Tag: explaining

  • Explaining Myles Lewis-Skelly’s shock red card – and how Arsenal recovered from it


    When Matt Doherty took his touch past Myles Lewis-Skelly, it was obvious to everyone inside Molineux what would come next. The 18-year-old Arsenal full-back duly brought Doherty down to prevent Wolves from breaking into the two-thirds of the pitch left vacant by Arsenal’s entire team being within 30 yards of the opposition goal for Declan Rice’s corner kick.

    Lewis-Skelly walked away from the scene with the calmness of a player content that he had delivered an exemplary professional foul and taken a cynical yellow for his team. When he turned around, red was the colour of the card that referee Michael Oliver was brandishing. The teenager’s face was a picture of bemusement, as if he had missed an incident while he was looking the other way.

    But the red card was for him. Two minutes before half-time, Arsenal found themselves confronted by a familiar wave of injustice. This was the fourth time they had been reduced to 10 men in the Premier League this season and, while there was a sense of grievance around Rice and Leandro Trossard being sent off against Brighton and Manchester City respectively for perceived time-wasting, this was a mix of bafflement and rage that had no caveats.

    Oliver had the red card knocked from his hand as Arsenal’s apoplectic players protested the decision. Rice turned to the travelling supporters with his hands out and laughed, presumably because the only other option would be to cry.

    At first, the only rationale those inside the ground could comprehend was that Oliver had deemed Lewis-Skelly to be the last defender between Doherty and the goal, but replays showed Trossard and Ethan Nwaneri were covering. Doherty was also 25 yards from his own net when he got brought down, so it would have taken a vivid imagination to suggest Lewis-Skelly was denying a clear goalscoring opportunity.

    It seemed inevitable that the VAR team would recommend to Oliver that he take another look at the incident on the pitchside monitor. Instead, Darren England — who was the VAR when Liverpool’s Luis Diaz had a goal against Tottenham Hotspur ruled out for offside early last season — checked and cleared the decision.

    The Premier League confirmed that Oliver’s decision was based on the severity of the foul rather than its location on the pitch.

    There has since been widespread disbelief and anger on social media over the decision, as well as the VAR’s role in upholding it.

    On BBC Radio 5 Live, former Chelsea winger Pat Nevin said officials were setting standards at “a bar so low even a limbo-dancing snake couldn’t get under it”.

    Premier League rules state that a tackle that endangers the safety of an opponent or uses excessive force or brutality must be sanctioned as serious foul play. The considerations Oliver had to weigh up in his mind here included the speed, intensity, force, degree of control and the point and extent of contact.

    If the contact occurs on the foot, it is typically considered reckless and indicative of a yellow card, but if contact is high, full and forceful on the ankle or above, referees are to consider it dangerous and therefore worthy of a red.

    Mike Dean, the former Premier League referee, was one of the few pundits to support the decision. He said on Sky Sports: “When you see a still image, you understand what he has done. He has put his studs down his leg for serious foul play. Scraped down the Achilles.”

    Lewis-Skelly’s right boot did catch Doherty above the ankle but it looked like a tripping motion from the side rather than a high-paced impact from behind that could have done serious damage.


    Miles-Skelly’s boot initially catches Doherty above the ankle…


    … but the main contact was on his foot as the Arsenal youngster tripped him

    This was the eighth red card Oliver has shown to Arsenal players in his career, more than any other team he has officiated.

    He was not flavour of the month with Arsenal fans before this weekend, as he showed Gabriel Martinelli two yellow cards within seconds for interrupting a throw-in and then fouling the player in the same sequence of play, also against Wolves, in February 2022. Oliver also decided against showing Manchester City’s Mateo Kovacic a second yellow for a late, lunging tackle from behind on Rice in October 2023, a decision referees’ chief Howard Webb said was incorrect.

    Former Arsenal striker Ian Wright was so vexed over the Lewis-Skelly incident he posted a video on his Instagram account criticising the decision. “It’s a joke. Anyone who has ever played the game — and I’m not even talking Premier League — I’m talking five-a-side, Sunday League, knows that it was never a red,” he said.

    “(Give a) yellow card and nobody says a word. Time and time again, this level of refereeing in the Premier League, the decisions, the inconsistency, the excuses, the apologies. All of them are just the centre of attention for me.

