Post by NEC Asia Pacific Pte Ltd

AI models don’t fail because of weak algorithms. They fail because of poor data quality, lack of context, and insufficient governance. As Christopher Lam, Vice President and Head of NEC Laboratories Asia Pacific (NLAP), explained during a recent conversation with Kenny Yeo, Director ICT and Head of Asia Pacific Cyber Security Practice, Frost & Sullivan Asia-Pacific, a model is only as good as the data used to train it. That means: ▪️Training with local, real‑world operational data ▪️Managing model drift as environments change ▪️Designing AI systems with privacy and compliance built in from day one From PDPA and GDPR compliance to privacy‑by‑design and lifecycle management, 𝐍𝐄𝐂 𝐟𝐨𝐜𝐮𝐬𝐞𝐬 𝐨𝐧 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐭𝐫𝐮𝐬𝐭𝐰𝐨𝐫𝐭𝐡𝐲, 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬‑𝐠𝐫𝐚𝐝𝐞 𝐀𝐈 𝐬𝐲𝐬𝐭𝐞𝐦𝐬, 𝐧𝐨𝐭 𝐣𝐮𝐬𝐭 𝐩𝐫𝐨𝐭𝐨𝐭𝐲𝐩𝐞𝐬. 🔍 Learn more about NLAP and its applied AI research capabilities: 👉 https://lnkd.in/gyF5kVvk 📖 Read the full interview: https://lnkd.in/eQXAAVdZ #AI #DigitalTransformation #GenerativeAI #Innovation