecting sensitive content. The integration of Adobe Express Premium allows users to design branded collateral directly within the platform, from marketing materials to social posts, without relying on external tools. Seamless compatibility with Microsoft 365, Dropbox, and Adobe Creative Cloud ensures smoother workflows across devices and teams. Businesses also benefit from secure, binding e-signatures that simplify approvals while maintaining compliance. Positioned as Adobe’s most complete PDF solution, Acrobat Studio enables faster insights, streamlined collaboration, and standout content creation. -
17
Qoder
Qoder
$20/month Qoder is a sophisticated coding platform designed specifically for genuine software development, surpassing standard code completion by integrating advanced context engineering with intelligent AI agents that possess a profound understanding of your project. It enables developers to assign intricate, asynchronous tasks via its Quest Mode, wherein agents operate independently to provide complete results, while also allowing for enhanced functionality through Model Context Protocol (MCP) integrations that connect with various external tools and services. Additionally, Qoder’s Memory system captures coding style, project-specific insights, and reusable context to guarantee consistent, project-aware outputs throughout the development process. Developers can engage in chat for advice or code recommendations, maintain a Repo Wiki for consolidating knowledge, and exercise control over behavior through Rules to ensure that AI-generated work remains secure and guided. This combination of context-sensitive automation, agent delegation, and customizable AI behavior not only empowers teams to think more critically and code more effectively but also fosters an environment where innovation and collaboration can thrive. Through these features, Qoder revolutionizes the coding experience, making it more efficient and aligned with the specific needs of each project. -
18
Rewrait
Rewrait
$4.99 per monthRewrait is an innovative writing assistant that harnesses the power of AI to provide real-time enhancements in grammar and style, coupled with sophisticated capabilities for detecting and rewriting text, making it a superior alternative to conventional tools such as Grammarly and QuillBot. It offers context-sensitive suggestions through features like one-click improvements, intelligent prompts, live text analysis, and on-the-spot rewriting, which help maintain a consistent tone in various forms of communication, including emails, documents, and chat applications. Users can also establish personalized style guides, team libraries, and branded templates to ensure a cohesive voice throughout their written content. Furthermore, Rewrait supports over 100 languages, providing precise translations and localization that are aware of context, along with AI-driven identification of AI-generated text. Tailored for productivity, it includes keyboard shortcuts, smooth integrations with applications, batch processing capabilities, and one-click text replacement, enabling rapid editing across multiple platforms. Overall, Rewrait not only streamlines the writing process but also enhances collaboration among teams by ensuring that everyone adheres to the same style and tone guidelines. -
19
Business Pulse
Business Pulse
$99/user/ month Business Pulse redefines analytics by putting AI-driven insights directly into the hands of business users through a natural language chat interface. Instead of waiting for reports or depending on technical teams, users can query their data in real time and receive instant responses in the form of charts, summaries, or downloadable tables. This conversational approach to analytics not only accelerates decision-making but also enhances collaboration by ensuring all stakeholders access the same centralized platform. By integrating with multiple tools and data warehouses, Business Pulse eliminates fragmentation and consolidates company-wide insights. The platform also addresses common business challenges such as delayed reporting, limited visibility, and disconnected data silos. Its AI engine goes beyond surface-level dashboards by identifying anomalies, highlighting opportunities, and contextualizing business performance. Companies can choose to fully customize Business Pulse for their systems or deploy it as a managed service. Ultimately, it empowers teams to move faster, think deeper, and act confidently with data at their fingertips. -
20
DialLink
DialLink
$15/month DialLink is a cloud-based telephony solution tailored for small to medium-sized businesses and startups. It integrates sophisticated call management, AI-driven voice assistants, and business messaging into a single, streamlined platform, simplifying the oversight of both incoming and outgoing communications while enhancing responsiveness and maintaining a polished professional image. However, DialLink offers much more than the essentials; its integrated AI can automate everyday tasks such as call answering, inquiry routing, generating call summaries, and providing suggested responses to messages. This functionality allows teams to reclaim valuable time, minimize manual tasks, and ensure a consistently high standard of customer engagement across various communication channels. Designed for the modern, adaptable workforce, DialLink accommodates remote, hybrid, and in-office work arrangements with complete Bring Your Own Device (BYOD) support. Regardless of whether employees are using a smartphone, desktop computer, or traditional desk phone, they can remain connected and effective from virtually anywhere. Additionally, the system boasts easy plug-and-play installation, eliminating the need for specialized IT skills, making it accessible for any organization. -
21
ProfileSpider
ProfileSpider
