AI Startups: When AI is forced to confront trust
Artificial intelligence has become more capable, but that has only made its weaknesses more consequential. In this fifth article of seven drawn from AI startup ...
May. 18, 2026
In this episode of Into The Madverse, Mark Venables speaks with David Weinstein, CEO at KayOS, and an AI strategist and systems thinker, about why the next phase of AI is not about replacing people, but scaling human intuition, interpretation, and curiosity. From encoding organisational bias into AI agents to building infrastructure that prioritises context over models, the conversation explores why companies obsessed with automation may be missing the real competitive advantage.
In this episode of Into The Madverse, Mark Venables speaks with Daniel Meyer, Chief Technology Officer at Camunda, about why AI in regulated industries fails at scale when enterprises cannot prove what the system did, why it did it, and who stayed accountable.
In this episode of Into The Madverse, Mark Venables speaks with Matt Penton, Director of Data & AI at BIP Group, about why relying on a single large language model is a fundamentally flawed strategy for enterprise AI. They explore multi-LLM consensus, agentic supervision, bias, hallucination.

In this episode of Into The Madverse, Mark Venables speaks with David Weinstein, CEO at KayOS, and an AI strategist and systems thinker, about why the next phase of AI is not about replacing people, but scaling human intuition, interpretation, and curiosity. From encoding organisational bias into AI agents to building infrastructure that prioritises context over models, the conversation explores why companies obsessed with automation may be missing the real competitive advantage.

Illuminaire is a platform that connects the entire data ecosystem. It is designed to be inclusive, reaching out to the new breed of executives that have responsibility for deploying AI across an enterprise
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