AI in chemistry

How long can traditional drug development take?

• 2 years

• 5 years

• 10 years

• More than 10 years

What is the typical cost of developing a new drug using traditional methods?

• Up to $500 million

• $1 billion

• More than $2 billion

• $200 million

What are the benefits of AI in drug discovery?

• Speeds up the process

• Reduces costs

• Replaces the need for clinical trials

• Identifies the most promising molecules

What is AlphaFold by DeepMind used for?

• Automatic clinical testing

• Predicting side effects

• Predicting protein structures

• Designing personalized treatments

What can AI do when simulating molecular behavior?

• Predict how a molecule will bind to a biological target

• Estimate toxicity

• Eliminate all risks of failure

• Choose pill color

What is personalized medicine?

• A universal treatment for everyone

• Therapy based on a patient's age

• Treatment tailored to a patient’s genetic profile

• A method used only in AI labs

What does SAR (Structure-Activity Relationship) describe?

• A brain imaging technique

• The relationship between chemical structure and biological activity

• A type of enzymatic reaction

• A DNA-based process

How was SAR traditionally analyzed?

• With AI

• Through spectroscopy

• Using trial and error

• With genetic sequencing

How does AI accelerate SAR analysis?

• Predicts the effectiveness of new molecules

• Learns from existing molecule databases

• Selects molecules randomly

• Performs experiments unsupervised

What did the example with molecules A, B, and C demonstrate?

• That all molecules had the same activity

• That structure has no impact on activity

• That activity changes depending on molecular structure

• That all forms are inactive