Autonomous AI that discovers drugs. Not a tool you operate—a scientist that works for you, 24/7.
An AI Scientist is an autonomous artificial intelligence system that performs scientific research independently—forming hypotheses, designing experiments, analyzing results, and iterating on discoveries without constant human direction. Omic's AI Scientists specialize in drug discovery, working 24/7 to identify therapeutic targets and design novel medicines.
Analyze multi-omics data to identify novel drug targets. Find disease mechanisms human researchers would miss.
Generate novel small molecules optimized for potency, selectivity, and drug-like properties.
Run virtual clinical trials on digital patients. Predict who responds before you synthesize a compound.
Continuously analyze scientific papers. Connect findings across millions of publications.
Build custom analytical pipelines. Create new tools when existing ones aren't sufficient.
Learn from each experiment. Continuously improve hypotheses based on results.
| Capability | Omic AI Scientist | Sakana AI Scientist | General LLMs |
|---|---|---|---|
| Drug target discovery | ✓ | — | — |
| Molecule design | ✓ | — | — |
| Multi-omics analysis | ✓ | — | — |
| Digital patient simulation | ✓ | — | — |
| Autonomous research | ✓ | ✓ | — |
| Paper generation | ✓ | ✓ | Limited |
| Real therapeutic programs | ✓ | — | — |
| GPQA Diamond Score | 93.3% | N/A | 50-84% |
An AI Scientist is an autonomous AI system that performs scientific research independently—forming hypotheses, designing experiments, analyzing results, and iterating. Unlike tools requiring constant direction, AI scientists work autonomously 24/7.
Our AI Scientists integrate multi-omics data, build digital patient models, read scientific literature, form hypotheses about disease mechanisms, and design/test drug candidates—all autonomously without human intervention for each step.
Sakana AI's system generates ML research papers. Omic's AI Scientist is purpose-built for drug discovery with specialized capabilities: multi-omics analysis, digital patients, molecule design, and clinical simulation. We have real drugs advancing to clinic.
AI Scientists augment human researchers, not replace them. They handle computational work—analyzing data, testing hypotheses, designing molecules—while humans provide strategic direction and validate discoveries. Together they achieve what neither could alone.
Start discovering drugs 100x faster with autonomous AI research.
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