𝗗𝗲𝗺𝘆𝘀𝘁𝗶𝗳𝘆𝗶𝗻𝗴 𝗔𝗜 𝗶𝗻 𝗧𝗲𝘀𝘁𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗫𝗔𝗜 🌟🔍 Explainable AI (XAI) is a paradigm that focuses on making AI systems understandable and interpretable by humans, shedding light on the decision-making processes within AI models. It is designed to address the limitations of traditional AI models, which are often seen as "black boxes" that do not provide any insight into how they arrive at their conclusions. Let's unpack XAI through a testing lens 👇 🛡️ Trust: XAI builds trust by providing insights into why AI makes specific decisions during testing, fostering transparency and confidence in AI-driven processes. 🎨 Decoding AI: Techniques like Shapley values and integrated gradients reveal the factors influencing AI decisions, empowering testers to understand and interpret model outputs effectively. 🚀 Future Vision: XAI is reshaping testing by addressing challenges and refining definitions, paving the way for more transparent and efficient testing methodologies. 🤝 Human-AI Collaboration: Embrace the collaborative potential of XAI to strengthen partnerships between humans and AI in quality engineering, leading to improved testing strategies and outcomes. #ExplainableAI #SoftwareTesting #InnovationInTech
Tarek El Merachli’s Post
More Relevant Posts
-
Senior Software Architect, Platform Architecture and Engineering | Cloud Native | SaaS | Big Data | R&D at Syndigo
Multi-modal and multi-agent generative AI has the potential to close the content, insight, and technology gaps that large corporations typically have over their smaller counterparts... #generativeai #genai
To view or add a comment, sign in
-
What’s the future of AI for business? See what’s ahead for generative artificial intelligence and strategies for navigating the top AI trends.
2024 AI Business Predictions
pwc.com
To view or add a comment, sign in
-
As AI adoption skyrockets, it's crucial to improve the success rate of AI products, which currently stands at just 20%. In this session, Kamala Kodihally Ninjundeshaiah from Pfizer dives into why AI projects often fall short and how we can change that by focusing on the intersection of AI and quality. Learn how a robust quality framework, centered around people, processes, and technology, can drive more successful and sustainable AI solutions. You'll walk away with actionable strategies to boost your AI product's success from concept to deployment and beyond. Today is the last day of advanced pricing. Save up to $200; get your ticket today: https://hubs.li/Q02RxBKQ0 #GovAI #AIIntegration #AIQuality #AIProducts
To view or add a comment, sign in
-
🚀 Embracing the AI Revolution: Going From Doers to Dreamers 🌟 💡 In the ever-evolving world of technology, Gen AI is reshaping how we work and innovate. With Gen AI driving up efficiency, we're empowered with the time to dream big and make things happen! Leaving AI to think of how to "do" things, we are pushed towards becoming "thinkers" of where the future lies. 🌱 But with great power comes great responsibility. As we embrace AI, let's ask: What do we want to achieve? How can we use AI to make our world better? 💡 Social media taught us to turn ideas into trends and businesses. Now, with AI, the possibilities are even more exciting! 🚀 Let's shift from being doers to thinkers, embracing creativity, collaboration, and empathy. Together, we can shape a future where innovation drives positive change! 🌟 Join the conversation! What role do you see AI playing in our future? Let's dream big and build a better world together! #AI #Innovation #futureofworkplace #thinkersanddoers #genai Check out my latest blog post, where I share my thoughts on where the future of work lies, and how Gen AI has the potential to push us to think bigger, if we are able to find harmony with it. https://lnkd.in/eanGmYWC
The Evolution of Work in the Age of Gen AI: an Age of Thinkers
peacesareen.com
To view or add a comment, sign in
-
The future of AI is here, and it's more exciting than we imagined! Moving beyond traditional chatbots, the next generation of AI agents promises to transform how we interact with technology. These advanced agents are not just about conversation; they're about taking action, solving problems, and making our digital lives more efficient and insightful. Imagine AI that not only understands what you need but also acts on it—opening up new possibilities for personalization and assistance. Let's embrace the future of AI together! Discover more about how these intelligent agents are shaping our future https://lnkd.in/d8DJ2nW7 #AIRevolution #FutureIsNow #TechInnovation #FutureSight
To view or add a comment, sign in
-
