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Graph · Person

Cathy O'Neil

01 · In focus

One person, in the field.

The structured facts the source records about Cathy O'Neil, the count of declared adjacencies in the corpus, and the federation map zoomed on this node and its neighbours.

person

3 declared connections

Kind
Person
Status
active
Confidence
high
Entity ID
person-cathy-oneil
Network
View in network

Tags new-york, us, mathematician, algorithmic-accountability, author, founder, orcaa, mathbabe, harvard-phd, occupy-wall-street, weapons-of-math-destruction, algorithmic-auditing, big-data

Cathy O'Neil · 2 direct neighbours visible

02 · Connections

3 adjacencies, by relation.

Split by direction. Direct links are the ones Cathy O'Neil’s source record names; inferred backlinks are records elsewhere in the corpus that point at this entity. Some records appear in both because the corpus names them from both sides — those rows carry a note.

Direct from this record

1 link

Links named in this entity's structured fields.

Inferred backlinks

2 links

Other records that name this entity.

03 · Background

From the source record.

Body prose as it appears in movement-graph’s published markdown for this entity. Links to other corpus entities resolve to their graph page; links to deeper repo paths are kept as text so the page does not invent a route.

Mathematician and algorithmic-accountability advocate; founder of ORCAA (O'Neil Risk Consulting and Algorithmic Auditing), the algorithmic-auditing consulting practice operationalising the argument of Weapons of Math Destruction (Crown, 2016), the named publication most often credited with putting the term algorithmic accountability into general public circulation.

O'Neil earned her PhD in mathematics from Harvard in 1999 under Barry Mazur and worked at D.E. Shaw & Co. as a quantitative analyst from 2007 before pivoting, following the 2008 financial crisis, into the Occupy Wall Street movement's Alternative Banking Group — the named entry point into algorithmic-accountability advocacy. Her mathbabe.org blog was the personal-publishing venue on which the book's arguments were rehearsed before publication; her Bloomberg View opinion column the named mainstream-press venue for the book's ongoing public-policy register.

04 · Sources

Where this came from.

2 sources listed from the pinned corpus. Links are shown only when the source URL is a valid HTTP(S) address.

  1. en.wikipedia.org

    Checked 2026-06-03

    Wikipedia biographical article on Cathy O'Neil — primary secondary source for her 1999 Harvard mathematics PhD under Barry Mazur, her 2007 move to D.E. Shaw & Co. as a quantitative analyst, her Occupy Wall Street involvement in the Alternative Banking Group as the pivot from finance into algorithmic-accountability advocacy, her mathbabe.org blog, and her Bloomberg View opinion column

  2. orcaarisk.com

    Checked 2026-06-03

    ORCAA About page — primary source for O'Neil's role as founder and stated mission "to help define accountability for algorithms, and to keep people safe from harmful consequences of AI and automated systems"

Source: entities/persons/person-cathy-oneil.md — movement-graph pin 914cdfd.