Music evolves.
Creation stays human.

Intelligent musical systems that model musical evolution and collaborate reliably with human composers.

SeraWorld models musical evolution.
SeraForge transforms that intelligence into reliable human–AI musical action.

Shared foundations.
Distinct research questions.

One musical state. Independent research paths. A common commitment to composer control.

Sera Core

Authoritative musical state

The authoritative symbolic score infrastructure shared across Sera projects.

Score representation · MusicXML / MIDI · Reversible patches

SeraEdit

Structured score editing

A local-first pipeline for language-guided MusicXML editing: source fingerprints, protected scopes, transactional validation and separately reviewed revisions.

Source fingerprints · Protected scopes · Reviewed revisions
Explore SeraEdit

SeraWorld

Musical intelligence

A research platform for learning how musical states evolve through representation, prediction, generation and long-range structural modeling.

Representation · Prediction · Musical evolution

SeraForge

Reliable musical agency

An AI-native composition IDE for reliable long-horizon symbolic music editing through tools, persistent musical memory, validation, intent preservation and reversible workflows.

Tools · Validation · Human control

SeraEdit provides a structured MusicXML editing foundation. Sera Core defines shared state; World and Forge pursue distinct research questions. SeraForge can run without SeraWorld; optional model proposals still pass validation and human review.

Beyond a single generated piece.

We study how musical ideas develop, how an agent retains intent across many edits, and how composers can inspect, compare and reverse AI proposals.

Read the research agenda →

Let’s talk about the work.

For research conversations and project enquiries.

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