Public Search Data Is Becoming Critical for Training and Evaluating AI Systems
Anyone involved with AI today, whether training, evaluating, or validating new systems, needs access to high-quality public search data. As search results become... Read more.
Examining the Causes of AI Project Failure at Scale and the Importance of Delivery Maturity: Insights from Viacheslav Latypov
Even with major investments and fast progress in artificial intelligence, many AI projects never move past the pilot stage. Studies show that organizational barriers,... Read more.
The Engineer Who Built the Rulebook: How Sabhya Katia Created the Industry’s First Compliance Framework for Liquid-Cooled Data Centers
When artificial intelligence workloads began demanding rack densities that conventional air cooling could no longer support, the data center industry faced an unexpected... Read more.
The Philosopher Who Codes: How Yimao Zhou’s Path from Medical School to AI Shaped a Different Kind of Founder
Why Emagen AI founder’s unusual background—from studying how to conquer death in medical school to questioning human nature in philosophy—gives him a perspective... Read more.
How Leadership, Guardrails, and Culture Turn AI Into an Everyday Accelerator with Sabareesh Kappagantu
As artificial intelligence becomes embedded in everyday software development, the real challenge for engineering leaders is no longer access to powerful models,... Read more.
Tax Season Meets AI: Rajeswaran Ayyadurai on Modernizing Accounting for Accuracy, Scale, and Insight
As tax season puts renewed pressure on finance teams to deliver accuracy, speed, and compliance under tight deadlines, many firms are reexamining the systems and... Read more.
Aishwarya Reehl on What AI in Government Systems Teach You About Trust, Risk, and Accountability
Artificial intelligence is moving fast, but in government and highly regulated environments, speed has never been the primary concern. Trust, accountability, and... Read more.
Why the next era of AI video depends on orchestration, not just models
At 2:00 a.m., the problem doesn’t look like “AI video.” It looks like a production incident: a queue backing up, a generation job failing halfway through,... Read more.
Designing AI Systems Where Failure Isn’t an Option
Hardial Singh has spent over 15 years designing data and AI systems for organizations where failure carries real consequences. His work in healthcare, finance, insurance,... Read more.
Harish Reddy on Why Responsible AI Has Become the New Blueprint for Enterprise Trust and Safety
The significance of responsible AI becomes immediately clear when you begin examining how modern organizations are building and securing their most sensitive digital... Read more.