1948
We learned to measure information.
Claude Shannon gave us a mathematical language for something that would eventually shape the digital world.
Before we could build an information age, we had to learn how to think about information itself.THE ROAD TO YOTTABIT
Yesterday's science fiction.
Today's starting point.
Think how astonishing today's world would look to someone from 1950. Now think about the next fifty years. This is a journey through the discoveries that changed our idea of what was possible.
A FEW MOMENTS THAT CHANGED EVERYTHING
The future didn't
arrive all at once.
1969
Computers began to connect.
Early networked computers pointed toward a future in which knowledge could move between machines.
A computer was no longer just an island. Connectivity would become a revolution of its own.1989
The Web made information feel close.
A proposal for the World Wide Web laid the groundwork for easier access to connected documents.
Information that once lived in separate systems would become available through a common interface.2003
We read the human genome.
Completion of the Human Genome Project marked an extraordinary chapter in turning biology into something scientists could measure and study at scale.
Biology began a new journey from observation toward deeper computational understanding.2017
AI acquired a powerful new architecture.
The transformer research paper helped lay the groundwork for a major generation of language and other AI models.
A technical breakthrough expanded what machines might one day learn, generate and help us do.2023
AI suggested millions of possible materials.
Computational materials research demonstrated that scientists could search enormous spaces of hypothetical structures.
Imagination and experimentation began to operate at radically different scales.2024
Millions of industrial robots were already operating.
The International Federation of Robotics reported roughly 4.664 million industrial robots in operational stock.
The next question is no longer whether automation is here. It is what happens when machines work together.Want the full historical research timeline? EXPLORE 50 MILESTONE CANDIDATES +
These fifty research milestones are drawn from the October 2026 evidence foundation. Some dates and descriptions still require final original-source verification.
1948Shannon publishes information theory
1956Dartmouth artificial intelligence workshop
1958Early integrated circuit research
1965Moore describes integrated-circuit scaling
1969ARPANET early network nodes
1971Intel 4004 commercial microprocessor
1973Ethernet research at Xerox PARC
1977Commercial fiber-optic telephone systems
1981IBM Personal Computer introduced
1983ARPANET transitions to TCP/IP
1984DNA sequencing commercial expansion
1985PCR research milestone
1989World Wide Web proposal at CERN
1991SI prefix yotta adopted
1993Public web browsers accelerate adoption
1995Commercial web and e-commerce diffusion
1997IBM Deep Blue defeats Kasparov
2001NHGRI genome sequencing cost series begins
2003Human Genome Project completion announced
2006Cloud infrastructure commercialization
2007Smartphone era accelerates
2008Next-generation sequencing lowers cost per genome
2009Renewable cost tracking expands
2010Utility battery project cost baseline
2012Deep convolutional learning breakthrough
2012CRISPR-Cas9 genome editing publication
2014Global industrial robot installations near 221,000
2015Foundation-model prehistory expands
2016AlphaGo defeats Lee Sedol
2017Transformer architecture published
2018AI model compute growth increasingly tracked
2019Scientific machine-learning datasets expand
2020GPT-3 released
2021AlphaFold open structure prediction milestones
2022200M+ AlphaFold predictions released
2022Genome sequencing cost approaches hundreds of dollars
2022Generative AI enters broad public attention
2023GNoME materials predictions announced
2023A-Lab research published
2023First FDA CRISPR-based treatment approval
2024Industrial robot installations reach 542,000
2024Industrial robots in use reach ~4.664M
2024Data-centre electricity estimate of 415 TWh
2024IRENA estimates 169 GWh of new BESS
2025Electric-car sales exceed 20 million
2025ITU estimates six billion online
2025TSMC announces 2nm production ramp
2025Stanford reports 88% surveyed organizational AI use
2025Global solar generation rises by ~600 TWh
2026AI Index highlights science-agent reliability limits