Silico documentation
Silico turns research questions into experiments and reports you can inspect, extend, and share.
Get started
Example reports
See what a finished Silico report can look like.
Restore cyber safety after preference tuning without losing helpfulness
Model safety · Cybersecurity
Preference tuning erodes cyber safety, and internal probes restore it
Detect a hidden safety regression, then feed refusal and cyber-topic probes back into training to recover protection while preserving benign compliance.
Slim down a robot-control policy without sacrificing task success
Causal model design · Robotics
Locate the causal interface before pruning it
Find the layers a robot policy actually uses, then simplify its internal interface and test the leaner design on held-out tasks.
Help a protein model find better drug-binding structures
Model steering · Drug discovery
A structure model's confidence score buries its own best answer
Use hidden activations to surface promising protein–ligand structures the model ranked poorly, then steer it to generate more of them.