What we're thinking
Writing and research on the questions the practice keeps returning to, and pointers to important work published elsewhere.
white paper
On why technical AI orchestration is necessary but not sufficient — and on the work of articulating the organizational charter and AI operating doctrine that give a company's AI strategy a normative center.
position paper
On why adversarial testing has overfit to logical exploits while neglecting the interpersonal register — and on what a taxonomy of manipulator personalities reveals about the affective vulnerabilities of frontier models.
essay
On Andrej Karpathy's claim that “the hottest new programming language is English” — and what it means for organizations now that their internal documents, behavioural policies, and operating doctrines are being read by machines as faithfully as by people. Software 1.0 was code; Software 2.0 was weights; Software 3.0 is prose. Endoxa's practice is built on the consequences.
essay
On writing as the central skill in AI-augmented work — and why the right preparation for working effectively with these systems is older, and more specific, than the current prompt-engineering literature suggests. Long before there were prompts, there was the writing-specialist's craft of helping someone specify their intent precisely enough that a fluent collaborator could act on it.
Rodeux traces a through-line from twentieth-century philosophy's linguistic turn to the moment generative AI inverts the move: where the analytic tradition charted the limits of what could be said, language models now treat prose as the substrate from which thought and artefact are generated. Useful intellectual context for the practice's claim that prose has become a programming language.
Rizal Khoirul Anam's survey-based study (n = 243) finds that more specific, contextual prompts correlate with measurable gains in task efficiency and outcome quality — empirical grounding for the claim that the way humans write prompts is what determines whether generative AI is useful.