Central coast residents have launched a scathing attack on the NSW Government after recent works let tonnes of silt, clay and rocks wash into Bangalow Creek, renowned for its wildlife.

A New South Wales community has a new plan for addressing the region's skyrocketing homelessness especially for vulnerable women.

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The NSW Government introduces fines of up to $440,000 and possible jail time for animal rights activists illegally entering farms.

Pot plants are a nice way to brighten up any room. Learn how to make your own pot planters using plastic bottles you might find in your recycling bin. Why would you want to use plastic rather than paper to make pot planters?

Considered the birthplace of human civilisation, Mesopotamia (present-day Iraq, and parts of Kuwait, Turkey and Syria) was situated in the fertile valley between the Tigris and Euphrates rivers. What do we know of this ancient civilisation? What characteristics did Mesopotamia have that made it a civilisation?

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Billionaire Ken Fisher is a well-known name on Wall Street, but for those who don’t know or recognize him, he is a money manager who runs Fisher Investments. Fisher Investments has over $80 billion in assets. In addition, Fisher is a popular author, with several of his books becoming New York Times bestsellers and a long-time […]

(United States Supreme Court) - On a question of civil procedure, held that a third-party counterclaim defendant -- that is, a party brought into a lawsuit through a counterclaim filed by the original defendant -- may not remove a class-action counterclaim from state court to federal court. Justice Thomas, joined by the four liberal justices, delivered the opinion of a 5-4 Court in this debt collection lawsuit.

r/Coronavirus: In December 2019, a novel coronavirus strain (SARS-CoV-2) emerged in the city of Wuhan, China. This subreddit seeks to monitor the …

(California Court of Appeal) - Affirmed the denial of a motion to compel arbitration of an insurance dispute. A company that sued its workers' compensation insurer over premium hikes contended that the case did not have to be arbitrated because the California Insurance Code invalidated the parties' arbitration agreement.

(United States Seventh Circuit) - Affirmed. An employee who sued under the Fair Labor Standards Act over unpaid wages whose case was dismissed when the company paid what was owed was not entitled to attorney's fees because he didn't technically prevail in the legal action.

Each Playlist Is Categorized By GENRE So You Can Easily Contact The Curators

(United States Supreme Court) - On a question of civil procedure, held that a third-party counterclaim defendant -- that is, a party brought into a lawsuit through a counterclaim filed by the original defendant -- may not remove a class-action counterclaim from state court to federal court. Justice Thomas, joined by the four liberal justices, delivered the opinion of a 5-4 Court in this debt collection lawsuit.

(Supreme Court of California) - Affirmed a man's death sentence for robbing and murdering an elderly couple, on an automatic appeal.

(California Court of Appeal) - Affirmed the denial of a motion to compel arbitration of an insurance dispute. A company that sued its workers' compensation insurer over premium hikes contended that the case did not have to be arbitrated because the California Insurance Code invalidated the parties' arbitration agreement.

Aspiring Musicians Are Invited To Submit Original Songs For A Chance To Win A Mentorship By MTV And US$10,000 To Fund Their Music Journey

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Tune in at 8pm to hear the always popular "All Opera Potpourri". The best of the best of your favorite singers singing the greatest music in the opera world.

Tune in at 8pm to hear our all Opera Potpourri Fund Drive show. You will hear the best of the best of opera and a few surprises as well!

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Van lifers are used to wandering the roads. But now, they're stuck in one spot -- and trying to not draw attention to themselves.

"Chipotlanes" are rolling out across the country, at a time when customers can't dine in and want more pickup and delivery options.

"Chipotlanes" are rolling out across the country, at a time when customers can't dine in and want more pickup and delivery options.

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Van lifers are used to wandering the roads. But now, they're stuck in one spot -- and trying to not draw attention to themselves.

Who would you pick?

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Introduction of unmanned aircraft systems (UAS) will pose safety, economic, operational, regulatory, community, environmental, and infrastructure challenges to airports. These risks are further complicated by the dynamic nature of UAS technological development. Experiences and lessons learned from recent major aviation system changes demonstrate the critical importance of ensuring that airports have the resources needed to avoid adverse impacts and maximize benefits as early as possible. This pre-publica...

Given all we know about facial recognition tech, it is literally jaw-dropping that anyone could make this claim… especially without being vetted independently.

A group of Harrisburg University professors and a PhD student have developed an automated computer facial recognition software capable of predicting whether someone is likely to be a criminal.

The software is able to predict if someone is a criminal with 80% accuracy and with no racial bias. The prediction is calculated solely based on a picture of their face.

