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-------------------------

From the Editor's Desk

Auditing Algorithmic Risk

Artificial intelligence, large language models (LLMs), and other
algorithms are increasingly taking over bureaucratic processes
traditionally performed by humans, whether it’s deciding who is
worthy of credit, a job, or admission to college, or compiling a
year-end review or hospital admission notes.

Given the highly sophisticated and stochastic nature of these new
technologies, we might throw up our hands at such questions. After
all, not even the engineers who build these systems claim to
understand them entirely or to know how to predict or control them.
But given their ubiquity and the high stakes in many use cases, it is
important that we find ways to answer questions about the unintended
harms they may cause. In this article, we offer a set of tools for
auditing and improving the safety of any algorithm or AI tool,
regardless of whether those deploying it understand its inner
workings.

Algorithmic auditing is based on a simple idea: Identify failure
scenarios for people who might get hurt by an algorithmic system, and
figure out how to monitor for them. This approach relies on knowing
the complete use case: how the technology is being used, by and for
whom, and for what purpose. In other words, each algorithm in each use
case requires separate consideration of the ways it can be used for
— or against — someone in that scenario.

Continued here
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Fran
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He ought to glide along at his own pace.

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   [[link removed]}&lead=419599&emailid=16388&nl=daily]
HuffPost's former global editor died Tuesday at 75. He was a tenacious
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RBC analyst's price target is the most conservative, as the average of
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The sell-off in GameStop shares intensified in afternoon trading,
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[[link removed]}&lead=419599&emailid=16388&nl=daily]
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Shari Redstone's National Amusements stopped deal talks between
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[[link removed]}&lead=419599&emailid=16388&nl=daily]
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Keith Gill has some tough choices to make on his GameStop options with
Wall Street ready to pounce
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Roaring Kitty might be pondering on what to do with his massive
options position against GameStop and he could have some tough choices
to make.

Work

Apple briefly surpasses Microsoft as world's most valuable company
after unveiling AI plans
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Apple reclaimed the title of the world's largest company by market cap
after an artificial intelligence-heavy conference sparked investor
enthusiasm.

Work

These stocks are close to forming the dreaded death cross pattern
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There is trouble looming for some stocks even as the market trades
near record highs.

Work

Biden made it easier for student loan borrowers in bankruptcy. This
woman, who thought it was a joke, got $158,182 cleared
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Mishima Hughson, a former teacher in Virginia, is one of the student
loan borrowers to benefit from the Biden administration's more lenient
bankruptcy policy.

Work

Jerry West, NBA legend, dies at age 86
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Jerry West, the NBA legend featured on the league's logo, died
Wednesday.

Work

Bear shreds seats then dozes off after breaking into Canadian woman's
car
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Black bear apparently opened the vehicle by lifting door handle with
its mouth, after breaking into same car last year

Work

Russian warships arrive in Havana in visit seen as show of strength
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Four vessels, including nuclear-powered submarine and frigate, greeted
by sparse crowd upon arrival in Cuba

Work

Australia news live: school deepfake allegations 'terrifying',
Chalmers says; Dutton calls for age verification to counter social
media 'scourge'
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Work

NSW planning official referred to corruption watchdog Icac over house
purchase allegation
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Liberal MP Alister Henskens used parliamentary privilege to accuse
unnamed bureaucrat of using inside knowledge to purchase property for
potential profit

Work

Reports of sexual assault in NSW up 42% in five years, new data
reveals
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Increase could be due to major law reform, such as new affirmative
sexual consent laws, expert says

Work

G7 leaders head to Italy for summit as Ukraine and Russia top the
agenda
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US wants show of strength with planned sanctions for helping Russia,
but group will also discuss migration, Middle East and AI

Work

Body of TV presenter Michael Mosley to be repatriated by the weekend
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The result of tests to determine the cause of death could take months,
but an autopsy has ruled out any criminal action

Work

Les Rpublicains leader vows to stay on despite revolt over Le Pen
alliance plans
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ric Ciotti was thought to have locked partys headquarters, where
colleagues were to meet in bid to oust him

Work

Swiss lawmakers reject climate ruling in favour of female climate
elders
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Co-president of the KlimaSeniorinnen says declaration is betrayal of
older women

Work

Three men convicted of murdering Dutch crime reporter Peter de Vries
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Shooter, getaway driver and organiser sentenced to 26-28 years for
murder on busy Amsterdam street in 2021

Work

Kuwait building fire kills at least 49 Indian workers
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More than 50 people also injured in fire, which broke out in a
six-storey building housing foreign workers

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