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Neuron registration trends
Asset managers and individual investors lack transparent, scalable infrastructure to submit, test, and optimize investment strategies across multiple asset classes without intermediaries taking excessive fees. Building and validating strategies in isolation limits learning from collective market intelligence.
A decentralized network where strategy contributors submit their approaches and are compensated based on real, auditable performance solves this problem. Validators independently verify results using standardized metrics—return, drawdown, volatility, and more—creating trustless incentives for quality strategies. Contributors benefit from transparent performance ranking and network-wide feedback without gatekeeping.
Investing (Subnet 88) implements this as a decentralized AUM network on Bittensor. Miners submit strategies for Tao/Alpha staking and US stocks portfolios; validators score strategies daily using a composite metric that weighs return, risk-adjusted margins, consistency, and rebalancing frequency. Emissions flow to miners whose strategies consistently outperform, measured across a rolling 50-day window.
simst tool, then submit live to the network and earn TAO-based rewards proportional to strategy outperformance.Use cases were auto-generated from the GitHub repository and may not reflect the latest changes.
Investing is a decentralized AUM (Assets Under Management) subnet on Bittensor that enables miners to submit and optimize investment strategies across multiple asset classes including Tao/Alpha staking and US stocks. Validators score strategies based on return, volatility, drawdown, and other risk-adjusted metrics, with emissions distributed proportionally to strategy performance. The subnet leverages a global network of human and AI intelligence to provide investment services for retail and institutional investors.
The subnet operates with miners submitting investment strategies via files in the Investing/strat/ directory that are automatically detected and submitted. Validators query miners via the Strategy synapse protocol, receive strategy outputs, and calculate daily scores based on performance metrics (PnL, distribution, days, ratios). Miners use a blacklist/priority system to filter requests (requiring hotkey registration and optional validator permit) and prioritize based on caller stake.
The validator maintains moving averages of miner scores and sets on-chain weights. The architecture leverages the Bittensor template base classes (BaseMinerNeuron and BaseValidatorNeuron) for standard functionality like wallet/metagraph management, with custom scoring logic in the core.etc module.
Decentralized AUM
This information was auto-extracted from the GitHub repository and may be incomplete or out of date. Always refer to the subnet's GitHub repository for the latest instructions.
The scoring algorithm computes a final score = MAR × LSR × odds% × daily%, where MAR is return/risk ratio, LSR is loss-to-sum ratio (correlated to Sharpe ratio), odds% derives from Kelly criterion, and daily% is daily compound return. Additional adjustments include: clipping profit outliers, penalizing short positions and cash allocations, applying Dynamic Emission Control (DEC) based on activity recency, and a 50-day rolling window. Newly registered miners have a 3-day immunity period.
Scores are adjusted proportionally based on days trading if less than 30 days. A single score metric encompasses multiple factors to provide a comprehensive performance evaluation.
The sections above were auto-generated from the GitHub repository and may not reflect the latest changes. View repository
FAQs were auto-generated from the GitHub repository and may not reflect the latest changes.
Holder & total-staked metrics as of 1h ago (hourly snapshot)
Miners require a certain amount of Alpha staked (currently 192 Alpha + 64 Alpha paid). Multiple miners can run on one machine with different ports.
Install system dependencies and PM2 process manager
sudo apt update && sudo apt install npm -y && sudo npm install pm2 -g
Clone the subnet repository
git clone https://github.com/mobiusfund/investing && cd investing
Create and activate Python virtual environment(optional)
python -m venv .venv && . .venv/bin/activate
Install the subnet package in editable mode
python -m pip install -e .
Start the miner with PM2, replacing {coldkey} and {hotkey} with actual wallet credentials
pm2 start neurons/miner.py --name investing-miner -- --wallet.name {coldkey} --wallet.hotkey {hotkey} --netuid 88Install system dependencies and PM2 process manager
sudo apt update && sudo apt install npm -y && sudo npm install pm2 -g
Clone the subnet repository
git clone https://github.com/mobiusfund/investing && cd investing
Create and activate Python virtual environment(optional)
python -m venv .venv && . .venv/bin/activate
Install the subnet package in editable mode
python -m pip install -e .
Start the validator with PM2, replacing {coldkey} and {hotkey} with actual wallet credentials
pm2 start neurons/validator.py --name investing-validator -- --wallet.name {coldkey} --wallet.hotkey {hotkey} --netuid 88