PeopleofSuperintelligence

Researcher

Karl Steinbuch

Karl Steinbuch was a communications engineer and computer scientist whose Lernmatrix became one of the first technically viable self-learning systems for letter recognition. In industry, he was technical director at Standard Elektrik Lorenz from 1948 to 1958 and developed Europe's first fully transistorized computer system in 1956; he coined “Informatik” in 1955 and became a professor in Karlsruhe in 1958. At Karlsruhe, his institute built a Lernmatrix demonstration by 1960, and the system prompted early discussion of artificial intelligence. His public role included work as an SPD futurist during the 1960s and growing sympathy for far-right ideologies in 1968. He joined the SS at 16, was involved in Wehrmacht war crimes, and died in 2005.

Born
1917
Died
2005
Badges

Years link to their sources.

Timeline

  1. By 1944

    Wartime service and physics

    At 16, he joins the SS; as a Wehrmacht member during the war, he is involved in war crimes. He studies physics at Stuttgart from 1936 and earns a doctorate there in 1944 during front leave.

  2. 1948–1958

    Industrial computing at SEL

    A communications engineer and computer scientist, he works as technical director at Standard Elektrik Lorenz in Stuttgart from 1948 to 1958 and develops Europe's first fully transistorized computer system in 1956. During the 1950s, he also develops the Quelle information-processing system and the Lernmatrix, an early neural network.

  3. 1955

    Coining Informatik

    He coins the term “Informatik” in 1955.

  4. 1958–1980

    Professor in Karlsruhe

    He becomes a professor at the Technical University of Karlsruhe in 1958 and directs its Institute for Message Processing and Transmission until 1980. In 1964, he is a visiting professor at Stanford.

  5. 1960–1969

    The Lernmatrix

    By 1960, his Karlsruhe institute builds a demonstration model that associates displayed patterns with selected characters. A 1969 example uses two modules, photocells and 200 relays to learn and recognize five vowels in upper- and lowercase, including letter forms that differ from learned examples. The Lernmatrix is one of the first technically viable self-learning systems, and its development prompts discussion of artificial intelligence at Karlsruhe in the early 1960s.

  6. 1960s–1968

    Politics in the 1960s

    In the 1960s, he works as a future planner for the SPD. As university reforms reach Karlsruhe in 1968, he shows growing sympathy for far-right ideologies.

  7. 1966

    Election to Leopoldina

    He is elected to the Leopoldina's information-science section in 1966.

  8. 2005

    Death in 2005

    He dies in 2005.

Career

  1. 1964Stanford UniversityVisiting Professor
  2. 1958–1980Technical University of KarlsruheProfessor
  3. 1948–1958Standard Elektrik LorenzTechnical Director
  4. Social Democratic Party of GermanyFuture planner

Education

  1. 1944University of StuttgartDoctorate in physics

From the biography.

  1. 20% of people at companies who shape AI also hold a university role, led by Google and Stanford UniversityIncludes Stanford University. We estimate that 539 of the 6,766 people with a known current organization (8%) hold both a university role and a company role, including 20% of people at companies and 13% of people at universities.
  2. Google had the most people shaping AI every year from 2014 to 2025Includes Stanford University. Our estimates of which organizations employed the most people shaping AI each year from 1955 to 2025, tracing the shift from university labs to companies.
  3. More people shaping AI studied at Massachusetts Institute of Technology than at any other institutionIncludes Stanford University. We estimate where the people shaping AI studied and where their careers led. Massachusetts Institute of Technology leads with 467 former students, including 291 recorded doctorates.
  4. The company share of AI researchers’ top papers was 31% in 2020–2024 and 8% in 1970–1974Includes Stanford University. We estimate where the people shaping AI worked when their most-cited papers appeared: the company share was 31% in 2020–2024 and 8% in 1970–1974, and Google led all organizations in 2020–2024.

Colleagues

People with dated positions at the same organization in the same years.

Sources and credits

Photo: We have no published photo of Karl Steinbuch yet. Send us a free-licensed photo.

  1. Deutsche Biographie - Steinbuch, Karl deutsche-biographie.de. Checked 20 October 2026.
  2. „Antidemokrat und Computerpionier“ – KIT Historiker legt Studie zu Karl Steinbuch vor - Campus-Report am 19.03.2024 publikationen.bibliothek.kit.edu. Checked 20 October 2026.
  3. Karl Steinbuch: Von der Kybernetik zur Politik | HNF Blog blog.hnf.de. Checked 20 October 2026.
  4. 056 - Lernmatrix zur automatischen Zeichenerkennung 100objekte.kit.edu. Checked 20 October 2026.
  5. Lernmatrix | ZKM zkm.de. Checked 20 October 2026.
  6. Liste der Mitglieder der Deutschen Akademie der Naturforscher Leopoldina/1966 – Wikipedia de.wikipedia.org. Checked 20 October 2026.
  7. KIT - ITIV - Institut - Geschichte - Geschichte des ITIV - Karl Steinbuch - Gründer des ITIV itiv.kit.edu. Checked 20 October 2026.