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Why Production Ready Software Fails or Scales?
A great demo can make any product feel ready. Deployment usually tells a different story. Recent research from Gartner predicts that over 40% of agentic AI projects will be cancelled by the end of 2027, largely because costs rise, business value remains unclear, or risk controls fail to mature. Many initiatives never move beyond proof-of-concept, despite early success. The issue is rarely…
Living With AI: Are We Finally Learning How to Adapt?
Every generation meets a technology that unsettles it. The radio did. Television did. The internet certainly did. Now it is AI. What makes this moment different is how quickly fear and fascination coexist. We worry about jobs disappearing, creativity fading, and machines knowing too much. At the same time, we ask AI to write emails, help with…
Enterprise AI Tools Companies Kept Vs Dropped
A new year has a way of clarifying things. Budgets reset. Planning decks reopen. Tools that once felt “strategic” suddenly face a simpler test: are people still using this? As enterprises moved into 2026 planning mode, many AI tools failed that test. There were no announcements and no shutdown notices. They simply stopped appearing in renewal discussions. At…
OpenAI’s Sora AI Video App Ignites a Hollywood Copyright Fight
Within days of the Sora AI video app launch, the Motion Picture Association demanded OpenAI take “immediate action” against copyright infringement happening at an unprecedented scale. Studios watched as their protected characters flooded social feeds with AI-generated clips. OpenAI framed it as creative exploration. Hollywood framed it as IP theft enabled by algorithmic volume. The collision highlighted how quickly…
OpenAI o3 Model Claims Breakthrough Reasoning, Does It Deliver?
The OpenAI o3 model scored 75.7% on ARC-AGI, a benchmark designed to resist memorization. It cleared PhD-level science questions at 87.7% accuracy. It achieved 96.7% on advanced math competitions. The numbers looked extraordinary. Then, engineering teams deployed it into production environments and watched it confidently recommend solutions based on infrastructure that didn’t exist yet. The gap between benchmark performance…
Innovation vs Imitation: The Feature Arms Race in Social Media
Instagram launched a feature to speed up Reels at 2x by long-pressing the screen. The feature already existed on TikTok. TikTok introduced broadcast channels for creators. Instagram already had that. The loop repeats across every central platform. One app ships a feature. The others replicate it within weeks. The rise of social apps copying features has replaced differentiation with…
Holiday AI Shopping Assistant: A Friend or Foe?
Tools marketed as neutral helpers are increasingly perceived as negotiation engines masquerading as guides. The AI shopping assistant that promises to simplify your choices often behaves like it has a different agenda entirely. If you are an IT leader, CTO, DevOps engineer, architect, or security professional, this moment matters because AI shopping assistant design choices preview how AI…
Cloud Security 2026: The Non-negotiable Rules for a Safer Cloud
Cloud Security is no longer a technical checklist. It has become a leadership issue shaped by hard lessons from 2025. As cloud environments grew more complex, organisations learned that scale magnifies small mistakes faster than ever. In its State of Cloud and AI Security report, the Cloud Security Alliance found that 59% of organisations identified insecure identities and risky…
From Earth for Space: Lisa Vitaris and the Future We Choose to Build
In conversation with the Director, and the conscience behind the International Astronautical Congress (IAC) 2025’s global mission. Space Visionaries: Minds Shaping Humanity’s Next Frontier In an era where exploration stretches beyond Earth, this series honours the leaders redefining humanity’s place in the cosmos — those who blend precision with empathy, ambition with responsibility, and innovation with…
CES 2026 Will Showcase More Vaporware than Real Products
The early signals around CES 2026 feel off. Not explosive. Not revolutionary. Just inflated in a way that quietly worries engineers more than it excites them. Behind the scenes, a rare consensus is forming across product teams: the gap between stage-ready demonstrations and factory-ready hardware has never been wider. Yet when the Consumer Electronics Show 2026 opens, the…