🚀 Ready to kick off the new season with a bang? 🚀 Check out our Quick Start Guide and explore how to get started with integrating AI into your L&D function and Organization. Download here: https://hubs.li/Q02N0t3V0 #AI #LearningAndDevelopment #AIMastery #AIGuide #L&D #AIInnovation
Human+AI Quick Start Guide
via.gpstrategies.com
To view or add a comment, sign in
-
"AI has evolved from science fiction, into the boardrooms of companies big and small, as companies along the spectrum increasingly embrace this transformative technology. At it's heart, AI opens up the potential for driving efficiencies and capabilities the world has yet to see; automating mundane routine processes, providing cutting-edge analytics, and thereby offering entirely new insights." Read how the CEO's can overcome AI integration challenges here: https://lnkd.in/gXtPdShD #shorthillsai #generativeai #largelanguagemodels #AIadoption #AIintegration #ROI
CEO’s Guide to AI Integration: Turning Barriers Into Business Opportunities
shorthills.ai
To view or add a comment, sign in
-
The dawn of a new era in AI language models is upon us with DeepMind's introduction of "Peer." Instead of a monolithic AI, Peer comprises millions of tiny experts, each specializing in unique tasks or domains. When a query is posed, Peer strategically selects the most pertinent experts to generate a response, ensuring precise and reliable information. This innovative model not only enhances versatility but also eliminates the need for extensive retraining, positioning itself as a game-changer in the AI landscape. Imagine the possibilities this could unlock for business process automation. Peer’s specialization and adaptability make it a powerful tool for handling a wide range of tasks seamlessly. Businesses leveraging such advanced AI could see significant improvements in efficiency and accuracy. Discover how your organization can harness the power of cutting-edge AI and automation. Visit https://workflo.agency for your edge in automation. Reach out for a free consultation to see how automation can revolutionize your business processes. Ignoring this could mean missing out on the technology that’s driving the future. #AI #BusinessAutomation #DeepLearning #Innovation #MakeWorkFlow
To view or add a comment, sign in
-
At Gen AI Labs, we meticulously identify and evaluate data sources to ensure they align with our AI project's specific needs. Our approach involves assessing data for quality, relevance, and integrity, leveraging a mix of public and proprietary datasets. This thorough process enables us to build AI models that are not only innovative but also reliable and efficient. Discover how our data-driven methodologies can transform your AI initiatives. Explore our solutions and join us in leading the AI revolution. Learn more about our data-sourcing expertise at https://xite.ai/ #GenAILabs #DataDrivenAI #InnovateWithAI #xite
To view or add a comment, sign in
-
Head of Global Portfolio Management & Investor Relations @ REHAU New Ventures | Sharing things I'm learning | Father, Husband, Entrepreneur | Startup-Advisor | Visionary disrupts norms to pioneer change.
The Future of Business: Unleashing the Power of Generative AI 🌐 It's Not Just Hype: Generative AI is set to revolutionize both our personal lives and the business world, becoming as fundamental as the internet itself 🔍 Transforming Interactions: From enhancing customer service to turbocharging development, genAI is smoothing out our technological experiences 🚀 Empowering Employees: Jobs are evolving, with genAI creating pockets of super-productivity across various roles, especially in marketing, sales, and development 💡 Innovation in Enterprises: Companies are leveraging genAI for everything from R&D acceleration to customer engagement, pushing for rapid growth and competitive advantage 🤖 Generative AI as the Pivot: As the fulcrum of future growth, genAI is not just a tool but the foundation of next-gen business strategies 🔧 Overcoming Challenges: From dealing with data privacy to solving "hallucination" issues in AI outputs, companies are finding innovative ways to harness genAI responsibly 🌍 A Societal Shift: As genAI becomes more embedded in our lives, it will spark discussions on authenticity, privacy, and even the nature of creativity 📈 The Path Forward: Businesses must focus on data, trust, and new skills to fully leverage genAI's potential, ensuring it acts as a strategic mortar for future innovations https://lnkd.in/dC3Bus_6 #GenerativeAI #FutureOfBusiness #TechInnovation #AIRevolution #DigitalTransformation
Forrester: The Generative AI Advantage
content.dataiku.com
To view or add a comment, sign in