Build desired counters in the system, record, monitor, and notify them regularly. Allow for the tuning of what to check, what to record, and what to notify. You are going to need regular monitoring and tweaking for the best efficiency.
Why VoiceAI is the key to unlocking the next significant innovation in the Ed...CoreView Systems
The document discusses 10 ways that voice artificial intelligence (VoiceAI) can enhance education. It explains how VoiceAI can 1) offer personalized learning paths tailored to individual students, 2) improve accessibility for visually impaired or disabled learners, and 3) enable real-time language practice to facilitate faster acquisition. Additionally, it notes VoiceAI can 4) create interactive learning experiences, 5) provide automated assessment and feedback, 6) support teachers by automating tasks, 7) enable lifelong learning opportunities, 8) generate data-driven insights, 9) incorporate gamification to boost engagement, and 10) potentially disrupt traditional classroom models.
How to Incorporate VoiceAI into Your Education Industry A Step-by-Step Guide ...CoreView Systems
The document outlines a 9-step guide for integrating voice AI technology into education products and platforms. It recommends identifying objectives and use cases, choosing an appropriate voice AI provider, collecting and preparing training data, training a voice model, designing voice-enabled interfaces, implementing natural language processing, ensuring security and compliance, thorough testing, and ongoing monitoring and optimization. The goal is to enhance learning experiences, improve accessibility, and streamline administrative tasks using voice AI.
Voice AI in Healthcare Revolutionizing Patient Care and Medical Records.pdfCoreView Systems
Voice AI is revolutionizing healthcare by enabling virtual nursing assistants to engage patients, streamlining medical records to improve access and accuracy, and creating personalized treatment plans to enhance diagnostic accuracy and outcomes. Additionally, voice AI allows for remote patient monitoring, natural language processing to aid diagnostics, improved patient engagement through education and self-management support, real-time language translation to overcome language barriers, and enhanced clinical decision support through evidence-based recommendations. While voice AI provides benefits, concerns around data privacy, consent, and AI biases must be addressed to ensure patient trust and safety.
The Future of Education Industry with VoiceAI An Expert Roundtable Discussion...CoreView Systems
The document discusses 10 ways that voice artificial intelligence (VoiceAI) could impact education: 1) It can provide personalized learning by analyzing students' voices and tailoring instruction, 2) It can increase accessibility for those with disabilities by converting text to speech, 3) It can help language learning with pronunciation feedback and practice conversations, 4) It can offer adaptive assessments by analyzing responses and providing targeted feedback, 5) It can act as virtual tutors to provide personalized guidance, 6) It can create immersive multimodal experiences by integrating with AR/VR, 7) It can assist research by analyzing text and generating insights, 8) It can enable collaborative learning through voice-enabled platforms, 9) It can automate content creation to
The Top 10 Benefits of Using VoiceAI in Customer Support (1).pdfCoreView Systems
VoiceAI technology provides several benefits for customer support including: enhanced customer experience through accurate personalized responses; increased efficiency by automating routine tasks and reducing response times; and cost savings by reducing the need for additional agents. It also improves accuracy by eliminating human errors, provides 24/7 availability, is scalable to handle large volumes, offers data insights, supports multiple languages, and provides personalized support - giving businesses a competitive advantage.
How can trust and user adoption be built in VoiceAI-enabled customer service ...CoreView Systems
Transparency in how user data is collected and used, accuracy and reliability in responses, and natural language processing are key to building trust in voice AI customer service products. The system should also personalize to individual users, exhibit empathy, support multiple languages, handle errors gracefully, encourage user feedback, and have human backup options. Regular updates and maintenance will help ensure the voice AI system remains reliable and addresses emerging needs.
How to Incorporate VoiceAI into Your Customer Service Product A Step-by-Step ...CoreView Systems
This document outlines a 9-step guide for incorporating voice AI into a customer service product: 1) Define objectives; 2) Choose a voice AI platform; 3) Design conversational flows; 4) Collect and annotate training data; 5) Train voice AI models; 6) Implement integration; 7) Handle complex scenarios; 8) Perform testing; and 9) Monitor and improve performance.
