Recorded at the Station Street Festival 2025 in the nearby music school, this episode steps away from the stage and into a conversation that's equally urgent: what artificial intelligence actually is, what it isn't, and how businesses can take full ownership of it.

Host Nikola Nikolov is joined by Pavzo (Dimitar), a developer working on a custom offline AI model, and co-host Antonia Alexandrova. Together, they unpack a concept that runs against the current tide: building a narrowly profiled AI system from scratch, trained on a specific business's own data, with no internet connection required.

The conversation covers the core appeal of this approach — data privacy, cybersecurity, zero dependence on cloud services, and the elimination of hallucinations that plague general-purpose models like ChatGPT and DeepSeek. Dimitar explains how, beyond the 100,000-character mark, even the most advanced AI models lose their logical thread and begin to confabulate — and why a purpose-built, offline model sidesteps this entirely.

The guests walk through real-world use cases: from a tailor wanting industry-specific answers, to Microsoft's medical orchestrator system that analyses patient databases from the UK and the US, resolving 85% of complex individual cases with three suggested treatment pathways. There's also a closer look at Portugal's AI-assisted gastroenterology programme, where surgeons receive real-time visual guidance during operations.

The episode also tackles the bigger questions: the ethics of AI-generated content and intellectual property, the energy cost of a single ChatGPT query (1,250 watts), the vulnerability of the safe tensor kill switch, the difference between AI "in bulk" and AI "in retail," and why the future might belong not to programmers, but to prompt engineers.

A grounded, technically rich, and surprisingly accessible conversation about the AI revolution — recorded in the middle of a music festival.