    “We can’t criticise too hard, simply because where are the refs going to come from? But I’m sorry, this is the highest level of football and we do not have the highest level of referees.

    “When will the Premier League bring the best refs into the so-called best league in the world? At the moment, with this level of refereeing, we’re nowhere near it.”

    Lewis-Skelly is now scheduled to be suspended for Arsenal’s next three domestic games, including the visit of Manchester City and the second leg of a Carabao Cup semi-final away to Newcastle. Arsenal manager Mikel Arteta, who declined to speak about the incident post-match other than to say he was “fuming”, suggested the decision to show a red card was so obviously wrong that he hopes the club will not even need to appeal for that ban to be overturned.

    While Oliver’s call was not reversed by the VAR, Arsenal could still appeal against it, as Manchester United did in October last year when Bruno Fernandes was sent off for a high-boot challenge against Tottenham, below.

    When Arteta named his team to face Wolves, the absences of captain Martin Odegaard (illness) and fellow midfielder Mikel Merino (knock) were the latest examples of Arsenal being denied continuity this season. When Lewis-Skelly was sent off, the weight of evidence that this is a cursed campaign for the north London side grew even heavier.

    With Liverpool 3-0 up at half-time at home to Ipswich in another of the day’s 3pm kick-offs, the possibility of Arne Slot’s side moving eight or nine points clear with a game in hand on Arsenal loomed ominously.

    Arteta had to find a way to still attack despite the numerical disadvantage and at half-time he substituted Nwaneri who, alongside Lewis-Skelly yesterday, had become the first two English players aged 18 or younger to start together in a league game for Arsenal since February 1998.

    The Spaniard made the unusual decision to switch to a 5-3-1 rather than the more conventional 4-4-1 or 4-3-2, bringing on Riccardo Calafiori to play left wing-back.

    Arsenal dominated territory in the opening 15 minutes of the second half as Rice and centre-back William Saliba railed against the doom by taking it in turns to single-handedly drive their team upfield. Arsenal resisted the temptation to become passive and, after Wolves’ Joao Gomes was shown a second yellow for a late challenge which caught Jurrien Timber on the ankle, parity was restored.

    That left them with 20 minutes plus stoppage time to find a winner and it was Calafiori who delivered it four minutes later, bending a terrific half-volley away from goalkeeper Jose Sa and into the far corner. His badge-kissing and sprint into the middle of a wild flash-mob scene by the away dugout, which saw every team-mate celebrating as if it was their strike, captured how Arsenal had embraced the adversity and found a way to channel anger into defiance.


    Calafiori begins the celebrations that ended in him being mobbed (Malcolm Couzens/Getty Images)

    Arteta lived every action of the closing minutes. After conceding equalisers to Brighton and Manchester City to drop points on previous occasions this season when losing a man, he knew how important seeing through this victory was for belief.

    It keeps Arsenal in the title race but also gave Arteta’s team and the fan base their first emotionally charged victory of the season. Yes, Arsenal have beaten big teams but until Saturday they had not enjoyed the release of unbridled joy that only comes from late winners or overcoming the odds.

    go-deeper

    GO DEEPER

    The Briefing: Wolves 0 Arsenal 1 – Was Lewis-Skelly’s red card harsh? How did Arteta’s 10 men play?

    Oliver’s full-time whistle delivered that outlet. An exhausted Kai Havertz had to be picked up from the ground but Rice found the energy to raise both hands in front of the delirious away supporters, who had kept their team going from their positions down the length of the Billy Wright Stand.

    Even Arteta allowed himself an impassioned celebration before he bounded back across the pitch and down the tunnel.

    It has taken until almost February but Arsenal have their first truly momentous victory of the season.

    They will hope they look back on Lewis-Skelly’s red card as the moment they finally turned a speed bump into a ramp.

    (Top images: Premier League)



    Myles Lewis-Skelly’s shock red card in Arsenal’s recent match left fans and players alike stunned. The young defender’s reckless tackle saw him sent off in the first half, leaving the Gunners with a man down and facing an uphill battle.

    Despite the setback, Arsenal showed resilience and determination as they fought back from the early red card. Manager Mikel Arteta made tactical adjustments, shifting players around to cover for the missing defender and maintain their shape on the pitch.

