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Insights

Research notes, technical papers and perspectives.

Insights is Noviota’s working publication space — research notes, technical explanations, project updates and longer essays arising from our work in infectious disease, immunology, computational biology and biological engineering.

The objective is not to maintain a high-volume corporate blog. We publish when a piece of work, method or argument is worth making available, and we favour material that can remain useful beyond the week in which it appears. Topics fall broadly into Research Notes, Technical, Perspectives and Projects.

All Research Notes Technical Perspectives

August 2026 · Research Notes · ~10 min read

When a Genome Model Produces a Working Virus

AI-designed bacteriophages offer an intriguing glimpse of the transition from predicting biology to designing it.

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August 2026 · Perspectives · ~6 min read

Biological Representation Is Not a Data-Formatting Problem

Making biological information machine-readable is not the same as representing biology. As computation moves towards reasoning and design, what we preserve about mechanism, context, evidence and provenance becomes increasingly important.

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August 2026 · Technical · ~5 min read

Why We Are Building Sybil

Sybil is an experimental domain-specific language through which Noviota is exploring how biological systems might be represented in forms that remain readable to scientists while becoming increasingly useful to computation.

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Follow our research

Occasional updates from Noviota on infectious disease, immunology, computational biology and new research outputs.

Noviota

Noviota — computational and programmable biology for infectious disease and immunology.

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