Weak Foundations Make Weak Models: Foundation AI Models Pass Flaws to Fine-Tuned Variants
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Weak Foundations Make Weak Models: Foundation AI Models Pass Flaws to Fine-Tuned Variants

A new study examines a major strain of recent research: huge models pretrained on immense quantities of uncurated, unlabeled data and then fine-tuned on a smaller, curated corpus.

August 25, 20212 min read
Fighting Addiction or Denying Care?: NarxCare Medical AI Denies Painkillers to Patients in Need
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Fighting Addiction or Denying Care?: NarxCare Medical AI Denies Painkillers to Patients in Need

An epidemic of opioid abuse in the U.S. killed 93,000 people in 2020 alone. An algorithm intended to help doctors prescribe the drugs responsibly may be barring worthy patients from pain relief.

August 25, 20212 min read
Fighting Addiction or Denying Care?: NarxCare Medical AI Denies Painkillers to Patients in Need
Harm

Fighting Addiction or Denying Care?: NarxCare Medical AI Denies Painkillers to Patients in Need

An epidemic of opioid abuse in the U.S. killed 93,000 people in 2020 alone. An algorithm intended to help doctors prescribe the drugs responsibly may be barring worthy patients from pain relief.

August 25, 20212 min read
User Privacy Versus Child Safety: Apple to scan user phones for images of child abuse.
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User Privacy Versus Child Safety: Apple to scan user phones for images of child abuse.

Apple, which has made a point of its commitment to user privacy, announced that it will scan iPhones for evidence of child abuse. The tech giant will include a machine learning model on the device.

August 18, 20212 min read
User Privacy Versus Child Safety: Apple to scan user phones for images of child abuse.
Harm

User Privacy Versus Child Safety: Apple to scan user phones for images of child abuse.

Apple, which has made a point of its commitment to user privacy, announced that it will scan iPhones for evidence of child abuse. The tech giant will include a machine learning model on the device.

August 18, 20212 min read
U.S. Lax on Face Recognition: U.S. agency calls for stricter face recognition controls.
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U.S. Lax on Face Recognition: U.S. agency calls for stricter face recognition controls.

A U.S. government watchdog agency called for stronger face recognition protocols for federal agencies. An audit found that, while many employ face recognition, they may not know where it came from, how it’s being used, or the hazards involved.

July 28, 20211 min read
U.S. Lax on Face Recognition: U.S. agency calls for stricter face recognition controls.
Harm

U.S. Lax on Face Recognition: U.S. agency calls for stricter face recognition controls.

A U.S. government watchdog agency called for stronger face recognition protocols for federal agencies. An audit found that, while many employ face recognition, they may not know where it came from, how it’s being used, or the hazards involved.

July 28, 20211 min read
When Algorithms Manage Humans: Amazon drivers say AI unfairly graded their performance.
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When Algorithms Manage Humans: Amazon drivers say AI unfairly graded their performance.

Some delivery drivers fired by Amazon contend that the retailer’s automated management system played an unfair role in terminating their employment. Drivers in Amazon Flex, an Uber-like program that enables independent drivers to earn money delivering the company’s packages.

July 21, 20212 min read
When Algorithms Manage Humans: Amazon drivers say AI unfairly graded their performance.
Harm

When Algorithms Manage Humans: Amazon drivers say AI unfairly graded their performance.

Some delivery drivers fired by Amazon contend that the retailer’s automated management system played an unfair role in terminating their employment. Drivers in Amazon Flex, an Uber-like program that enables independent drivers to earn money delivering the company’s packages.

July 21, 20212 min read
Is Ethical AI an Oxymoron?: Survey finds tech pros are pessimistic about ethical AI.
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Is Ethical AI an Oxymoron?: Survey finds tech pros are pessimistic about ethical AI.

Many people both outside and inside the tech industry believe that AI will serve mostly to boost profits and monitor people — without regard for negative consequences.

June 30, 20212 min read
Is Ethical AI an Oxymoron?: Survey finds tech pros are pessimistic about ethical AI.
Harm

Is Ethical AI an Oxymoron?: Survey finds tech pros are pessimistic about ethical AI.

Many people both outside and inside the tech industry believe that AI will serve mostly to boost profits and monitor people — without regard for negative consequences.

June 30, 20212 min read
Double Check for Defamation: CaliberAI uses NLP to scan for possible legal defamation.
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Double Check for Defamation: CaliberAI uses NLP to scan for possible legal defamation.

A libel-detection system could help news outlets and social media companies stay out of legal hot water. CaliberAI, an Irish startup, scans text for statements that could be considered defamatory, Wired reported.

May 26, 20212 min read
Bias By the Book: Researchers find bias in influential NLP dataset BookCorpus.
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Bias By the Book: Researchers find bias in influential NLP dataset BookCorpus.

Researchers found serious flaws in an influential language dataset, highlighting the need for better documentation of data used in machine learning.

May 26, 20211 min read
Bias By the Book: Researchers find bias in influential NLP dataset BookCorpus.
Harm

Bias By the Book: Researchers find bias in influential NLP dataset BookCorpus.

Researchers found serious flaws in an influential language dataset, highlighting the need for better documentation of data used in machine learning.

May 26, 20211 min read
Face Recognition for the Masses: PimEyes is reverse image search for face recognition.
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Face Recognition for the Masses: PimEyes is reverse image search for face recognition.

Face recognition tech tends to be marketed to government agencies, but PimEyes offers a web app that lets anyone scan the internet for photos of themself — or anyone they have a picture of. The company says it aims to help people control their online presence and fight identity theft.

May 26, 20212 min read

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