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Will AI fill the unfairness gap in British justice? – BBC.com

We've all seen the movie.
The dodgy witness is getting away with it until the wily lawyer mauls their evidence in the witness box, thanks to long nights preparing for just that moment.
There are tears of joy and a judge banging a gavel (only in American courts, mind). The post-script tells us that the case made the world a better place.
Not so fast.
Every day there are legal battles that the little man or woman loses. And very often they lose because they can't cannot afford to fight their corner against a wealthier opponent.
This is where artificial intelligence, the most talked-about subject of the last two years, could transform justice and fairness in society.
The legal world is agog with excitement about what AI is doing to the law.
Systems are being devised to not only carry out basic work, like contract-writing, but also to analyse thousands of pages of evidence in the most complex of cases.
And this revolution isn't just happening in the skyscrapers of global law firms, but quietly in places like the Westway Trust's Cost of Living Crisis Clinic in London.
This advice clinic in London helps clients in one of the poorest neighbourhoods in England deal with a raft of complicated disputes – from benefits appeals to disputes with landlords.
One client tells the BBC how she has been made homeless because the landlord cancelled her tenancy.
"I'm a professional person – and I am not used to finding myself in this kind of situation," she says.
"It's distressing, destabilising and being homeless, also at my age, is quite difficult."
There is legal aid for the absolute poorest in society – but it is means-tested and extremely limited. Many people give up on their fight against something they instinctively know has been an injustice.
So what's this got to do with artificial intelligence? Going to court can be cripplingly expensive. The aim of anyone sensible is to get a resolution long before that point. And that requires expert advice.
Adam Samji is a paralegal adviser at the Westway. He helps to prepare a case by researching whether a client has a point worth fighting against, say, a rogue landlord or government rejection of a benefits application.
An eligibility assessment for benefits can run to 60 pages. Each individual case can take hours of careful analysis of personal circumstances.
The Westway is now using AI tools to cut through these kinds of documents to the key facts and legal issues that could make or break a case.
"We spend a couple of minutes going through [the documents] and redacting the client's personal information," says Mr Samji.
"We upload it on to an AI model and that will give us all that information. It'll usually shoot it back in about 10 to 15 minutes.
"It will save us hours of having to do it ourselves. We can efficiently use our time, as their paralegal volunteers, to better serve our clients."
This is a revolution. AI is beginning to fill what many regard as a fairness gap in the justice system.
Sir Geoffrey Vos, the Master of the Rolls, is the head of civil justice in England and Wales. He leads the judiciary's thinking on how far AI could go and has written the UK's first guidance on how it should be used in court.
"When people have claims, which they can't resolve, it creates a huge economic loss to our society," says Sir Geoffrey.
"They worry about the claim. They're not as productive in their jobs. We in the justice system really do want to find ways in which we can resolve people's problems more quickly, and at lower cost.
"Artificial intelligence in time will be one of those tools."
So how far could this AI revolution go?
Stephen Dowling is a barrister who also runs Trialview, one of many companies competing for a slice of the legal AI market that is predicted by the global research group Gartner to explode in the next two years.
His tool aims in real time to analyse a transcript of what witnesses are saying in court and compare that with other evidence in the case. If it spots something it thinks is inconsistent or wrong, the tool flags it. That traditionally is the job of the barrister.
But for every lead barrister in court, particularly in complex hearings, such as commercial fraud, there can be a vast supporting team in the wings.
"The technologies we're looking at will enable one lawyer, two lawyers to do the job of 10 or 20," predicts Mr Dowling.
"It's going to massively change access to justice and massively reduce down legal costs.
"People need, ultimately, human judges to hear what they're saying and to emotionally connect to what's involved. But all that can be assisted and augmented by the use of artificial intelligence."
And it's that human factor that the legal world is now wrestling with because the potential downsides are obvious.
In 2023 a New York court fined lawyers who submitted bogus arguments that had been derived from questions they had put into ChatGPT.
The EU has recently introduced rules to try to ensure that AI is accurate and therefore that means its output needs to be checked by real people. That's a practical risk that the Westway Trust's team is well aware of.
"At the moment, about one in 30 occasions it's not accurate," says John Mahoney, a lawyer at the organisation.
"So we're having to check all of the work that we produce through AI that relates to giving legal opinions."
Has that human check been written into Sir Geoffrey's rules?
"Ultimately, the rule of law requires that individuals have access to an independent judge to decide their case," says the top judge.
"If you're using a technological tool, the parties must know that's happening.
"Judges are being assisted by technological tools. We have been for years. You obviously are talking about Robo-judges. But I think we're a long way from that."
His guidance underlines that not only must lawyers remain responsible for the evidence they put before a court, but judges must be also on guard against biased results from AI tools trained on partial data.
When we fired legal questions at ChatGPT to see how it would respond, it gave some pretty simple advice relating to both getting out of a contract and resolving a legal row with an ex partner over ownership of kitchen pans.
It declined to advise our fictional bank robber how he could beat the charge:
Fun while that may have been, Sir Geoffrey warns against the public seeking advice from generic AI tools which have not been trained on professional legal databases.
"It won't distinguish between English law, Australian law, Singapore law and probably US law," he warns.
But he adds: "I'm very confident that technology will not stand still.
"The rule of law depends on being able to provide outcomes from an independent judiciary. And it's very difficult for the small number of judges to do that in this country when you've got 60 million people without using technological tools to good effect."
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Shooting on I-59 in Birmingham leaves driver with life-threatening injuries – AL.com

