AI agents are everywhere. Most do not deliver. The signal is ROI discipline, not hype. This guide integrates three threads: reality checks from leading researchers, a time-based ROI framework proven on a $1.9M engagement, and the platform shifts that will define distribution and compliance in 2025. You get a practical playbook for Finkler Funds readers […]
The speed of innovation in AI right now feels unreal. A new model, platform, or paradigm seems to launch every week, each promising to reinvent how we work, create, and compete. But buried under the hype are a few deep shifts that every tech-minded professional needs to understand if they want to stay relevant: If
Let’s unpack what each means—and why together they point to a deeper theme: changing the frame of a hard problem unlocks real progress. Part I — Physics: Watching “Something from Nothing,” Without the Impossible Machine The classic problem. In 1951, Julian Schwinger proposed that if you crank up a perfectly uniform electric field high enough,
This is a moment of convergence. Over the past year, China has laid out sweeping national plans, and dozens of companies have raced to deliver open models that rival or even outcompete Western counterparts on performance, cost, and availability. Meanwhile, foundational components—especially semiconductors—are becoming strategic choke points. For China, success in AI isn’t just about
If the past couple of days taught us anything, it’s that tech is sprinting in five directions at once: semiconductors are whipsawing, robotics is edging into airports and factories, AI labs are spending like sovereign funds, regulators are finally landing punches, and researchers may have found a surprisingly human fix for hallucinating chatbots: letting them
Artificial Intelligence (AI) isn’t just changing jobs — it’s changing how we live and learn. The people who succeed in this new era will be the ones who build daily habits around AI, turning it into a personal assistant, a teacher, and even a business partner. The good news? You don’t need a PhD or