The Future of Customer Service Industry with VoiceAI (3).pdfCoreView Systems
The document discusses how voice artificial intelligence (VoiceAI) can enhance the customer service industry. It outlines 10 ways VoiceAI can be used: 1) Developing voice-enabled virtual assistants, 2) Understanding customer queries through natural language processing, 3) Integrating support across channels seamlessly, 4) Empowering customers with self-service tools, 5) Personalizing experiences based on customer data, 6) Providing proactive support by predicting issues, 7) Authenticating customers securely using voice biometrics, 8) Facilitating multilingual communication through real-time translation, 9) Analyzing sentiment and responding empathetically, and 10) Continuously improving through learning from interactions.
GPT-4 is described as having more advanced capabilities than GPT-3.5 in several areas such as understanding different dialects and emotions, synthesizing information from multiple sources to provide more comprehensive answers, generating more coherent and creative content like stories, solving complex math and science problems, programming abilities, analyzing images and generating captions, and ensuring more ethical and reliable responses by reducing inappropriate or biased responses. While GPT-4 and GPT-3.5 have the same data cutoff date, GPT-4 has more parameters at 175 billion compared to GPT-3.5's 13.5 billion parameters.
ChatGPT has gained public attention for its ability to write articles, crack exams, and even create an entire TV episode. This has sparked debate about whether machines could become smarter than humans and take over jobs. However, while ChatGPT is useful for assisting with certain tasks, humans will still be needed to do real jobs and take responsibility, as machines only pattern match based on large data while humans can infer and form rules from limited data. For most jobs, the day where AI surpasses human intelligence has not yet arrived.
5 Ways VoiceAI is Revolutionizing Healthcare (6).pdfCoreView Systems
The document discusses 5 ways that voice artificial intelligence (VoiceAI) is revolutionizing healthcare:
1) By automating medical documentation through transcription, reducing errors and saving time.
2) By improving patient engagement and satisfaction through voice-enabled reminders and education.
3) By assisting in diagnosis and treatment through voice analysis to detect medical conditions.
10 Points On AI & ML in Enterprise Product Development.pdfCoreView Systems
AI and ML can help optimize every stage of product development by generating new ideas, automating testing and tasks, and providing insights from data analysis. ML models can identify patterns in product data to understand customer needs and preferences, while AI can assist in creating more efficient designs. During maintenance, AI tools can detect and diagnose problems in real-time to reduce downtime. AI also automates repetitive tasks, improves data visualization, and enhances security, personalization, and customer service. With these capabilities, AI helps drive business growth through optimized products, marketing, and sales strategies.
Teaming up with competitors can be beneficial in certain situations, such as when one company lacks the resources or expertise to complete a project or fulfill an order, or when a company is facing challenges in scaling their product. Examples of successful collaborations include one company providing resources to help another company execute a project, or two companies working together to resolve an issue. This type of collaboration can lead to long-term business growth and the building of strong relationships. It's important to evaluate each challenge and opportunity from this perspective to find other potential ways to collaborate with competitors.
CoreView had an opportunity to develop ML-based business solutions for a
variety of small and mid-sized customers across industries and functions like
Cyber Security, Digital Marketing, Hospitality, Services …to name a few.
Ever since 2017 multiple reports were published by the Gartners, IBMs, and
other business analysts that more than 80% of the Big Data & AI, ML
projects fail due to a lack of reliable data infrastructure.
The condition today is not very different, you may disagree with me on this
Handling of undesired scenarios/events like product replacements/refunds
plays a crucial part in defining the customer experience, especially when it
comes to the most competitive industry – the E-commerce business.
Societal challenges of AI: biases, multilinguism and sustainabilityJordi Cabot
Towards a fairer, inclusive and sustainable AI that works for everybody.
