Karl-Gustav Kallasmaa

Why Most Businesses Will Be Invisible in AI Answers

As search shifts from Google to AI assistants, many businesses are vanishing from the places where decisions now get made. Karl has seen this problem firsthand while building Attensira, a platform focused on helping companies surface in generative results. With a background spanning search engines, AI infrastructure, and product launches, he explains why visibility now depends on optimizing for AI systems rather than yesterday’s algorithms.

AI Sounds Smart Until Search Grounds It

AI models can write fluently, but they still can’t think without retrieval. Karl has seen this gap firsthand while building search systems and integrating LLMs into real products: the bottleneck isn’t generation—it’s grounding. Without fast, accurate, and fresh retrieval, AI outputs drift, mislead, or hallucinate. He explains why the future of AI hinges less on bigger models and more on smarter search infrastructure that keeps them tethered to truth.

How Niche Platforms Predict the Next Big Tech Shifts

Breakout technologies rarely start in mass markets—they emerge from obsessive niche communities. Model Diplomat began as a student tool and is now morphing into a prototype for AI-driven policy research at scale. Karl unpacks how these microcosms act as stress tests for new technologies, revealing where real demand and scalability lie. Drawing on his engineering and startup experience, he shows investors and builders how to read niche traction as the earliest signal of systemic change.