AI is not replacing dealmakers, but it is rewiring how targets are found, vetted, priced, and defended in 2025. The modern M&A process starts the same way it always has. Someone believes one company should buy another, and a small group of people works to support that idea. What sets today apart is how quickly […]
Why AI-native startups are shipping breakthroughs faster than the companies that invented the modern internet. In late 2025, it has become quite common for the most impressive new AI features to come first from companies that many still call “startups.” These features are then released later, redesigned and repackaged, on platforms that serve billions of […]
The AI-Driven Drug Discovery Revolution with Real Money, Real Breakthroughs, Real Timelines A Quiet Revolution The drug discovery process has been one of the slowest and most costly in science. It typically takes over a decade and costs more than a billion dollars to bring a new therapeutic agent to market. In 2025, this is […]
The AI tools built for companies that are still searching for customers A Layer Most People Never See The public AI boom is straightforward to see. New models keep coming out, GPU clusters grow, and companies hurry to get on board with this trend. This story fills conference stages and quarterly earnings calls. It’s clear […]
Inside the trillion-dollar pursuit of artificial general intelligence. The world’s most powerful technology companies are starting to see intelligence as a key resource. This resource could decide economic, political, and even civilizational dominance. And they are investing in it more than ever. In 2025, NVIDIA surpassed US $3.1 trillion in market capitalization, briefly overtaking Apple, […]
How compute power became the newest financial asset in the AI economy. The Invisible Commodity Training the latest generative-AI models costs billions, not millions. By mid-2025, leading labs reported that compute budgets had surged, driven by rising demand for high-performance GPUs and data-center scale-up. For example, CoreWeave signed a five-year contract worth US $11.9 billion […]
Why companies are no longer “testing” artificial intelligence — they’re building on it. There’s a quiet change in the language of corporate strategy and the business world is taking notice. A year ago, executives spoke about pilots. Today, they talk about platforms. According to McKinsey & Company’s 2025 State of AI Survey, 88% of organizations […]
How AI is uncovering layers of market meaning previously invisible — not just what prices say, but what they imply about collective behavior. The market has always been a mirror — reflecting not just what investors know, but what they believe they know. Today, that mirror is being observed under the microscope. AI systems, armed […]
Where Simulations Discover Before We Do For as long as we can remember, the hardest part of science was running the experiment. Now, increasingly, the hardest part is remembering that the experiment isn’t real. Across labs, universities, and private AI institutes, a new branch of inquiry is emerging: synthetic reality research — the study of […]