Reviewing the state of the art on these challenges and what we're doing at LIST to test current LLMs and help you select the one that works best for you
Join Ajay Sarpal and Miray Vu to learn about key Marketo Engage enhancements. Discover improved in-app Salesforce CRM connector statistics for easy monitoring of sync health and throughput. Explore new Salesforce CRM Synch Dashboards providing up-to-date insights into weekly activity usage, thresholds, and limits with drill-down capabilities. Learn about proactive notifications for both Salesforce CRM sync and product usage overages. Get an update on improved Salesforce CRM synch scale and reliability coming in Q2 2025.
Key Takeaways:
Improved Salesforce CRM User Experience: Learn how self-service visibility enhances satisfaction.
Utilize Salesforce CRM Synch Dashboards: Explore real-time weekly activity data.
Monitor Performance Against Limits: See threshold limits for each product level.
Get Usage Over-Limit Alerts: Receive notifications for exceeding thresholds.
Learn About Improved Salesforce CRM Scale: Understand upcoming cloud-based incremental sync.
Discover why Wi-Fi 7 is set to transform wireless networking and how Router Architects is leading the way with next-gen router designs built for speed, reliability, and innovation.
Scaling GraphRAG: Efficient Knowledge Retrieval for Enterprise AIdanshalev
If we were building a GenAI stack today, we'd start with one question: Can your retrieval system handle multi-hop logic?
Trick question, b/c most can’t. They treat retrieval as nearest-neighbor search.
Today, we discussed scaling #GraphRAG at AWS DevOps Day, and the takeaway is clear: VectorRAG is naive, lacks domain awareness, and can’t handle full dataset retrieval.
GraphRAG builds a knowledge graph from source documents, allowing for a deeper understanding of the data + higher accuracy.
Who Watches the Watchmen (SciFiDevCon 2025)Allon Mureinik
Tests, especially unit tests, are the developers’ superheroes. They allow us to mess around with our code and keep us safe.
We often trust them with the safety of our codebase, but how do we know that we should? How do we know that this trust is well-deserved?
Enter mutation testing – by intentionally injecting harmful mutations into our code and seeing if they are caught by the tests, we can evaluate the quality of the safety net they provide. By watching the watchmen, we can make sure our tests really protect us, and we aren’t just green-washing our IDEs to a false sense of security.
Talk from SciFiDevCon 2025
https://www.scifidevcon.com/courses/2025-scifidevcon/contents/680efa43ae4f5
Download Wondershare Filmora Crack [2025] With Latesttahirabibi60507
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Wondershare Filmora is a video editing software and app designed for both beginners and experienced users. It's known for its user-friendly interface, drag-and-drop functionality, and a wide range of tools and features for creating and editing videos. Filmora is available on Windows, macOS, iOS (iPhone/iPad), and Android platforms.
Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...Eric D. Schabell
It's time you stopped letting your telemetry data pressure your budgets and get in the way of solving issues with agility! No more I say! Take back control of your telemetry data as we guide you through the open source project Fluent Bit. Learn how to manage your telemetry data from source to destination using the pipeline phases covering collection, parsing, aggregation, transformation, and forwarding from any source to any destination. Buckle up for a fun ride as you learn by exploring how telemetry pipelines work, how to set up your first pipeline, and exploring several common use cases that Fluent Bit helps solve. All this backed by a self-paced, hands-on workshop that attendees can pursue at home after this session (https://o11y-workshops.gitlab.io/workshop-fluentbit).
Interactive Odoo Dashboard for various business needs can provide users with dynamic, visually appealing dashboards tailored to their specific requirements. such a module that could support multiple dashboards for different aspects of a business
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Landscape of Requirements Engineering for/by AI through Literature ReviewHironori Washizaki
Hironori Washizaki, "Landscape of Requirements Engineering for/by AI through Literature Review," RAISE 2025: Workshop on Requirements engineering for AI-powered SoftwarE, 2025.