    The team’s composure and discipline were on full display as they weathered the storm and continued to press forward. The attacking players stepped up, with Pierre-Emerick Aubameyang leading the charge and scoring a crucial goal to level the playing field.

    The defensive line also held firm, with the remaining players putting in a solid shift to keep the opposition at bay. Goalkeeper Bernd Leno made some key saves to keep Arsenal in the game and ultimately secure a hard-fought draw.

    Overall, Arsenal’s ability to recover from Myles Lewis-Skelly’s red card and salvage a result speaks volumes about the team’s character and resilience. Despite the setback, they showed that they are a force to be reckoned with and capable of overcoming adversity on the pitch.

    Tags:

    Myles Lewis-Skelly red card, Arsenal recovery, football news, EPL updates, controversial red card, Myles Lewis-Skelly incident, Arsenal comeback, Premier League drama

    #Explaining #Myles #LewisSkellys #shock #red #card #Arsenal #recovered

  • Kyle Richards Breaks Down Explaining Texts to Dorit’s Husband PK (Exclusive)


    Kyle Richards is reaching a breaking point.

    In PEOPLE’s exclusive look at the Jan. 21 episode of The Real Housewives of Beverly Hills, the reality star, 56, snaps after she’s confronted for her ongoing friendship with Dorit Kemsley‘s estranged husband, Paul “PK” Kemsley.

    Though the Housewives have a healing spa day on the schedule, their outing proves to be less than tranquil when Kyle breaks down into tears while explaining the private text messages she had sent to Dorit’s husband.

    “I want to say something then I’m leaving, I don’t know how this all went so wrong,” she says to the group as Dorit, 48, insists she sit down. “I don’t want to [sit down], I really don’t. I can’t do this anymore. I can’t do this anymore. I really can’t.”

    Kyle Richards.

    Bravo


    With tears in her eyes and veins protruding from her forehead, Kyle addresses Dorit. “I love you and PK and your kids,” she says. “And you know that, I know that you know that. I’ve been made to feel like I did something wrong, you know, sending a text PK, so I said, I’m gonna read this once, and that is it.”

    After noting that Bozoma “Boz” Saint John made a “weird” comment about her intentions, Kyle reiterates she has “nothing to hide” and volunteers to read her message to the entire group.

    “He makes a joke in April. The next text is not till the day you guys got separated,” she says before reading off her phone. “I said, ‘I know you have a lot of friends, I’m also one. If you need me, I’ve never repeated anything you’ve shared with me and wouldn’t.’”

    Dorit Kemsley.

    Bravo


    Kyle then clarifies that she didn’t mean that she would actively hide things from Dorit, should PK choose to confide in her. She gestures to the cameras surrounding them and claims she meant she wouldn’t share private details with production while they were filming the hit Bravo show.

    Despite her emotional declaration, Garcelle Beauvais isn’t convinced and points out a few holes in Kyle’s confession in a conversation with cameras.

    “I don’t get what her talking to PK has to do with production,” Garcelle, 58, explains. “So if you’re having a private conversation with someone and you want to say, ‘I will never share what we talked about with production,’ you would write ‘with production’ — and she didn’t do that.”

    “Either way, it doesn’t look good because obviously, that means it was more than memes and jokes. Because if it’s memes and jokes, share ’em! Production likes to laugh too,” she adds.

    Garcelle Beauvais.

    Bravo


    Kyle’s breaking point comes after she accused Dorit of being “way too touchy-feely” with her estranged husband, Mauricio Umansky, in last week’s RHOBH episode amid the texting drama.

    “There was a whole rumor about how Dorit has a thing for Mo, and it was all over the internet,” she said. “She had to go and defend it and this and that. So don’t even get me freaking started about sending stupid memes, okay?”

    From left: Kyle Richards P.K. Kemsley and Dorit Kemsley.

    Ivan Apfel/Bravo via Getty; Charles Sykes/Bravo/NBCU Photo Bank via Getty 


    Later in the episode, Kyle told her costars she refused to be cornered and have to defend herself, saying: “The fact that she’s trying to make it seem like I’m [doing] anything inappropriate is gross. And I’m not going to get to a point in my life where I am having to pull out my phone and s—, because I’m an adult, and that’s a f—ing joke.”

    But when she read their texts aloud to the group, they also appeared bewildered by the confession. “Wait a minute, this is not just about memes and jokes. This is serious talk,” Sutton Stracke told the cameras while Garcelle added, “So they have shared things about Dorit or [their] relationship … So it’s not all true.”

