Your platform for
frontier AI research
Understand, debug, and improve your model with Silico.
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From research questions to insights
Your agent for long-running experiments
Silico turns a research goal into an experimental plan, runs the work in parallel, monitors progress, and returns results you can inspect.
A research harness for ambitious experiments
Silico keeps the context of a research program, coordinates specialized agents, and gives them reusable skills and built-in research libraries—so experiments can run from question to result.
Compute orchestration for frontier research
Access GPUs on demand through Silico or run on your own clusters. Silico coordinates experiments across fabrics, monitors every run, and keeps long-running work moving without constant supervision.
Use cases
Explore how your model works
Visualize model architecture, train SAEs and probes, map neural geometry, and test causal hypotheses about what your model has learned.
Diagnose model failures
Trace regressions and unexpected behavior to undertraining, information bottlenecks, feature collapse, spurious correlations, or dataset artifacts.
Train and improve your model
Run SFT, DPO, and RL experiments, compare checkpoints, test targeted interventions, and measure what changed.
Replicate and extend research
Give Silico a paper to reproduce or modify. It plans and runs the experiments, then compares the results with the original.
Researchers on Silico
“Access GPUs on demand through Silico or run on your own clusters. Silico coordinates experiments across fabrics, monitors every run, and keeps long-running work moving without constant supervision.”
Tucker fross, mayo clinic
“Access GPUs on demand through Silico or run on your own clusters. Silico coordinates experiments across fabrics, monitors every run, and keeps long-running work moving without constant supervision.”
Tucker fross, mayo clinic
“Access GPUs on demand through Silico or run on your own clusters. Silico coordinates experiments across fabrics, monitors every run, and keeps long-running work moving without constant supervision.”
Tucker fross, mayo clinic
Run experiments across models and modalities
Learn more about how Siilco can help you understand, debug, and intentionally design your foundation model
Start researching with Silico
Download Silico for macOS, or talk with us about bringing it to your team and infrastructure.