c.curionodeThe Turing Archive

2023 · Theory & algorithms

How much does randomness help?

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

2023Turing Award

Visual guide

The prize, pictured

How much does randomness help?: Complexity theory connected random choices with some of computation’s deepest limits.
Original conceptual diagram by Curionode. Read the text version below for the full explanation.
Read the poster text
  1. Randomise

    Allow an algorithm to make random choices.

  2. Analyse

    Relate its power to computational hardness.

  3. Replace

    Study deterministic substitutes.

Pseudorandomness is relative to specified observers or tests; it is not the same claim as physical randomness.

01 · The idea

In everyday language

Avi Wigderson reshaped understanding of randomness in computation and made broad contributions to theoretical computer science. Randomised algorithms can be powerful, but can their random choices be replaced by deterministic constructions? Work on pseudorandomness and derandomisation links that question to the difficulty of other computational problems.

Why it matters

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

02 · The people

Who brought the idea to life?

Illustrated portrait of Avi Wigderson

Avi Wigderson

Avi Wigderson studies the power and limits of efficient computation, especially the role of randomness. His work has connected computational complexity with cryptography, interactive proofs, and ways to replace random choices with deterministic methods. At the Institute for Advanced Study, he has helped develop a broad mathematical understanding of algorithms. His award recognizes both foundational results and the influence of these ideas across theoretical computer science.

Read the biography ↗

03 · Read further

From the original sources

Original explanations based on the official award record. The subject label is an editorial navigation aid.

  1. Official ACM profile: Avi Wigderson ↗awards.acm.org
  2. Heidelberg Laureate Forum: Avi Wigderson ↗www.heidelberg-laureate-forum.org