An investigation is underway after a man was shot while driving on a Birmingham interstate.
The shooting happened about 5 p.m. Saturday on Interstate 59 near Arkadelphia Road.
The victim, the driver of a white sedan, was taken by Birmingham Fire and Rescue to UAB Hospital.
Officer Truman Fitzgerald said his injuries are life-threatening.
A motive has not been determined and no arrests have been made.
In a separate incident, police say a 14-year-old boy was injured in a self-inflicted shooting that happened at 4:38 p.m. in the 4300 block of Jackson Street.
The teen’s injuries were not life-threatening.
Anyone with information is asked to call Birmingham police at 205-254-1764 or Crime Stoppers at 205-254-7777.
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Organic molecules found throughout the universe hint that life began in deep space – Earth.com

The universe is packed with intricate, carbon-based compounds, including organic molecules, that hold clues about life’s raw materials. Some of these compounds are found in space.
Over the past few years, robotic missions have taken samples from comets and asteroids to learn how these compounds formed and whether our planet might owe its biological chemistry to faraway dust clouds.
The findings hint that organic molecules appear in every corner of space, which suggests that our own evolution may fit into a larger cosmic narrative.
Scientists studying bits of interstellar dust, comets, and asteroids keep finding the same theme: these objects contain a variety of organic molecules.

The story began in 1986 when the European Giotto spacecraft conducted the first in-situ analysis of a comet, 1P/Halley, during its apparition (when it was visible from Earth).

It revealed an unexpected abundance of organic species in the coma, but their exact origins — whether from polymeric matter or smaller molecules — remained unclear.

The small spacecraft followed the comet for two years, capturing the dust and gas it shed. Instruments recorded dozens of molecules that contained carbon, leading scientists to look deeper for connections to the early solar system.
The Rosetta spacecraft was the first to orbit and land on a comet, namely 67P. In 2015, it detected simple organic compounds, including glycine, which is a building block of proteins. This discovery marked the first direct detection of this molecule on a comet.

By 2022, researchers analyzing high-resolution mass spectrometry data identified 44 organic compounds in just one day’s worth of Rosetta data, with some molecules weighing up to 140 Daltons (Da).

“Rosetta really changed the view,” said Dr. Nora Hänni, a chemist at the University of Bern. Soon after this, her team identified dimethyl sulfide, a gas that, on Earth, is generally produced by living organisms.
Japan’s Hayabusa2 and NASA’s OSIRIS-REx missions offered a similar look at ancient space rocks. They scooped material from asteroids Ryugu and Bennu and brought the samples back to Earth.

