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StoryMachine bias convergence probe
Runtime0.0s of narration across 6 blocks
Runmachine-bias-convergence-probe
Created2026-08-03 11:55:33

Facts it is allowed to assert

  • F1 Brisha Borden was rated high risk after taking a child's bicycle and scooter. She has not been charged with any new crimes.
    https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing
  • F2 ProPublica analyzed risk scores for more than 7,000 people arrested in Broward County, Florida.
    https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing
  • F3 Black defendants were 77 percent more likely to be labeled higher risk for future violent crime.
    https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing
  • F4 The algorithm was nearly twice as likely to falsely flag black defendants as future criminals.
    https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing
  • F5 In 2014, Attorney General Eric Holder warned that risk scores might be injecting bias into the courts.
    https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing

Every claim, and where it came from

Block 1

Black defendants were seventy-seven percent more likely to be labeled higher risk for future violent crime. The algorithm made this distinction across thousands of cases.

  • F3Black defendants were seventy-seven percent more likely to be labeled higher risk for future violent crimeBlack defendants were 77 percent more likely to be labeled higher risk for future violent crime.
Block 2

Courts use risk-scoring algorithms to predict future crimes. These scores shape bail, sentencing, and parole decisions. When they fail, lives hang in the balance.

  • F5Courts use risk-scoring algorithms to predict future crimesrisk scores might be injecting bias into the courts
Block 3

Brisha Borden took a child's bicycle and scooter. The algorithm rated her high risk. She has not been charged with any new crimes since.

  • F1Brisha Borden took a child's bicycle and scooter. The algorithm rated her high risk. She has not been charged with any new crimes sinceBrisha Borden was rated high risk after taking a child's bicycle and scooter. She has not been charged with any new crimes.
Block 4

ProPublica analyzed risk scores for more than seven thousand people arrested in Broward County, Florida. The algorithm was nearly twice as likely to falsely flag black defendants.

  • F2ProPublica analyzed risk scores for more than seven thousand people arrested in Broward County, FloridaProPublica analyzed risk scores for more than 7,000 people arrested in Broward County, Florida
  • F4The algorithm was nearly twice as likely to falsely flag black defendantsThe algorithm was nearly twice as likely to falsely flag black defendants as future criminals
Block 5

In twenty fourteen, Attorney General Eric Holder warned that risk scores might be injecting bias into the courts. Yet these systems remain in use today.

  • F5In twenty fourteen, Attorney General Eric Holder warned that risk scores might be injecting bias into the courtsIn 2014, Attorney General Eric Holder warned that risk scores might be injecting bias into the courts
Block 6

The numbers have not changed. The systems that produce them have not changed. The people they harm keep waiting for justice to catch up.

No quantities asserted in this line.

Made by

  • gmicloud · anthropic/claude-haiku-4.5

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