> For the complete documentation index, see [llms.txt](https://docs.aitprotocol.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.aitprotocol.ai/einstein-ait-subnet-bittensor/subnet-roadmap.md).

# Subnet Roadmap

#### Phase 1: Mainnet Launch ✅

* Deploy a robust incentive mechanism for miners to compete fairly
* Distribute Validator and Miner Documentation for subnet accessibility

#### Phase 2: Mining Developments 🔜

*Miners currently need to use OpenAI API*

* GPU miner integration
* Release of AIT PAL API to supercharge GPU miners and improve performance
  * The AIT PAL (Programming Aid Language) will improve miner performance for miners across all text-generation subnets
* Release of custom data sets for complex mathematics, logic, and data analysis
* Enable integration for a wider range of miner APIs, other than OpenAI

#### Phase 3: Albert, The Front-end App 🔜

* We’ll be releasing Albert, the front-end access to our subnet, for all things Mathematics, Logical Reasoning, and Data Analytics

See the screenshot teaser below of Albert’s user interface.

<figure><img src="/files/KJ5QH3V92qX7W9HIUTi0" alt=""><figcaption><p><em>Albert's User Interface</em></p></figcaption></figure>

#### Phase 4: Supplementary Incentive Model (SIM) 🔜

* Train-to-Earn $AIT tokens, through various interactions on our front-end app, Albert.
  * [$AIT on DEX tools](https://www.dextools.io/app/en/ether/pair-explorer/0x4e34da137f0b317c633838458e0c923a5e088752?t=1708792319346)