Early analyses suggested that both asteroids have a wide range of organics present. Scientists studying Ryugu found at least 20,000 varieties of carbon-based compounds, including 15 different amino acids.

“It’s just everything possible from which life could emerge,” said Philippe Schmitt-Kopplin, an organic geoscientist at the Technical University of Munich.
Those organic-rich rocks may date back to a time before planets fully formed. Scientists wonder if these compounds started in cold, dark clouds between stars, or if they originated in energetic zones near young suns. 
“Those of us interested in searching for life have to understand how planets could acquire organics in the absence of life,” said Christopher Glein, a planetary scientist at the Southwest Research Institute.

Many experts ask whether the early Earth became habitable partly because of organic molecules that arrived from space.

“I would like to know where we come from as a planetary species,” said Karin Öberg, an astrochemist at Harvard University.
Astronomers have traced certain hefty carbon structures called polycyclic aromatic hydrocarbons (PAHs) back to about 1.5 billion years after the Big Bang.
Carbon atoms often form large, sturdy rings and chains in the outflows of dying stars.

“It’s actually not too different from combustion as we understand it here on Earth,” said Öberg, referring to the ways these molecules can build up in stellar winds.
Observations confirm that interstellar space has more than 200 carbon-containing compounds.
In molecular clouds, simple ingredients gather on cold dust grains. Once stuck together, atoms can combine to form key molecules like methane.

Over time, ultraviolet radiation and cosmic rays split molecules into radical fragments, which recombine to form something new. Experiments hint that this can produce anything from methanol to glycine

“You can build complexity without much going on in just a cold, dark cloud,” said Alice Booth, an astronomer at Harvard University.
Observations of protoplanetary disks — thick, spinning layers of dust and gas around baby stars — show that methanol and other organics survive the intense heat of stellar births.

Recent modeling suggests these compounds may grow into even more sophisticated structures when disk materials cycle between hot surface zones and cooler midplane regions.

This process could be one reason comets and asteroids wind up so chemically rich by the time they form. “Comets are, I think, the best that we can do to go back in time,” said Hänni.
When organic chemicals land on a planet, they might set the stage for the emergence of living systems. A few theories propose that meteorites or comets delivered certain amino acids or PAHs to early Earth.
Astrobiologists debate about which molecules represent a solid proof of life, and which might be possible false positives.
The presence of dimethyl sulfide from comet 67P, supports the idea that lifeless processes can make molecules that we tend to associate with living organisms.
In 2016, Rosetta concluded its mission with a controlled impact on comet 67P’s surface, which resulted in a rich legacy of data for further analysis.
Since then, scientists have connected these findings to other Solar System reservoirs of organics, such as Saturn’s ring rain and meteoritic material, revealing their shared prestellar origins.
Scientists will continue exploring these mysteries with missions like NASA’s Europa Clipper, the European Space Agency’s Juice, and a future rotorcraft bound for Saturn’s moon Titan.
Researchers hope to spot organic compounds that might give hints about oceans hiding beneath icy crusts.
Such discoveries could bring us closer to answering one of humanity’s oldest questions: are we alone in the universe?
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Quanterix Corporation Announcement: If You Have Suffered – GlobeNewswire