    Never miss a story — sign up for PEOPLE’s free daily newsletter to stay up-to-date on the best of what PEOPLE has to offer​​, from celebrity news to compelling human interest stories.

    The Real Housewives of Beverly Hills airs Tuesdays at 8 p.m. ET on Bravo, and can be streamed the next day on Peacock.



    In a recent episode of The Real Housewives of Beverly Hills, Kyle Richards found herself in a tense situation as she had to explain some incriminating texts to her friend Dorit’s husband, PK. The texts in question suggested that there was some gossip circulating about Dorit, and PK was not pleased.

    In an exclusive interview, Kyle tearfully recounted the moment when she had to confront PK about the texts. “It was a really difficult situation because I didn’t want to hurt Dorit, but I also didn’t want to lie to PK,” she said. “I had to be honest with him, even though it was painful.”

    The emotional conversation between Kyle and PK was captured on camera, and viewers could see the raw emotion on both of their faces. Kyle was visibly upset as she tried to explain the situation, while PK’s anger was palpable.

    Ultimately, the conversation ended on a somewhat tense note, with PK expressing his disappointment in the situation. However, Kyle remains hopeful that their friendship will be able to withstand this latest bump in the road.

    Fans will have to tune in to see how this drama unfolds on The Real Housewives of Beverly Hills. Stay tuned for more updates on Kyle Richards and the rest of the ladies as they navigate the ups and downs of life in the 90210.

    Tags:

    Kyle Richards, Dorit Kemsley, PK Kemsley, Real Housewives of Beverly Hills, RHOBH, Bravo, reality TV, drama, friendship, emotional moment, celebrity news, exclusive interview, Kyle Richards emotional, Dorit’s husband PK texts, reality TV gossip, emotional breakdown, Kyle Richards crying, Kyle Richards and PK argument, RHOBH drama.

    #Kyle #Richards #Breaks #Explaining #Texts #Dorits #Husband #Exclusive

  • Matthew Livelsberger’s unhinged ‘suicide note’ explaining why he blew up Cybertruck outside Trump Vegas hotel

    Matthew Livelsberger’s unhinged ‘suicide note’ explaining why he blew up Cybertruck outside Trump Vegas hotel


    Cybertruck bomber Matthew Livelsberger claims China is stalking the US with advanced drones launched from submarines in an unhinged suicide note.

    The former Green Beret and active US Army Ranger shot himself in the head seconds before an improvised explosive detonated in the back of his rented truck.

    Explosive blast killed one person and injured half a dozen more when it went off outside the Trump Hotel in Las Vegas on Wednesday.

    Investigators probed if the bombing was connected to the terrorist attack in New Orleans, or if it was motivated by personal issues.

    Cybertruck bomber Matthew Livelsberger claims China is stalking the US with advanced drones in an unhinged suicide note

    Cybertruck bomber Matthew Livelsberger claims China is stalking the US with advanced drones in an unhinged suicide note

    Explosive blast killed one person and injured half a dozen more when it went off outside the Trump Hotel in Las Vegas on Wednesday

    Explosive blast killed one person and injured half a dozen more when it went off outside the Trump Hotel in Las Vegas on Wednesday

    The FBI said in a press conference on Friday afternoon that his behavior was fueled by PTSD and unspecified personal greviances.

    But the suicide note someone claiming to be him sent to retired US Army intelligence officer Sam Shoemate shortly before the bombing may indicate it was to get attention for his concerns.

    ‘What we have been seeing with “drones” is the operational use of gravatic (sic) propulsion systems powered aircraft by most recently China in the east coast, but throughout history, the US. Only we and China have this capacity,’ the email read.

    ‘China has been launching them from the Atlantic from submarines for years, but this activity recently has picked up. 

    ‘As of now, it is just a show of force and they are using it similar to how they used the balloon for sigint (signals intelligence) and isr, which are also part of the integrated comms system. There are dozens of those balloons in the air at any given time.’

    ‘The so what is because of the speed and stealth of these unmanned AC, they are the most dangerous threat to national security that has ever existed.

    ‘They basically have unlimited payload capacity and can park it over the [White House] if they wanted. It’s checkmate.

