status: in development · ml infrastructure for the cc ecosystem

Raw data goes in. Trained models come out.

Smelt is the ML foundry for the Colossal Capital ecosystem — distributed training, model serving, data pipelines, and live 3D rendering for NFT collections, market models, and physics simulations. One foundry, every model the platform runs on.

How it works

# smelt foundry train → market models, portfolio agents, nft intelligence serve → live predictions across delt, zenith, twf render → on-demand 3d assets, reproducible from seed

What gets forged

Six model families in production rotation

Market predictionPrice forecasting, market-cycle detection, trend analysis, and volatility prediction across crypto and traditional markets.LSTM · transformer
Portfolio optimizationPPO reinforcement-learning agents for multi-asset trading: risk-adjusted construction, dynamic rebalancing, and backtesting at scale.PPO · RL
NFT intelligenceRarity scoring, valuation models, trait analysis, and market sentiment — plus models that steer what gets minted next across live-generated collections.rarity · creation
Physics simulationsMathematical and particle simulations rendered as 3D assets for collections and research visualizations.simulation · 3d
Trading signalsSignal generation with real-time adaptation, automated strategy backtesting, A/B testing, and performance monitoring.signals · backtest
Model managementVersions, retraining, and monitoring so models stay honest in production.

Infrastructure

Four capabilities, one foundry

distributed compute

Training

Train models at production scale for the products that need them.

model serving

Serving

Live inference for ecosystem products — predictions where the work already happens.

data processing

Pipelines

Prepare training and live data without a separate foundry per product.

3d rendering

Rendering

On-demand 3D for NFT art and simulation visuals — reproducible from a seed.

Who it feeds

Every prediction in the ecosystem traces back here

Tendryl streams training data in — market feeds, chain events, financials. Delt takes predictions, signals, and portfolio recommendations into the trading app. TWF mints sea turtles live from this foundry. Aether serves rendered physics NFTs. Zenith displays live market predictions in the trading terminal, and ideight art-directs the visual pipeline the farm executes.

Smelt is internal infrastructure for the CC ecosystem — there's no standalone subscription. Platform access follows your Colossal Capital tier via the keys portal.

Raw data goes in. Trained models come out.

Six model families in production rotation

Four capabilities, one foundry

Every prediction in the ecosystem traces back here

Updates on Smelt