 | Source: The Rosen Law Firm PA The Rosen Law Firm PA
NEW YORK, Dec. 28, 2024 (GLOBE NEWSWIRE) —
Why: Rosen Law Firm, a global investor rights law firm, announces an investigation of potential securities claims on behalf of shareholders of Quanterix Corporation (NASDAQ: QTRX) resulting from allegations that Quanterix may have issued materially misleading business information to the investing public.
So what: If you purchased Quanterix securities you may be entitled to compensation without payment of any out of pocket fees or costs through a contingency fee arrangement. The Rosen Law Firm is preparing a class action seeking recovery of investor losses.
What to do next: To join the prospective class action, go to https://rosenlegal.com/submit-form/?case_id=31441 call Phillip Kim, Esq. toll-free at 866-767-3653 or email case@rosenlegal.com for information on the class action.
What is this about: On November 12, 2024, after market hours, Quanterix filed a current report on Form 8-K with the SEC. In this current report, the Company announced that on “November 11, 2024, the Audit Committee of the Board of Directors of the Company, based on the recommendation of the Company’s management and after discussion with the Company’s independent registered public accounting firm, Ernst & Young LLP (“EY”), concluded that the Company’s previously issued audited consolidated financial statements as of December 31, 2023 and 2022 and for each of the three years in the period ended December 31, 2023, and its unaudited consolidated financial statements for the quarterly and year-to-date (as applicable) periods ended March 31, 2022, June 30, 2022, September 30, 2022, March 31, 2023, June 30, 2023, September 30, 2023, March 31, 2024, and June 30, 2024 (collectively, the “Non-Reliance Periods”), should no longer be relied upon.”
On this news, Quanterix’s stock price fell $2.77 per share, or 18.3%, to close at $12.40 per share on November 13, 2024.
Why Rosen Law: We encourage investors to select qualified counsel with a track record of success in leadership roles. Often, firms issuing notices do not have comparable experience, resources, or any meaningful peer recognition. Many of these firms do not actually litigate securities class actions. Be wise in selecting counsel. The Rosen Law Firm represents investors throughout the globe, concentrating its practice in securities class actions and shareholder derivative litigation. Rosen Law Firm achieved the largest ever securities class action settlement against a Chinese Company at the time. Rosen Law Firm was Ranked No. 1 by ISS Securities Class Action Services for number of securities class action settlements in 2017. The firm has been ranked in the top 4 each year since 2013 and has recovered hundreds of millions of dollars for investors. In 2019 alone the firm secured over $438 million for investors. In 2020, founding partner Laurence Rosen was named by law360 as a Titan of Plaintiffs’ Bar. Many of the firm’s attorneys have been recognized by Lawdragon and Super Lawyers.
Follow us for updates on LinkedIn: https://www.linkedin.com/company/the-rosen-law-firm, on Twitter: https://twitter.com/rosen_firm or on Facebook: https://www.facebook.com/rosenlawfirm/.
Attorney Advertising. Prior results do not guarantee a similar outcome.
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Contact Information:
        Laurence Rosen, Esq.
        Phillip Kim, Esq.
        The Rosen Law Firm, P.A.
        275 Madison Avenue, 40th Floor
        New York, NY 10016
        Tel: (212) 686-1060
        Toll Free: (866) 767-3653
        Fax: (212) 202-3827
        case@rosenlegal.com
        www.rosenlegal.com

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Happy Pi Day, Here’s Some piCoin, piCoin is Actually a Thing – Futurism

Happy March 14th, people — it's Pi Day. And how better to celebrate than investing in, yes, a pi-based cryptocurrency. It's a gift that keeps on giving, right?
This is not a joke: piCoin is a thing that actually exists. The cryptocurrency launched in 2013 (and then re-launched in 2014) with the aim of creating a crypto with mathematical and educational underpinnings. piCoin's specifications revolve around the infinite-digit number that gives its name. The maximum number of coins is capped at 31,415,926,535. Its block time (or: how long it takes to solve each transaction in its blockchain) is 314 seconds. And the reward for solving that initial block is 314,159 coins. And so on.
Convinced? Don't jump for your wallet just yet.
At its launch in March 2014, bloggers seemed to see piCoin as an interesting enough concept. According to a forum post from that time, the founders had lofty goals for this math-oriented concept, hoping to popularize it among "mathematicians, math teachers, math enthusiasts, and every student in the world taking a math course." And indeed, it had a wild ride! As the coin grew, the founders imagined "opportunities for charitable efforts will arise; math scholarships, education for those in need, and even funding a school in a third world country are all distinct possibilities down the road."
Alas, it wasn't meant to be. Within two months of that 2014 launch, buying had slowed to a dribble, though the coin's developers claimed to be working on some marketing ideas. Within three months, even enthusiasts of the coin were declaring it officially dead. CryptoSlate currently lists the coin as abandoned.
So it's probably not a great idea to complete your Pi Day with a heaping slice of piCoin. Instead, use piCoin as a cautionary tale — as crypto continues to surge in popularity and grow as a mainstream interest, it's probably best to exercise a reasonable amount of caution when approaching new coins with attention-grabby conceits. Or, at the very least, give them more caution that you'd approach, say, an actual pie.
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How to Watch, Listen & Stream Vikings vs. Packers in Week 17 – Vikings.com