AgentExchange is Salesforce’s latest innovation, expanding upon the foundation of AppExchange by offering a centralized marketplace for AI-powered digital labor. Designed for Agentblazers, developers, and Salesforce admins, this platform enables the rapid development and deployment of AI agents across industries.
Email: [email protected]
Phone: +1(630) 349 2411
Website: https://www.fexle.com/blogs/agentexchange-an-ultimate-guide-for-salesforce-consultants-businesses/?utm_source=slideshare&utm_medium=pptNg
What Do Contribution Guidelines Say About Software Testing? (MSR 2025)Andre Hora
Software testing plays a crucial role in the contribution process of open-source projects. For example, contributions introducing new features are expected to include tests, and contributions with tests are more likely to be accepted. Although most real-world projects require contributors to write tests, the specific testing practices communicated to contributors remain unclear. In this paper, we present an empirical study to understand better how software testing is approached in contribution guidelines. We analyze the guidelines of 200 Python and JavaScript open-source software projects. We find that 78% of the projects include some form of test documentation for contributors. Test documentation is located in multiple sources, including CONTRIBUTING files (58%), external documentation (24%), and README files (8%). Furthermore, test documentation commonly explains how to run tests (83.5%), but less often provides guidance on how to write tests (37%). It frequently covers unit tests (71%), but rarely addresses integration (20.5%) and end-to-end tests (15.5%). Other key testing aspects are also less frequently discussed: test coverage (25.5%) and mocking (9.5%). We conclude by discussing implications and future research.
GPT-4 is described as having more advanced capabilities than GPT-3.5 in several areas such as understanding different dialects and emotions, synthesizing information from multiple sources to provide more comprehensive answers, generating more coherent and creative content like stories, solving complex math and science problems, programming abilities, analyzing images and generating captions, and ensuring more ethical and reliable responses by reducing inappropriate or biased responses. While GPT-4 and GPT-3.5 have the same data cutoff date, GPT-4 has more parameters at 175 billion compared to GPT-3.5's 13.5 billion parameters.
ChatGPT has gained public attention for its ability to write articles, crack exams, and even create an entire TV episode. This has sparked debate about whether machines could become smarter than humans and take over jobs. However, while ChatGPT is useful for assisting with certain tasks, humans will still be needed to do real jobs and take responsibility, as machines only pattern match based on large data while humans can infer and form rules from limited data. For most jobs, the day where AI surpasses human intelligence has not yet arrived.
5 Ways VoiceAI is Revolutionizing Healthcare (6).pdfCoreView Systems
The document discusses 5 ways that voice artificial intelligence (VoiceAI) is revolutionizing healthcare:
1) By automating medical documentation through transcription, reducing errors and saving time.
2) By improving patient engagement and satisfaction through voice-enabled reminders and education.
3) By assisting in diagnosis and treatment through voice analysis to detect medical conditions.
10 Points On AI & ML in Enterprise Product Development.pdfCoreView Systems
AI and ML can help optimize every stage of product development by generating new ideas, automating testing and tasks, and providing insights from data analysis. ML models can identify patterns in product data to understand customer needs and preferences, while AI can assist in creating more efficient designs. During maintenance, AI tools can detect and diagnose problems in real-time to reduce downtime. AI also automates repetitive tasks, improves data visualization, and enhances security, personalization, and customer service. With these capabilities, AI helps drive business growth through optimized products, marketing, and sales strategies.
Teaming up with competitors can be beneficial in certain situations, such as when one company lacks the resources or expertise to complete a project or fulfill an order, or when a company is facing challenges in scaling their product. Examples of successful collaborations include one company providing resources to help another company execute a project, or two companies working together to resolve an issue. This type of collaboration can lead to long-term business growth and the building of strong relationships. It's important to evaluate each challenge and opportunity from this perspective to find other potential ways to collaborate with competitors.
CoreView had an opportunity to develop ML-based business solutions for a
variety of small and mid-sized customers across industries and functions like
Cyber Security, Digital Marketing, Hospitality, Services …to name a few.
