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Posted April 23, 2026 at 10:31 am
Another year, another coffee shop. In an annual tradition dating back to 2022, your author and Heptagon’s Chief Technology Officer met to discuss all things tech, cyber and AI. Our most recent conversation was particularly pertinent, coming hot on the heels of the release of Claude Mythos, currently the most capable AI model ever built.
“We’re getting closer to singularity”, was one of the key messages from our meet-up. In this worldview, AI systems become capable of improving on their own intelligence, rapidly creating generations of superior AI that far exceed human cognitive abilities. The rate of progress even relative to a year ago, when we last conversed , has been “night and day.” The latest AI tools available can “double productivity”, based on multiple anecdotal data points.
Crucially, there is no point in seeking to fight the direction of travel. Instead, with “the genie out of the bottle”, we should lean into the benefits that AI can bring to organisations, freeing employees up for “more valuable tasks.” In the future, “AI [could be] the new UI.” Imagine one user interface that could potentially replace the need to switch between multiple programmes such as Teams, Outlook, Office and web browsers to complete assignments.
Fear not, humans won’t be (fully) replaced by automatons any time soon. We were both in agreement that AI “won’t kill relationships”, even in a world that may be progressing towards a point of singularity. A better form of AI might be one “not restrained by biases” that “could create a new language.”
For now, recognise that large language models are “built by imperfect humans.” This reinforces the logic to “question everything”. Humans – whether performing business processes or faced with cyber threats – remain “the weakest link in the chain.” Even in a world where AI plays an increasingly important role, “security is permanent… without it, what’s the point [of data]?” This accords with our long-standing view and reinforces the logic of ongoing training. The only truly secure computer is indeed the one that is “switched off, disconnected, and buried six feet deep.”
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Originally Posted April 23, 2026 – Coffee with the CTO, 2026 edition
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