$12/month/ user ProfileSpider is a cutting-edge AI-driven browser extension designed for the seamless saving, organizing, and exporting of profiles from any website with a single click. With no need for coding or complicated setups, the innovative engine of ProfileSpider comprehends the structure of any site, allowing it to swiftly capture individual or bulk profiles from various platforms such as LinkedIn, Facebook, GitHub, and others. The information is stored locally, ensuring your privacy is fully protected while providing features to manage, tag, and export your collected data in CSV, JSON, or Excel formats. Ideal for professionals in recruiting, marketing, research, or sales, ProfileSpider streamlines the process of gathering profiles, making it both quick and secure, while keeping user experience at the forefront. Furthermore, the tool's intuitive interface means users can easily navigate through their saved profiles without any hassle. -
22
AIclicks
AIclicks
$59/month AIclicks is a Generative Engine Optimization (GEO) platform that tracks and grows your brand's visibility across AI search engines. It monitors brand mentions across ChatGPT, Perplexity, Gemini, Claude, Grok, DeepSeek, Meta AI, and Google AI Overviews in real time, pulling from a database of 120M+ AI conversations to show the exact prompts buyers use when searching for products like yours. The platform runs a full AI visibility audit, benchmarks your brand against competitors, and identifies which sources AI engines cite instead of you. Built-in AI agents then create and publish citation-optimized content in 100+ languages, closing the gaps fast. Weekly reports track brand mentions, share of voice, sentiment, and citation sources so you know what is working and what to fix next. Among AI search visibility tools, AIclicks is the most practical platform for teams that need to act, not just monitor. Every audit, report, and recommendation ties directly to a clear next step, so you spend less time reading dashboards and more time winning citations. Brands using AIclicks see leads from AI recommendations convert 23x better than leads from Google. The platform serves 900+ brands and 400+ agencies across SaaS, e-commerce, and B2B, helping them show up in AI answers before competitors do. -
23
JobMojito
FreshMint AI
€69 for 100 Credits/Quarter JobMojito streamlines the candidate pre-screening process by facilitating real-time interactions with a sophisticated AI avatar. Following the interview, candidates are presented with a results screen that includes options for providing consent. This platform is equipped with numerous features aimed at improving the interview experience, such as an AI-driven interview creator and a customizable interview portal. Moreover, it includes selection tools, conditional questioning, options for interview customization and scoring, and support for interviews in multiple languages. The platform’s efficient candidate management system, along with its advanced fraud detection capabilities, effectively identifies any suspicious activities. Additionally, it offers seamless API and ATS integrations, while ensuring compliance with GDPR and the EU AI Act, catering specifically to the European market. JobMojito is crafted to minimize manual tasks and cut down on recruitment expenses through intelligent automation. By leveraging these innovative tools, we can collectively redefine the hiring landscape for the better. Let’s embark on this transformative journey together. -
24
Remaker AI
Remaker AI
$5.99 per monthRemaker AI is an innovative, cloud-based image editing platform that utilizes artificial intelligence to streamline various tasks such as background removal, image upscaling, face swapping, “magic erasing,” and stylizing images. It features an array of tools, including free face swaps for photos and videos, an image upscaler, a background remover, a magic eraser, an AI-driven photo editor, and a unique “Image to Video” converter that transforms static images into dynamic videos using templates; additionally, it offers an anime-style image generator, a filter reminiscent of Studio Ghibli, a headshot generator, and a video enhancer that upgrades low-resolution videos to 4K quality. The platform prioritizes user-friendliness, enabling many functions to be executed with a single click, and provides a user interface that is compatible with both desktop and mobile devices. Remaker AI asserts that it uses sophisticated models to ensure high accuracy, protect user privacy and data security, and deliver consistent performance along with regular updates for quality assurance. Instead of a subscription model, the payment system is credit-based, allowing users to purchase only the credits they require, which do not expire. This flexibility in payment, alongside the robust features and ease of accessibility, makes Remaker AI a compelling choice for creative individuals looking for efficient image editing solutions. -
25
Genspark AI Browser
Genspark
FreeThe Genspark AI Browser serves as a desktop application that incorporates integrated AI functionalities, which operate directly on the user's device without requiring an internet connection for essential model outputs. It boasts “Super Agent” features that enhance web navigation by assisting with product comparisons, reviewing analyses, discovering better deals, and facilitating informed choices across various websites. Additionally, it has an “Autopilot Mode” that allows for automated browsing through feeds, information gathering, accessing premium databases, and executing intricate online tasks without requiring user input. To ensure a more seamless experience, the browser includes ad-blocking capabilities that automatically eliminate banners, pop-ups, and other disruptive advertisements, resulting in a swifter browsing journey. Furthermore, the browser hosts an “MCP Store” that enables users to link their browser to a selection of over 700 tools, streamlining workflow automation. With a focus on user privacy through on-device AI, the browser aims to enhance speed and minimize obstacles in activities like browsing, shopping, researching, and other online endeavors while continuously adapting to user needs.