Ever since 2017 multiple reports were published by the Gartners, IBMs, and
other business analysts that more than 80% of the Big Data & AI, ML
projects fail due to a lack of reliable data infrastructure.
The condition today is not very different, you may disagree with me on this
Handling of undesired scenarios/events like product replacements/refunds
plays a crucial part in defining the customer experience, especially when it
comes to the most competitive industry – the E-commerce business.
Societal challenges of AI: biases, multilinguism and sustainabilityJordi Cabot
Towards a fairer, inclusive and sustainable AI that works for everybody.
Reviewing the state of the art on these challenges and what we're doing at LIST to test current LLMs and help you select the one that works best for you
Join Ajay Sarpal and Miray Vu to learn about key Marketo Engage enhancements. Discover improved in-app Salesforce CRM connector statistics for easy monitoring of sync health and throughput. Explore new Salesforce CRM Synch Dashboards providing up-to-date insights into weekly activity usage, thresholds, and limits with drill-down capabilities. Learn about proactive notifications for both Salesforce CRM sync and product usage overages. Get an update on improved Salesforce CRM synch scale and reliability coming in Q2 2025.
Key Takeaways:
Improved Salesforce CRM User Experience: Learn how self-service visibility enhances satisfaction.
Utilize Salesforce CRM Synch Dashboards: Explore real-time weekly activity data.
Monitor Performance Against Limits: See threshold limits for each product level.
Get Usage Over-Limit Alerts: Receive notifications for exceeding thresholds.
Learn About Improved Salesforce CRM Scale: Understand upcoming cloud-based incremental sync.
Discover why Wi-Fi 7 is set to transform wireless networking and how Router Architects is leading the way with next-gen router designs built for speed, reliability, and innovation.
Scaling GraphRAG: Efficient Knowledge Retrieval for Enterprise AIdanshalev
If we were building a GenAI stack today, we'd start with one question: Can your retrieval system handle multi-hop logic?
Trick question, b/c most can’t. They treat retrieval as nearest-neighbor search.
Today, we discussed scaling #GraphRAG at AWS DevOps Day, and the takeaway is clear: VectorRAG is naive, lacks domain awareness, and can’t handle full dataset retrieval.
GraphRAG builds a knowledge graph from source documents, allowing for a deeper understanding of the data + higher accuracy.
Who Watches the Watchmen (SciFiDevCon 2025)Allon Mureinik
Tests, especially unit tests, are the developers’ superheroes. They allow us to mess around with our code and keep us safe.
We often trust them with the safety of our codebase, but how do we know that we should? How do we know that this trust is well-deserved?
Enter mutation testing – by intentionally injecting harmful mutations into our code and seeing if they are caught by the tests, we can evaluate the quality of the safety net they provide. By watching the watchmen, we can make sure our tests really protect us, and we aren’t just green-washing our IDEs to a false sense of security.
Talk from SciFiDevCon 2025
https://www.scifidevcon.com/courses/2025-scifidevcon/contents/680efa43ae4f5
Download Wondershare Filmora Crack [2025] With Latesttahirabibi60507
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http://drfiles.net/
Wondershare Filmora is a video editing software and app designed for both beginners and experienced users. It's known for its user-friendly interface, drag-and-drop functionality, and a wide range of tools and features for creating and editing videos. Filmora is available on Windows, macOS, iOS (iPhone/iPad), and Android platforms.
Mastering Fluent Bit: Ultimate Guide to Integrating Telemetry Pipelines with ...Eric D. Schabell
It's time you stopped letting your telemetry data pressure your budgets and get in the way of solving issues with agility! No more I say! Take back control of your telemetry data as we guide you through the open source project Fluent Bit. Learn how to manage your telemetry data from source to destination using the pipeline phases covering collection, parsing, aggregation, transformation, and forwarding from any source to any destination. Buckle up for a fun ride as you learn by exploring how telemetry pipelines work, how to set up your first pipeline, and exploring several common use cases that Fluent Bit helps solve. All this backed by a self-paced, hands-on workshop that attendees can pursue at home after this session (https://o11y-workshops.gitlab.io/workshop-fluentbit).
