The ghost is the machine
The brain is the most complex object we know. But until recently, decoding it meant slow scans, sparse signals, and noisy interpretations.
Designing new molecules was once alchemy. Now it’s computation.
AI tools like DeepMind’s AlphaFold and Meta’s ESMFold have mapped protein structure prediction to within atomic accuracy. What was once guesswork is now simulation. And with that clarity comes a new era: designing function, not just observing it.
Using AI, we can design chemicals that are safer, more-effective, and precisely-targeted
The stakes in chemistry and biology are high. A poorly tested compound can poison a community. A misjudged protein interaction can trigger catastrophic immune reactions. Historically, ensuring safety has meant laborious lab work, animal trials, and years of slow iteration.