April 2026

AI ❇️ HP Way: Applying what I learned years ago in the world of AI

I grew up in an earlier world where people mattered. Where leadership meant walking the floor Not just watching targets or managing KPIs, dashboards or manipulating systems. Those lessons – practised decades ago at Hewlett-Packard – have stayed with me through the times, every job move and every wave of change. When I first joined HP in the 1980s, the idea of leadership wasn’t about control or scale. It was about trust, contribution, and respect. Managers were expected to walk the floor, listen, and understand what was happening on the ground – we called that ‘Management by Walking Around’ (MBWA). Today, as leaders and technologists working with AI, we face a similar challenge – except now, “walking around” is now digital. Metaverse is becoming real. The systems we build make decisions, shape opinions, and influence lives. MBWA in the AI era means staying close to the data, the users, and the unintended consequences. I will call that “The AI WAY”. Like The HP Way, it’s not a process – it’s a mindset. ~~ 🌿1️⃣ PURPOSE – before PROFITJust as HP believed profit was the result of doing the right things well, the same applies to AI. The goal isn’t to replace humans; it’s to amplify what humans do best. AI that serves a genuine purpose will always create sustainable value. 🌿2️⃣ RESPECT – for PEOPLE and DATAAt HP, respect was at the core of every decision.In AI, respect must extend to data – how it’s collected, used, and interpreted. Behind every data point is a person, and behind every model is a responsibility. 🌿 3️⃣ FIELD OF INTEREST – FOCUS on what you can do bestHP focused only on fields where it could make a true contribution.In AI, that means not chasing hype – but choosing problems where AI genuinely improves outcomes. Clarity of purpose beats breadth of ambition. 🌿4️⃣ GROWTH – through LEARNINGAI is moving fast. But growth shouldn’t just mean more models or more compute – it means continuous learning: testing, adapting, and understanding the boundaries of what’s right. 🌿5️⃣ MBWA – Management By Walking Around, DIGITALLYIn the AI era, this means engaging with the people affected by your systems – users, developers, policymakers. Leadership still starts with listening. ~~ The HP Way taught me that technology and humanity don’t conflict – they are partners. And in this coming next era, as we shape how AI lives alongside us, we’ll need to remember what Bill Hewlett and Dave Packard knew all along: 👍 DO THE RIGHT THING FIRST – AND THE RESULTS WILL FOLLOW. So, what’s your perspective?

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Storage: The Unsung Hero of AI

 If compute is how AI thinks, storage is how AI remembers. I want to start this post with a simple thank you – to the executive team at SanDisk for inviting me to deliver a keynote at their annual i3 Summit in Batu Kawan. Illuminate. Innovate. Ignite. The warmth of the welcome, the curiosity in the room, and the openness to explore that continued into dinner at the Ship Campus reminded me why I enjoy these sessions so much. Smart people. Open minds. Great conversations. We often talk about AI in terms of compute.Sometimes networks.Occasionally power. Storage rarely gets the spotlight. Even though STORAGE is ABSOLUTELY CENTRAL to AI. AI doesn’t just compute.AI ingests, remembers, retrieves, replays, and learns over time. That makes storage the system of record for intelligence itself:✅ Training data at massive scale✅ High-speed access for inference✅ Persistent memory across edge, cloud and device✅ Reliability as models move from experiment to production Without fast, scalable, and intelligent storage, AI is simply a momentary flash (pun intended). What makes Sandisk particularly interesting is the full spectrum they offer. On one end, they are one of the most recognisable consumer storage brands in the world – products that almost everyone here has used, trusted, and carried in their pockets. On the other, they are deeply embedded in emerging growth domains:✅ Data-intensive AI workloads✅ Edge and embedded systems✅ Automotive and industrial platforms✅ Devices that now think, not just store This intersection – consumer trust, industrial reliability, and AI-driven demand – is where real opportunity lies. As AI architectures evolve, storage is no longer background capacity. Storage is now strategic infrastructure. The opportunity is now for SanDisk to help shape how data is:✴️ Positioned✴️ Moved✴️ Preserved✴️ And ultimately turned into intelligence I appreciate the opportunity to share my perspectives with the team, and for the discussions with the leaders of the business – Matt, Masaaki, Prasad, BS, Rama, Shrikar, Mei and Lau – who came together from the US, China, India, and Japan. Thoroughly encouraged by the depth of engagement I encountered through the day. And the possibilities open. A BIG THANK YOU to Nirbhaya Pathak and his team for the invitation and hospitality, and the conversations that made this far more than just another keynote. The future of AI won’t just be about compute. It will be stored, accessed, and remembered. And in an AI world obsessed with speed and scale, it’s worth knowing that intelligence only endures if it has somewhere reliable to live.

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Major Prebagaran – A trainer who changes lives

Malaysia has many excellent trainers, but one who truly changes lives is a rare breed. Major Dr. Prebagaran Jayaraman (R) is one of them. Over the past week, I had the opportunity to take part in a training programme Dr Praba conducted Honestly, I wasn’t expecting to be blown away. When you get to my age, you sometimes feel like you’ve seen it all. Then came along Dr Praba. 15 minutes in, his sharing gave me goosebumps. Five days later, I found myself compiling “50 Pearls of Wisdom” by Dr Praba. What struck me most is that he doesn’t teach from theory alone. His life experience reads like several books rolled into one. As military, he has literally put his life on the line for his country. As a leader, he has faced public setbacks and rebuilt himself with resilience. As a family man, he speaks about his wife – whom he has co-written a book with – and his children with deep affection and respect. And as a trainer? I think I speak for my whole group when I say these five days transformed how we think about learning, leadership and even ourselves. Out of respect for Dr Praba’s course content, I won’t share everything. I will highlight a few things that particularly resonated with me: ✅ Be ethical. Respect the source of ideas and give credit where it is due. ✅ Don’t judge others. Everyone has their own strengths and abilities. ✅ Stay humble. No matter how much you know, there is always more to learn. Dr Praba, it has been a privilege learning from you. I have no doubt you will continue to impact many lives in the years ahead. May God bless you. Thanks a million to Yee Zer Ng and Sean Lee, Chew for creating this wonderful learning opportunity for all of us.

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