Interactive Odoo Dashboard for various business needs can provide users with dynamic, visually appealing dashboards tailored to their specific requirements. such a module that could support multiple dashboards for different aspects of a business
✅Visit And Buy Now : https://bit.ly/3VojWza
✅This Interactive Odoo dashboard module allow user to create their own odoo interactive dashboards for various purpose.
App download now :
Odoo 18 : https://bit.ly/3VojWza
Odoo 17 : https://bit.ly/4h9Z47G
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Try Our website appointment booking odoo app : https://bit.ly/3SvNvgU
👉Want a Demo ?📧 [email protected]
➡️Contact us for Odoo ERP Set up : 091066 49361
👉Explore more apps: https://bit.ly/3oFIOCF
👉Want to know more : 🌐 https://www.axistechnolabs.com/
#odoo #odoo18 #odoo17 #odoo16 #odoo15 #odooapps #dashboards #dashboardsoftware #odooerp #odooimplementation #odoodashboardapp #bestodoodashboard #dashboardapp #odoodashboard #dashboardmodule #interactivedashboard #bestdashboard #dashboard #odootag #odooservices #odoonewfeatures #newappfeatures #odoodashboardapp #dynamicdashboard #odooapp #odooappstore #TopOdooApps #odooapp #odooexperience #odoodevelopment #businessdashboard #allinonedashboard #odooproducts
Landscape of Requirements Engineering for/by AI through Literature ReviewHironori Washizaki
Hironori Washizaki, "Landscape of Requirements Engineering for/by AI through Literature Review," RAISE 2025: Workshop on Requirements engineering for AI-powered SoftwarE, 2025.
AgentExchange is Salesforce’s latest innovation, expanding upon the foundation of AppExchange by offering a centralized marketplace for AI-powered digital labor. Designed for Agentblazers, developers, and Salesforce admins, this platform enables the rapid development and deployment of AI agents across industries.
Email: [email protected]
Phone: +1(630) 349 2411
Website: https://www.fexle.com/blogs/agentexchange-an-ultimate-guide-for-salesforce-consultants-businesses/?utm_source=slideshare&utm_medium=pptNg
What Do Contribution Guidelines Say About Software Testing? (MSR 2025)Andre Hora
Software testing plays a crucial role in the contribution process of open-source projects. For example, contributions introducing new features are expected to include tests, and contributions with tests are more likely to be accepted. Although most real-world projects require contributors to write tests, the specific testing practices communicated to contributors remain unclear. In this paper, we present an empirical study to understand better how software testing is approached in contribution guidelines. We analyze the guidelines of 200 Python and JavaScript open-source software projects. We find that 78% of the projects include some form of test documentation for contributors. Test documentation is located in multiple sources, including CONTRIBUTING files (58%), external documentation (24%), and README files (8%). Furthermore, test documentation commonly explains how to run tests (83.5%), but less often provides guidance on how to write tests (37%). It frequently covers unit tests (71%), but rarely addresses integration (20.5%) and end-to-end tests (15.5%). Other key testing aspects are also less frequently discussed: test coverage (25.5%) and mocking (9.5%). We conclude by discussing implications and future research.
Microsoft AI Nonprofit Use Cases and Live Demo_2025.04.30.pdfTechSoup
In this webinar we will dive into the essentials of generative AI, address key AI concerns, and demonstrate how nonprofits can benefit from using Microsoft’s AI assistant, Copilot, to achieve their goals.
This event series to help nonprofits obtain Copilot skills is made possible by generous support from Microsoft.
What You’ll Learn in Part 2:
Explore real-world nonprofit use cases and success stories.
Participate in live demonstrations and a hands-on activity to see how you can use Microsoft 365 Copilot in your own work!