There's a whole lot of "what even the fuck" in CBS 21's reprint of a press release, but let's start with the claim about "no racial bias." That's a lot to swallow when the underlying research hasn't been released yet. Let's see what the National Institute of Standards and Technology has to say on the subject. This is the result of the NIST's examination of 189 facial recognition AI programs -- all far more established than whatever it is Harrisburg researchers have cooked up.

Asian and African American people were up to 100 times more likely to be misidentified than white men, depending on the particular algorithm and type of search. Native Americans had the highest false-positive rate of all ethnicities, according to the study, which found that systems varied widely in their accuracy.

The faces of African American women were falsely identified more often in the kinds of searches used by police investigators where an image is compared to thousands or millions of others in hopes of identifying a suspect.

Why is this acceptable? The report inadvertently supplies the answer:

Middle-aged white men generally benefited from the highest accuracy rates.

Yep. And guess who's making laws or running police departments or marketing AI to cops or telling people on Twitter not to break the law or etc. etc. etc.

To craft a terrible pun, the researchers' claim of "no racial bias" is absurd on its face. Per se stupid af to use legal terminology.

Moving on from that, there's the 80% accuracy, which is apparently good enough since it will only threaten the life and liberty of 20% of the people it's inflicted on. I guess if it's the FBI's gold standard, it's good enough for everyone.

Maybe this is just bad reporting. Maybe something got copy-pasted wrong from the spammed press release. Let's go to the source… one that somehow still doesn't include a link to any underlying research documents.

What does any of this mean? Are we ready to embrace a bit of pre-crime eugenics? Or is this just the most hamfisted phrasing Harrisburg researchers could come up with?

A group of Harrisburg University professors and a Ph.D. student have developed automated computer facial recognition software capable of predicting whether someone is likely going to be a criminal.

The most charitable interpretation of this statement is that the wrong-20%-of-the-time AI is going to be applied to the super-sketchy "predictive policing" field. Predictive policing -- a theory that says it's ok to treat people like criminals if they live and work in an area where criminals live -- is its own biased mess, relying on garbage data generated by biased policing to turn racist policing into an AI-blessed "work smarter not harder" LEO equivalent.

The question about "likely" is answered in the next paragraph, somewhat assuring readers the AI won't be applied to ultrasound images.

With 80 percent accuracy and with no racial bias, the software can predict if someone is a criminal based solely on a picture of their face. The software is intended to help law enforcement prevent crime.

There's a big difference between "going to be" and "is," and researchers using actual science should know better than to use both phrases to describe their AI efforts. One means scanning someone's face to determine whether they might eventually engage in criminal acts. The other means matching faces to images of known criminals. They are far from interchangeable terms.

If you think the above quotes are, at best, disjointed, brace yourself for this jargon-fest which clarifies nothing and suggests the AI itself wrote the pullquote:

“We already know machine learning techniques can outperform humans on a variety of tasks related to facial recognition and emotion detection,” Sadeghian said. “This research indicates just how powerful these tools are by showing they can extract minute features in an image that are highly predictive of criminality.”

"Minute features in an image that are highly predictive of criminality." And what, pray tell, are those "minute features?" Skin tone? "I AM A CRIMINAL IN THE MAKING" forehead tattoos? Bullshit on top of bullshit? Come on. This is word salad, but a salad pretending to be a law enforcement tool with actual utility. Nothing about this suggests Harrisburg has come up with anything better than the shitty "tools" already being inflicted on us by law enforcement's early adopters.

I wish we could dig deeper into this but we'll all have to wait until this excitable group of clueless researchers decide to publish their findings. According to this site, the research is being sealed inside a "research book," which means it will take a lot of money to actually prove this isn't any better than anything that's been offered before. This could be the next Clearview, but we won't know if it is until the research is published. If we're lucky, it will be before Harrisburg patents this awful product and starts selling it to all and sundry. Don't hold your breath.

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Instant Pot Cranberry Cornbread Bites shaped like Christmas Jingle Bells, pair up for the perfect bite of sweet and tart spiced cranberries.

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Remember when all we had to complain about were crappy rail services?

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The post Team Spotlight: Getting to Know Ocean Blue’s James Stamatis appeared first on Ocean Blue Fishing Adventures.

Glimpses through Ginny Weasley's mind during the last months of her fifth years at Hogwarts. Missing scenes from Harry Potter and the Half-Blood Prince.

Voldemort believes he has uncovered a new means of gaining the supreme power he craves in the depths of the oldest recorded history - a civilization lost over the centuries. But history is known to distort with time. Reeling from the loss of his Godfather, Harry must navigate grief, love, and growing up while surviving another year at Hogwarts as the Second War begins.

Five times Teddy Lupin called Ginny Potter his mum. One time he called her grandmum. A few times he called Harry Potter his dad.