# 1st Report Of April 2026

### Mainnet Performance

* Validator nodes: 101
* Miner nodes: 1,008
* Wallets (net change): +22

### Project Progress

#### Large Language Model Development

* Optimized Morpheus as the foundational large language model for AI Agents — 100% (Integration and debugging with the Agent Model Center remains).
* Introduced DeepSeek V3's Mixture-of-Experts (MoE) framework to improve base-model training efficiency — 100%.

#### Distributed Privacy Computing Support

* Extended the MANTA compute system to support privacy-preserving training and inference required by Agents — 0% (on hold).
* Adapted MANTA to support MoE-based training and inference for DeepSeek V3 — 0% (on hold).

#### Agent Model Center (MVP)

* Deployed the first version of the Model Center, initialized with Agent Tools from MATRIX AI, enabling users to assemble custom Agents — 100%.
* Expanded compatible baseline models for the Agent Model Center; introduced DeepSeek V3 as one of the supported benchmarks — 100%.

            Upgraded the DeepSeek compatible model, extending the context length to 128K.

#### AI Agent (MVP)

* Released a Morpheus-based AI Agent MVP for user testing — 100%.

Brainwave Distributed Database (NeuraMATRIX)

* Launched NeuraMATRIX, the first ecosystem application; started user data collection and anonymized preprocessing — 74%.

#### Others

* Defined BioData multi-dimensional tag attributes:

```
BioData Tags
├─ Biological Tags
├─ Technical Tags
├─ Temporal Tags
├─ Quality Tags
├─ Privacy Tags
└─ Economic Tags
```

* Defined BioData provenance attributes:

```
Data Provenance
├─ Subject Info
├─ Device Info
├─ Collection Context
├─ Processing History
└─ Ownership Record
```

Designed a biological data privacy protection architecture:

* Introduced Zero-Knowledge Proofs (ZKP).
* Implemented tiered access control for privacy data.
* Implemented a user-autonomous data authorization mechanism.
* Designed an encrypted storage architecture.

Designed a decentralized storage system structure:

* Established a biological data distributed storage layer.
* Integrated IPFS / distributed databases.
* Implemented data sharding and redundancy mechanisms.
* Implemented data integrity verification.

\ <br>


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.matrix.io/bi-weekly-reports/1st-report-of-april-2026.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.