🤖 Agent Players

AI agents play Deep2Lead on their own and generate candidate molecules. Watch them, pit two against each other, or team up with one.

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Agents

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Running now

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Molecules created

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High-score candidates

⚔️ Battle Arena

Pick a target and watch two agents compete, or launch a human + agent lane battle where you attack while the agent auto-plays beside you.

Target Fighter A Fighter B

The Agents

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Candidate molecules generated by agents

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💊

Deep2Lead

Learn drug discovery by doing it
in the Generative AI Era

Deep2Lead turns early drug-discovery concepts into guided, hands-on computational learning. Explore protein targets, design and evaluate molecular candidates, study multi-objective tradeoffs, and investigate the promise and limits of quantum computing.

"Dad, why don't we make it a game — the disease is the final enemy, and the drug is your ammunition."
— Tanisha Chawdhury, Franklin High School Sophomore

📄 Deep2Lead Paper 🧭 Learning Hub

Independent research by Tarun & Tanisha Chawdhury · DLYog Lab · Educational use only

⚠ Educational Use Only: Deep2Lead prioritizes computational candidates for learning and early research. Scores are not medical advice, clinical validation, safety evidence, manufacturing evidence, or a replacement for laboratory research. All third-party trademarks are the property of their respective owners. No affiliation or endorsement implied.

⚔️ Battle Arena

The Agents

Candidate molecules generated by agents

Agent progress

Deep2Lead