code4thought

🌟 Introducing iQ4AI! 🌟 We’re excited to unveil iQ4AI, your go-to platform for AI Quality Testing that’s about to make managing your AI systems easier, smarter, and more reliable. iQ4AI is built on solid foundations such as ISO 29119-11 and has already proven its value in action, as an internal tool for our Trustworthy AI services. Whether you're a data scientist, AI/ML engineer, or an executive looking to ensure governance, iQ4AI is designed with you in mind. It offers comprehensive tools for assessing model performance, detecting bias, and ensuring transparency, thus bringing clarity and confidence to every stage of your AI lifecycle. Why iQ4AI? -Effortlessly explore key quality aspects of your AI models -Access actionable insights to optimize AI systems performance & trustworthiness -Stay aligned with international standards and industry regulations -Navigate a streamlined, user-centric experience fostering smooth collaboration across teams With iQ4AI, managing AI systems becomes more than just compliance. It’s about ensuring peak performance, mitigating risks, and driving innovation without getting lost in the complexity of AI quality testing. Together, we can build AI systems that are not only transparent and trusted, but also future-proof. Curious about how we can elevate your AI systems? Schedule a demo today and discover what iQ4AI can do for your business: https://bit.ly/3UcMhYO #code4thought #iQ4AI #AIQuality #AICompliance #TrustworthyAI #ΑΙGovernance #MachineLearning  #aitesting #aisecurity #responsibleai #aiaudit

SPOTS ARE RUNNING OUT ❗ Sign up today and become a certified AI Expert 😎 The AI Experts Training & Certification program by TÜV NORD Ελλάδας is a 16-hour, online professional course designed to equip participants with both practical skills and regulatory knowledge around Artificial Intelligence. 🎯 What you’ll gain: - Hands-on knowledge of Generative AI tools (ChatGPT, DALL·E, Gemini) - Insights into EU AI Act & GDPR compliance - International TÜV HELLAS certification And yes you will learn from the BEST  like Leonidas Kanellos (Lawyer, author of Artificial Intelligence Applications), Yiannis Kanellopoulos (CEO of code4thought) and Andreas Polykarpou (Senior Risk Analyst). The first session is coming up soon on October 9–10, 2025, Online 09:00-17:00 (EET)! Sign up today 👉 https://lnkd.in/dA67PcAD Can’t make it? Don’t worry there is a 2nd slot on December 8-9. #code4thought #ieesoftware #aitraining #ResponsibleAI #aicertificate #AIQuality #tuvhellas #aicertification #upskilling

⚖️ In 2025, AI accuracy isn’t enough! Fairness is a non-negotiable! Computer vision models don’t just see pixels—they make decisions that impact real people. And if fairness isn’t a factor in the equation then bias throws of the scale! Regulations like the EU AI Act are pushing compliance, but the core reason to care is trust. Fair and trustworthy AI means stronger customer confidence, reduced risk, and more resilient models. How? Using benchmark datasets like Meta’s FACET to test whether models perform equally across age, gender, and skin tone. It’s not perfect—but it’s a tangible step from theory to measurable fairness. ✍Fairness must be a design principle, not an afterthought. Read more at the latest blogpost by Petros Stavroulakis, our AI Consultant here: https://bit.ly/3VXigfK How is your team tackling fairness in AI today? #code4thought #aifairness #aisecurity #ResponsibleAI #trustworthyai #AIQuality #biastesting

Online Conference you don’t want to miss 🚨AI in Infrastructure by Mobile Europe is coming October 1st! Everyone’s talking about what AI can do. We’re talking about what it needs to actually work in a Fireside Chat at 10:20 (CET) Join Werner Heijstek from Software Improvement Group and Yiannis Kanellopoulos, CEO of code4thought, as they strip away the buzzwords and share real-world lessons on why telco AI projects stumble—and how to build the strong foundations needed for secure, scalable, and sustainable AI. Expect myth-busting, cautionary stories, and a practical, engineering-led roadmap for AI that actually delivers : https://lnkd.in/gG8WDC2a #code4thought #mobileeurope #aisecurity #ResponsibleAI #aiconference #AIQuality #biastesting #aiininfrasyructure

AI is surrounded by indulgence and promises that it will make businesses more productive and efficient ⏫ However, the reality check is trickier: a recent MIT report shows that 95% of GenAI pilots fail because businesses avoid friction. As Forbes puts it: “Smooth demos impress, but without governance, memory, and workflow redesign, they deliver no value.” The lesson❓ Adoption needs prioritization, governance, and selective scaling. That’s where the OWASP® Foundation AI Maturity Assessment (AIMA) comes in. Think of it as a “report card” for your AI systems. It helps organizations assess maturity across strategy, design, implementation, operations, and governance — from the basics (no monitoring) to advanced practices (real-time dashboards tracking bias, accuracy & security). Curious how it works and how mature your AI really is? Explore the full blogpost here https://bit.ly/4nskorQ #code4thought #owasp #aisecurity #ResponsibleAI #aiassessement #AIQuality #biastesting #appsec

