Category: Research & Innovations

A growing class of AI models now spends seconds, sometimes closer to a minute, working through a problem before responding, deliberately trading speed for accuracy. We look at what test-time compute scaling actually changes technically, what it costs, and how builders are learning to decide when it is worth the wait.

For years, capability gains came mainly from making models larger. A growing body of research suggests the more interesting gains now come from how a smaller model is taught, not how big it is. We look at what distillation is actually doing and why it has become central to how new models get built.

Systems that handle a three-step task competently fall apart on a thirty-step version of the same task, and the reason is closer to arithmetic than to intelligence. Research through 2026 has moved past the naive compounding-error model toward something more diagnostic — and more difficult.

Automation is no longer a distant concept—it’s happening around us every single day. From the way we interact with services to how decisions are made in businesses, artificial intelligence (AI) is quietly but steadily...

Industrial automation has long depended on pre-programmed machines and structured workflows, where robots followed strict, repetitive commands with limited adaptability. While automation has increased efficiency, traditional robotic systems have struggled with complex decision-making, dynamic...

Scientific discovery has long depended on trial-and-error experimentation, extensive research cycles, and manual data analysis, making breakthroughs in materials science, chemistry, and physics slow and costly. However, in October 2024, AI-driven scientific discovery models...

The pharmaceutical industry has long faced challenges in drug discovery, with research and development cycles often taking years or even decades before a single treatment reaches the market. However, in June 2024, AI-powered drug...

Scientific research has always relied on meticulous experimentation, data analysis, and hypothesis testing, often taking years to yield groundbreaking discoveries. However, in February 2024, AI-driven research models reached a new level of sophistication, enabling...

The pharmaceutical industry has always faced lengthy, expensive, and complex drug development cycles, often taking years before a single treatment reaches approval. However, in October 2023, AI-driven drug discovery reached a new milestone, significantly...

Industrial and service robotics have long been at the forefront of automation, but their capabilities have traditionally been limited by rigid programming, predefined workflows, and a lack of real-time adaptability. However, in June 2023,...