Designing AI-Powered APIs on Azure: Best Practices& ConsiderationsDinusha Kumarasiri
AI is transforming APIs, enabling smarter automation, enhanced decision-making, and seamless integrations. This presentation explores key design principles for AI-infused APIs on Azure, covering performance optimization, security best practices, scalability strategies, and responsible AI governance. Learn how to leverage Azure API Management, machine learning models, and cloud-native architectures to build robust, efficient, and intelligent API solutions
How to Batch Export Lotus Notes NSF Emails to Outlook PST Easily?steaveroggers
Migrating from Lotus Notes to Outlook can be a complex and time-consuming task, especially when dealing with large volumes of NSF emails. This presentation provides a complete guide on how to batch export Lotus Notes NSF emails to Outlook PST format quickly and securely. It highlights the challenges of manual methods, the benefits of using an automated tool, and introduces eSoftTools NSF to PST Converter Software — a reliable solution designed to handle bulk email migrations efficiently. Learn about the software’s key features, step-by-step export process, system requirements, and how it ensures 100% data accuracy and folder structure preservation during migration. Make your email transition smoother, safer, and faster with the right approach.
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Explaining GitHub Actions Failures with Large Language Models Challenges, In...ssuserb14185
GitHub Actions (GA) has become the de facto tool that developers use to automate software workflows, seamlessly building, testing, and deploying code. Yet when GA fails, it disrupts development, causing delays and driving up costs. Diagnosing failures becomes especially challenging because error logs are often long, complex and unstructured. Given these difficulties, this study explores the potential of large language models (LLMs) to generate correct, clear, concise, and actionable contextual descriptions (or summaries) for GA failures, focusing on developers’ perceptions of their feasibility and usefulness. Our results show that over 80% of developers rated LLM explanations positively in terms of correctness for simpler/small logs. Overall, our findings suggest that LLMs can feasibly assist developers in understanding common GA errors, thus, potentially reducing manual analysis. However, we also found that improved reasoning abilities are needed to support more complex CI/CD scenarios. For instance, less experienced developers tend to be more positive on the described context, while seasoned developers prefer concise summaries. Overall, our work offers key insights for researchers enhancing LLM reasoning, particularly in adapting explanations to user expertise.
https://arxiv.org/abs/2501.16495
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Adobe Illustrator is a powerful, professional-grade vector graphics software used for creating a wide range of designs, including logos, icons, illustrations, and more. Unlike raster graphics (like photos), which are made of pixels, vector graphics in Illustrator are defined by mathematical equations, allowing them to be scaled up or down infinitely without losing quality.
Here's a more detailed explanation:
Key Features and Capabilities:
Vector-Based Design:
Illustrator's foundation is its use of vector graphics, meaning designs are created using paths, lines, shapes, and curves defined mathematically.
Scalability:
This vector-based approach allows for designs to be resized without any loss of resolution or quality, making it suitable for various print and digital applications.
Design Creation:
Illustrator is used for a wide variety of design purposes, including:
Logos and Brand Identity: Creating logos, icons, and other brand assets.
Illustrations: Designing detailed illustrations for books, magazines, web pages, and more.
Marketing Materials: Creating posters, flyers, banners, and other marketing visuals.
Web Design: Designing web graphics, including icons, buttons, and layouts.
Text Handling:
Illustrator offers sophisticated typography tools for manipulating and designing text within your graphics.
Brushes and Effects:
It provides a range of brushes and effects for adding artistic touches and visual styles to your designs.
Integration with Other Adobe Software:
Illustrator integrates seamlessly with other Adobe Creative Cloud apps like Photoshop, InDesign, and Dreamweaver, facilitating a smooth workflow.
Why Use Illustrator?
Professional-Grade Features:
Illustrator offers a comprehensive set of tools and features for professional design work.
Versatility:
It can be used for a wide range of design tasks and applications, making it a versatile tool for designers.
Industry Standard:
Illustrator is a widely used and recognized software in the graphic design industry.
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