AEVYRIUM / Intelligent systems
AI systems research & engineering

From source code to verified capability.

We distinguish ideas, documented engineering, passed local tests, pilot evidence and validated production operation. Our milestones are designed to be independently checkable—not marketing declarations.

CURRENT STATUS

Progress and remaining verification.

Defined in code

24 canonical digital identities

Names, identities, roles and boundaries are source-versioned; an owner-associated avatar concept is recorded separately.

Defined in code

AEVYRIUM AI Academy

Thirty domains, nine shared capability categories, specialist assignments and fifteen proposed assessments are represented in a separate repository.

Research evaluated

Splice-junction baseline

CPU training pipeline, model artifact, split methodology, held-out classifier measurements and inference service are documented.

Needs live acceptance

Integration and release

Endpoints and deployment work require current healthy-build, access-control and production evidence. Prior build and hosting failures prevent blanket live-status claims.

Not demonstrated

All-avatar specialist mastery

No evidence shows complete independent professional competency or weights training for each named avatar.

Research goals

Hardware, satellites and frontier sciences

Robotics actuation, satellite integration, genome-wide clinical interpretation and advanced long-range science require future independent experiments.

FIVE DELIVERY PHASES

A disciplined evolution path.

01

01 · Foundation

Identity integrity, curated knowledge, evidence quality, privacy and robust software verification.

02

02 · Engineering

Approved source tools, code/test workflows, model routing, permissions and monitored integration.

03

03 · Specialists

Expert-supervised practice, discipline-specific evaluation, benchmarks and controlled skill validation.

04

04 · Multimodal

Separately validated speech, image, video, 3D and physical-simulation interfaces.

05

05 · Continuous assurance

Dataset/model provenance, independent tests, monitored releases, incident response and rollback.

NEXT MILESTONE

Measure what works. Improve what matters.

Advance specialist evaluations, verify active infrastructure, separate safe software prototypes from consequential tools, and document operational evidence before expanding public claims.