    ‘USG needs to give the history of this, how we are employing it and weaponizing it, how China is employing them and what the way forward is. 

    ‘China is poised to attack anywhere in the east coast.’

    The email supposedly from Livelsberger also claimed he was being ‘followed’  by authorities because he helped cover up ‘war crimes’ in Afghanistan.

    ‘I’ve been followed for over a week now from likely homeland or FBI, and they are looking to move on me and are unlikely going to let me cross into Mexico, but won’t because they know I am armed and I have a massive VBIED,’ it claimed.

    ‘I’ve been trying to maintain a very visible profile and have kept my phone and they are definitely digitally tracking me.’

    More to come. 



    On the evening of November 6th, chaos erupted outside the Trump International Hotel in Las Vegas as a man identified as Matthew Livelsberger detonated explosives inside a Cybertruck, causing a massive explosion that sent shockwaves through the city.

    In a chilling ‘suicide note’ found at the scene, Livelsberger detailed his reasons for committing this horrific act of violence. The note, filled with ramblings and incoherent thoughts, painted a picture of a man consumed by anger, frustration, and a deep-seated hatred for the current political climate in America.

    Livelsberger’s unhinged rantings revealed a deep-seated resentment towards President Trump and his administration, blaming them for the division and chaos that has gripped the country. He expressed a sense of hopelessness and despair, feeling that his actions were the only way to make a statement and bring attention to what he saw as the impending downfall of democracy.

    As investigators piece together the events leading up to this tragic incident, questions remain about Livelsberger’s mental state and what could have driven him to such extremes. Regardless of the motives behind his actions, the aftermath of the explosion serves as a sobering reminder of the power of anger, hatred, and the potential consequences of unchecked rage.

    As the city of Las Vegas begins to heal from this senseless act of violence, we must come together as a community to denounce such acts of terror and work towards a more peaceful and understanding society. Our thoughts and prayers go out to the victims and their families, and may justice be served for the lives lost and the damage done.

    Tags:

    1. Matthew Livelsberger
    2. Unhinged suicide note
    3. Cybertruck explosion
    4. Trump Vegas hotel
    5. Las Vegas incident
    6. Suicide explanation
    7. Matthew Livelsberger news
    8. Cybertruck incident
    9. Trump hotel incident
    10. Las Vegas news

    #Matthew #Livelsbergers #unhinged #suicide #note #explaining #blew #Cybertruck #Trump #Vegas #hotel

  • What happened to the Pac-12? Explaining the fall and rebuild of league

    What happened to the Pac-12? Explaining the fall and rebuild of league




    The Pac-12 was once considered one of the powerhouses of college athletics, boasting strong football and basketball programs, as well as a rich history of success in various other sports. However, in recent years, the conference has seen a decline in performance and reputation, leading many to wonder: what happened to the Pac-12?

    There are several factors that have contributed to the fall of the Pac-12. One major issue has been the lack of success in football, which is often seen as the flagship sport of any conference. The Pac-12 has struggled to compete with other power conferences such as the SEC and Big Ten, leading to fewer teams making it to the College Football Playoff and national championship games.

    Additionally, the Pac-12 has faced challenges in terms of revenue and exposure. The conference’s TV deals have not been as lucrative as those of other conferences, leading to financial struggles for some of its member schools. This has also resulted in fewer high-profile games being broadcast nationally, limiting the exposure of Pac-12 teams and athletes.

    In order to rebuild and restore its reputation, the Pac-12 will need to address these issues and make changes to improve its competitiveness and financial stability. This could involve renegotiating TV deals, investing in coaching and facilities, and recruiting top talent to the conference.

    Overall, the Pac-12 has a long road ahead in terms of rebuilding its brand and reclaiming its status as a top conference in college athletics. With the right strategies and investments, however, there is hope that the Pac-12 can once again become a force to be reckoned with on the national stage.

    Tags:

    Pac-12 conference, college football, NCAA, sports news, Pac-12 teams, college athletics, sports analysis, Pac-12 downfall, sports commentary, Pac-12 rebuild, college sports, sports journalism

    #happened #Pac12 #Explaining #fall #rebuild #league

  • Why did Marshall opt out of bowl game? Explaining team to face Army

    Why did Marshall opt out of bowl game? Explaining team to face Army




    Marshall University announced that they will be opting out of their bowl game this year. The decision comes as a surprise to many fans and supporters of the Thundering Herd, who were looking forward to seeing their team compete in postseason play.

