Build frontier models
Orchestrate a country of ML research scientists. Run experiments and train models at scale around the clock in our datacenters.
Gold price EDA
python3 -c "import pandas as pd; df = pd.read_csv('monthly.csv'); print('Shape:', df.shape); print(df.describe())"
Gold forecast lineage
Greedy tree - 15 experiments - val mae
Trusted by researchers at
Auto-Research Anything
Research agents that plan, run and learn from experiments.
Hillclimb any objective by spinning up a country of ML researchers that run experiments, learn from failures, and use each result to improve the next.
Turn the long-run gold price file into a research note: regimes, return tails, volatility, an...
Cloud Platform
Compute and storage optimized for every research run.
Machines
GPU Compute
Multi-cloud
GCP, AWS, Azure, RunPod, and Together AI.
T4 to B200
Scale from quick tests to frontier training.
Secure access
Dedicated HTTPS endpoints with authentication for each machine.
Lifecycle control
Start, stop, and reset machines while storage persists.
Artifact Storage
Datasets and Models
Upload
Push datasets, checkpoints, and models from the app or API.
Organize
Keep artifacts scoped to the right project, team, and visibility.
Secure
Private resources use time-limited signed URLs.
Access
Pull data into machines, experiments, agents, and tools.
Dataset and model formats
CSV
JSON
Parquet
PNG
MP4
PDF
.pt / .pth
.onnx
.h5And more...