c.curionodeThe Turing Archive

The Turing Archive

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Sixty ideas, one visual archive.

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When information obeys quantum rules
Description

Quantum physics became a resource for secure communication and computation.

Quantum information changed the questions researchers could ask about secrecy, communication and the physical basis of computation.

2025 · Cryptography & quantum

When information obeys quantum rules

Charles H. Bennett · Gilles Brassard

Learning from what happens next
Description

Reinforcement learning connects actions, rewards and improving predictions.

Learning through interaction became a central approach to decision-making systems, from games to control.

2024 · Artificial intelligence

Learning from what happens next

Andrew Barto · Richard Sutton

How much does randomness help?
Description

Complexity theory connected random choices with some of computation’s deepest limits.

These connections reveal that algorithm design, computational hardness and pseudorandomness are parts of a common theory.

Turning a model into a moving world
Description

Computer graphics made geometry, light and surfaces into the ingredients of film.

Rendering tools let artists work with complex visual worlds while reusable techniques manage much of the underlying computation.

2019 · Graphics & interaction

Turning a model into a moving world

Ed Catmull · Pat Hanrahan

Learning a hierarchy of patterns
Description

Deep networks learn useful representations through many layers of computation.

Learned representations helped transform tasks including image recognition, speech processing and other forms of pattern learning.

2018 · Artificial intelligence

Learning a hierarchy of patterns

Geoffrey Hinton · Yann LeCun · Yoshua Bengio

Measure before you build
Description

Computer architecture became a quantitative study of useful work and trade-offs.

Quantitative reasoning helped guide microprocessor development and made architecture choices easier to compare.

2017 · Computer systems

Measure before you build

David Patterson · John Hennessy

Sharing a secret in public
Description

Public-key methods changed how strangers could establish secure communication.

Secure communication no longer had to begin with physically distributing a shared secret to every pair of users.

2015 · Cryptography & quantum

Sharing a secret in public

Martin Hellman · Whitfield Diffie

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