Senior Editor
EAGAN, Minn. — It didn’t take long for Aaron Jones, Sr., to earn the respect and admiration of Vikings teammates — or former Packers teammates, for that matter.
The running back who posted 93 rushing yards and 46 receiving yards in his return to Green Bay in Minnesota’s 31-29 September win will help the Vikings (13-2) host his former squad this Sunday at U.S. Bank Stadium.
On the heels of crossing the 1,000-rushing-yards threshold for the fourth time in his career and first as a newly minted 30-year-old, Jones described a different avenue for earning respect.
“I’m not going to give bulletin board material, but I’m confident in myself. I practiced against a lot of those guys when we were in camp, so you’re going 1s-vs.-1s,” Jones said. “They respect you because you’re on their team, and they see the work that you put in, but you want to gain their respect in another way from playing against them: ‘This dude is really as good as I thought he was from having played against him,’ something like that.
Jones needs just 14 yards to become the 69th player all-time with 7,000 rushing yards, and he needs 76 on the ground for a new single-season career best, which would top 1,121 in 2022. He knows it won’t come easy.
“They’re a team that flies around,” Jones said. “They’ve always played as 11. They’ve always ran to the ball, just the way they’re attacking and getting off the ball, or when they’re sending a blitz, you can see them … coming with intentions. We’ve just got to be ready for that.”
Here are all the ways to catch the Week 17 action.
BROADCAST TV
FOX (KMSP FOX 9 in the Twin Cities)
Kickoff: 3:25 p.m. (CT)
Play-by-Play: Kevin Burkhardt
Analyst: Tom Brady
Field reporters: Erin Andrews & Tom Rinaldi
This game is the only one in Week 17 with a 3:25 p.m. (CT) kickoff. It will air nationally on over-the-air FOX affiliates.
LOCAL/REGIONAL RADIO
KFAN (100.3-FM), KTLK 1130-AM and the five-state Vikings Radio Network
Play-by-Play: Paul Allen
Analyst: Pete Bercich
Sideline reporter: Ben Leber
Note: The pregame radio show on the Vikings Radio Network will begin at 1 p.m. (CT).
Audio Streaming Option: Catch the audio broadcast on your smart devices through the KFAN channel on the iHeart app.
SPANISH RADIO
Catch the Vikings on Tico Sports at WREY “El Rey” 94.9 FM and 630 AM in the Twin Cities and on Tico-Sports.com, elrey949fm.com and Vikings.com.
Play-by-Play: Gabriel Rios
Analyst: Isaias Zendejas
NATIONAL RADIO
SPORTS USA
Play-by-Play: Ted Robinson
Analyst: Brandon Noble
SATELLITE RADIO
Minnesota: SiriusXM 82 or 228/Vikings Team Page
Green Bay: SiriusXM 111 or 384/Packers Team Page
ADDITIONAL OPTIONS
Click here for the full bevy of options that include over-the-air, cable, satellite, over-the-top and streaming methods.
NFL+ AND NFL+ PREMIUM
Watch out-of-market Vikings preseason games live or on-demand with NFL+ or NFL+ Premium. It is available in the NFL app and at NFL.com/plus.
NFL+ is available for $6.99/month or $49.99/year and offers the following:
NFL+ Premium is available for $14.99/month or $99.99/year and offers all NFL+ features and the following:
© 2023 Minnesota Vikings Football, LLC , All Rights Reserved.

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