CNTXT AI

Wishing you and your loved ones a joyful and blessed Eid al-Fitr. May this season of renewal bring peace, prosperity, and meaningful connection to you and your communities 🌙✨. #EidCelebration

A team launched their shiny new AI voice agent. On paper, it worked perfectly. But in the real world? ‣ It misunderstood rural dialects. ‣ Quoted made-up product features with full confidence. ‣ Struggled with accents and background noise. ‣ Failed at complex queries it wasn’t trained to handle. Because no one tested it like a real customer would 😱 . No edge cases. No dialects. No stress tests. That’s why every engineer, PM, and compliance lead should break their AI before users do. ⚠️ This carousel shows: ‣ What most teams overlook ‣ What failure looks like in production ‣ How proper validation protects trust, time, and cost AI isn’t just code. It’s your brand. Test like it matters—because it does.

When AI Knows It’s Being Tested, Does the Test Still Work? AI models are learning to recognize when they’re being tested—and changing their answers to match expectations. (📷: Apollo Research findings). In the example below, AI detects a test or manipulation and decides: comply, resist, or optimize its behavior. This raises questions : ‣ Are we measuring real intelligence—or just AI playing along? ‣ Can AI "game the system" while staying misaligned in real-world decisions? ‣ How do we ensure AI behaves correctly outside of test conditions? As AI becomes more aware, we need better ways to evaluate its true intent—before it learns to fool the test. How do you think we should test AI’s true intent? #AIAlignment #AIEthics #ArtificialIntelligence #TestAI https://lnkd.in/etd_-wUk

Throwback to a great conversation between our CEO Mohammad Abu Sheikh and Cherian Varghese at Oracle Cloud World, where they tackled a pressing industry challenge: ‣ AI isn’t stalling because of model limitations... it’s hitting a wall due to poor data quality. Many assume bigger models = better AI. But without high-quality, proprietary data, even the most advanced AI plateaus. The next wave of AI breakthroughs won’t come from just scaling models. It will come from organizations that own, structure, and optimize their data. 🚀 The future of AI belongs to those who maintain complete data sovereignty. Is your organization ready? #AIReadiness #DataSovereignty #TechInnovation #OracleCloud #FutureofAI

34% of AI systems fail due to unexpected user inputs. Your AI agent won’t tell you it’s broken—your customers will 😨 ‣ Simulate failures before they happen. ‣ Fix blind spots before launch. ‣ Deploy AI that actually works. Test it before they do → https://www.nbulatest.ai/ #AIValidation #CNTXTAI #TestAI

40% of companies see ZERO returns from AI. The problem isn’t the AI models—it’s everything around them. What’s the #1 challenge stopping AI from delivering real value for you? Vote in the poll below 👇 #AIstrategy #AIROI

TestAI Bug Bounty Challenge – Earn an Amazon Gift Card! Think you can break TestAI? We’re putting our AI testing platform to the ultimate challenge—and we need your help! 🔍 Your Mission: Dive into TestAI and put it through its paces. Find bugs, loopholes, or unexpected behaviors—anything that shouldn’t be happening. Share experience-based feedback—what works, what doesn't, and what could be even better. Suggest game-changing features—what would make TestAI truly awesome? 📹 How to Participate: 1️⃣ Use TestAI like a pro (or try to break it 💥). 2️⃣ Record a video of your session—spotlighting bugs, issues, or missing features. 3️⃣ Send your findings (along with the video) to support@cntxt.tech. you can book a call or you can you share the comments over email 🎁 Your Reward? An Amazon gift card as a thank-you for your insights! 🚀 Whether you’re a tester, developer, or just love breaking things—this is your chance to shape the future of AI testing! Let’s see what you’ve got. 💡🔥 TestAI link -> https://lnkd.in/gN4_6Zip #breakai #ai

🌍 The next wave of AI innovation won’t come from bigger models — but from smarter data. AI performs best when trained on relevant, high-quality local data, tested in real-world environments, and fine-tuned with local expertise. To unlock AI’s full potential, models must understand local languages and cultural nuances. That’s how they deliver accurate, trusted outcomes. #AIReadiness #DataSovereignty #ArabicAI #Localization

While others debate the future of #AI, we’re building something even more important: a great #companyculture. Today, our HR champions (Saif Bitar & Saad Jamshed) prepared Ramadan gift bags for the team....not because a policy said so, but because real breakthroughs don’t come from algorithms alone. They come from people who know their work matters — and that they do too. To the CNTXT AI team, in the office or remote, thank you for everything you bring, every day. The real competitive advantage in AI? 🙏 Teams like ours. 🙏 #LeadershipInAction #CNTXTCulture #AIInnovation #PeopleFirst

TestAI Bug Bounty Challenge – Earn an Amazon Gift Card! Think you can break TestAI? We’re putting our AI testing platform to the ultimate challenge—and we need your help! 🔍 Your Mission: Dive into TestAI and put it through its paces. Find bugs, loopholes, or unexpected behaviors—anything that shouldn’t be happening. Share experience-based feedback—what works, what doesn't, and what could be even better. Suggest game-changing features—what would make TestAI truly awesome? 📹 How to Participate: 1️⃣ Use TestAI like a pro (or try to break it 💥). 2️⃣ Record a video of your session—spotlighting bugs, issues, or missing features. 3️⃣ Send your findings (along with the video) to support@cntxt.tech. you can book a call or you can you share the comments over email 🎁 Your Reward? An Amazon gift card as a thank-you for your insights! 🚀 Whether you’re a tester, developer, or just love breaking things—this is your chance to shape the future of AI testing! Let’s see what you’ve got. 💡🔥 TestAI link -> https://lnkd.in/gN4_6Zip #breakai #ai