Milestones

Not a sudden miracle. A decades-long accumulation.

Modern AI arrived through many partial victories: symbolic systems, statistical methods, larger datasets, better chips, and interfaces that made the technology feel immediate.

1956

The field gets a name

Early researchers formalized the dream that intelligence could be described, modeled, and eventually built.

1997

Machines challenge mastery

Landmark systems showed that focused machine reasoning could outperform humans in narrow but symbolic domains.

2012

Deep learning accelerates

Modern neural networks transformed perception tasks and changed expectations across research and industry.

Now

General tools enter daily work

AI became an interface for writing, coding, searching, designing, and learning, directly in the hands of ordinary people.