🚀 Level up your career with AI expertise! The AI Experts Training & Certification program by TÜV NORD Ελλάδας (TÜV NORD) is a 16-hour, online professional course designed to equip participants with both practical skills and regulatory knowledge around Artificial Intelligence. 🎯 What you’ll gain: - Hands-on knowledge of Generative AI tools (ChatGPT, DALL·E, Gemini) - Insights into EU AI Act & GDPR compliance - International TÜV HELLAS certification Instructors for this program : -Leonidas Kanellos (Lawyer, author of Artificial Intelligence Applications) -Yiannis Kanellopoulos (CEO of code4thought) -Andreas Polykarpou (Senior Risk Analyst). With two scheduled sessions, professionals have the flexibility to choose the date that best fits their schedule. 📅 Upcoming sessions: -October 9–10, 2025, Online 09:00-17:00 -December 8–9, 2025 Online 👉 Register now and become a certified AI Expert: https://lnkd.in/dA67PcAD #code4thought #ieesoftware #aitraining #ResponsibleAI #aicertificate #AIQuality #tuvhellas #aicertification #upskilling

🌍 The world is increasingly VUCA – volatile, uncertain, complex, and ambiguous. In such a reality, what does responsible engineering truly look like? At REFSQ International Working Conference on Requirements Engineering 2025 in Barcelona, the panel on “responsible RE” brought together researchers and practitioners to address social responsibility in requirements engineering — a theme that feels more urgent than ever as DEI efforts face growing challenges. The panel explored pressing topics such as AI disruption, climate change, shifting geopolitics, and more. Our CEO, Yiannis Kanellopoulos ,contributed to the panel discussion alongside Andreas M. Beck (Linde), Simon Jiménez (storywise), and Birgit Penzenstadler, sharing valuable perspectives on how responsible engineering can help bring clarity and balance in uncertain times. The conversation was moderated by Markus Borg and Martina Beck (Thank you so much!) As technology shapes society more than ever, where do you see the biggest responsibility for software engineers? Let us know in the comments below! Thank you so much to IEEE Software for the feature! It truly means a lot! 👉 Dive into the full summary here: https://lnkd.in/duVDss67 #code4thought #ieesoftware #BiasTesting #ResponsibleAI #softwareengineering #AIQuality #REFSQ2025 #MachinesCanSee #requirementsengineering

You’ve got mail 📭 Our August Newsletter is here packed with topics you don’t want to miss! This month, we dive deeper in AI trust, compliance, and software quality which are now board-level priorities, as well as how auditors can lead the way. Don’t forget to subscribe for all the latest trends in AI and Software Quality!

❗As AI becomes embedded in critical workflows, the question is not only “Is it accurate?”, but also “Is it meaningful?”. How do we know that these systems are actually doing what we intend—and doing it well? Too often, evaluations of AI systems are treated as an afterthought — a few metrics checked at the end of development. But in reality, evaluation is strategy: it shapes business clarity, product reliability, and stakeholder trust. Our AI-systems evaluation blueprint proposes four principles, continuously evolving and meant to help practitioners build evaluations that are as intelligent as the systems they test: 1️⃣ Purpose-Driven — align KPIs with real-world outcomes, not just technical scores. 2️⃣ Testing Readiness — ensure data, access, and experts are in place from the start. 3️⃣ Contextual & Rigorous Execution — evaluate not only for correctness, but for consequence. 4️⃣ Actionable Communication — transform evaluation insights into business decisions. A meaningful AI evaluation determines whether the system is fit for purpose, whether it drives business impact and highlights where it can or must improve. It turns evaluation into a strategic enabler, bridging the gap between engineering and business. 👉 Read the full article here https://bit.ly/3JTWYNf At code4thought, we guide organizations design and run meaningful AI evaluations. Whether you're preparing for regulatory compliance or striving for excellence in AI quality, our team can support you in turning insight into impact. #code4thought #AIQuality #AICompliance #TrustworthyAI #ΑΙGovernance #aitesting #aisecurity #responsibleai #aiaudit

5 Questions Every CDO Should Ask Before Deploying AI ❓ AI can transform enterprises — but without proper oversight, it can also introduce hidden risks, from bias and compliance gaps to unreliable models. Before green-lighting any AI project, Chief Data Officers should ask: 1️⃣ How do we assess the reliability & accuracy of our AI models? 2️⃣ Are we following recognized standards and frameworks? 3️⃣ How do we ensure fairness, transparency & ethical AI use? 4️⃣ Will we have clear documentation for stakeholders & regulators? 5️⃣ How do we keep AI systems trustworthy over time? Why this matters: Enterprise AI isn’t just about performance — it’s about trustworthiness, compliance, and business relevance. 👉 Our consulting & AI audit services help you deploy AI responsibly, aligning technology with your business goals and regulatory obligations. https://lnkd.in/dENYhKth Ready to audit your AI? Let’s make your systems fit-for-purpose, fair, and future-proof. #code4thought #iQ4AI #AIQuality #AICompliance #TrustworthyAI #ΑΙGovernance #cybersecurity #aitesting #aisecurity #responsibleai #aiaudit