In plain English
This page is reference material: definitions, schemas, catalogs, templates, and implementation records.
- Why this matters: AI risk can come from the whole arrangement, not one obvious model.
- What to look for: data, memory, routes, adapters, tools, evaluators, updates, and rollback paths.
- Technical version below: the expert terminology remains available and is linked through the glossary.
ModelBreeder Project Resource Map
This page is a source-lead map, not an endorsement list. The links came from uploaded ModelBreeder and ecology-dashboard reports. They are useful for architecture vocabulary and future review, but each external project must be independently checked before production use.
Browser-native model architecture
| Resource | Why it is relevant |
|---|---|
| raviadi12/modelbreeder | Browser-based CNN construction and visualization reference. |
| TensorFlow.js | Browser-side ML execution engine referenced by the reports. |
| Three.js | 3D scene rendering for topology and tensor-shape visualization. |
Evolutionary model and prompt breeding
| Resource | Why it is relevant |
|---|---|
| Promptbreeder | Self-referential prompt-evolution analogue. |
| Sakana AI evolutionary model merge | Research lead for evolutionary merging recipes. |
| Mergenetic | Open-source lead for evolutionary model mergingCombining model weights or adapter deltas into one artifact. Open glossary definition with configurable fitness. |
| MergeKit | Model merging toolkit lead referenced by model-breeding discussions. |
Browser ecology and artificial life
| Resource | Why it is relevant |
|---|---|
| Flocc | Browser/server agent-based modeling framework. |
| Poly-Sim | Self-organization and many-agent visualization analogue. |
| Neuroparticles | Neural particles evolved through genetic algorithms. |
| Avida-ED | Educational digital-evolution dashboard. |
| ALIEN | High-performance artificial-life simulation reference. |
| ASAL | Automated search for artificial life with foundation models. |
Biological, industrial, and physical analogues
| Resource | Why it is relevant |
|---|---|
| easybreedeR | Breeding-data quality-control analogue. |
| Breeder Genomics Hub | Genomic prediction and crop-breeding analytics analogue. |
| BrAPI Java | Plant-breeding data exchange analogue. |
| UKAEA LIBRTI | Physical breeder-technology digital simulation analogue. |
Use boundary
Do not flatten these resources into one claim. Browser CNN visualizers, model merging, biological breeding records, and fusion breeder blankets are different systems. CognivirusA behavior pattern that can survive, move, or reappear across a changing AI system. Open glossary definition uses them only to clarify repeatable patterns: variation, lineage, evaluation, resource limits, reversible release, and retirement.
Related pages
- ModelBreeder Architecture Resource Synthesis
- Browser Ecology Dashboard Synthesis
- Source Report Preservation Policy
v1.22.0 risk-side boundary
This page preserves possibility-side source material. The Cognivirus use is narrower: translate controlled-evolution vocabulary into risk review. For that translation, use ModelBreeder Risk Side, ModelBreeder Risk Translation, and Model Breeding Risk Boundaries.