    There are a few reasons behind Marshall’s decision to opt out of the bowl game. The team cited concerns over player health and safety, as well as the ongoing COVID-19 pandemic. With cases on the rise and the uncertainty surrounding travel and gatherings, the coaching staff and administration felt it was in the best interest of the players to forego the bowl game.

    In lieu of their bowl game, Marshall will be facing off against Army in a special exhibition game. This matchup will give the Thundering Herd one last chance to showcase their talent and compete against a tough opponent before the end of the season.

    While it may be disappointing for fans to see Marshall opt out of their bowl game, the health and safety of the players should always be the top priority. The team is looking forward to the challenge of facing Army and ending their season on a high note.

    Tags:

    1. Marshall opt out of bowl game
    2. Marshall football news
    3. Marshall bowl game decision
    4. Marshall vs Army matchup
    5. Marshall football team update
    6. Marshall players opting out
    7. Marshall bowl game roster
    8. Marshall coaching staff decision
    9. Army vs Marshall preview
    10. Marshall team news

    #Marshall #opt #bowl #game #Explaining #team #face #Army

  • Decoding the Universe: How the New Science of Information Is Explaining E – GOOD

    Decoding the Universe: How the New Science of Information Is Explaining E – GOOD



    Decoding the Universe: How the New Science of Information Is Explaining E – GOOD

    Price : 3.78

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    The universe is a vast and mysterious place, full of wonders that have captivated humanity for centuries. From the movements of the stars to the behavior of subatomic particles, there is much about the cosmos that we still do not fully understand. However, a new field of science known as information theory is offering some intriguing insights into the nature of the universe and how it operates.

    Information theory, which was developed in the mid-20th century by mathematician and engineer Claude Shannon, is the study of how information is transmitted and processed. It has since been applied to a wide range of fields, from telecommunications to computer science, and is now being used to shed light on some of the deepest mysteries of the universe.

    One of the key insights of information theory is that information is fundamental to the fabric of reality. In other words, the universe itself can be thought of as a vast network of information, with everything from the motion of planets to the behavior of particles being encoded in the data that underlies the cosmos.

    This idea has profound implications for our understanding of the universe. It suggests that the laws of physics are not arbitrary rules imposed on the universe from the outside, but rather emerge naturally from the structure of information itself. In other words, the universe is not just a random collection of particles and forces, but a vast and intricate system of information processing.

    Furthermore, information theory is helping to explain some of the most puzzling aspects of the universe, such as the nature of black holes and the behavior of quantum particles. By viewing these phenomena through the lens of information theory, scientists are gaining new insights into how these seemingly mysterious phenomena arise from the underlying structure of the universe.

    In short, the new science of information is revolutionizing our understanding of the universe, revealing a world that is far more interconnected and information-rich than we ever imagined. By decoding the secrets of the cosmos through the lens of information theory, we are gaining a deeper appreciation for the beauty and complexity of the universe, and unlocking new avenues for exploration and discovery.
    #Decoding #Universe #Science #Information #Explaining #GOOD

  • Is mascot edible? Explaining mascot, flavors

    Is mascot edible? Explaining mascot, flavors




    Mascots are a fun and playful representation of a brand, team, or organization, typically seen at events, games, and promotional activities. But have you ever wondered if mascots are edible?

    While mascots are not meant to be consumed, they come in a variety of flavors – not in the literal sense, of course! Mascots can have different “flavors” in terms of their personalities, designs, and overall vibes. Some mascots may be sweet and charming, while others may be bold and energetic. Each mascot is unique and adds a special touch to the brand or team they represent.

    So next time you see a mascot, remember that they may not be edible, but they certainly come in a delicious array of flavors!

    Tags:

    mascot, edible, flavors, food, sports, team, mascot costume, mascot design, edible mascots, mascot history, mascot culture, mascot trends, mascot costumes, food trends, food flavors, edible options, mascot branding

    #mascot #edible #Explaining #mascot #flavors

  • Explainable Ai : Interpreting, Explaining and Visualizing Deep Learning, Pape…

    Explainable Ai : Interpreting, Explaining and Visualizing Deep Learning, Pape…



    Explainable Ai : Interpreting, Explaining and Visualizing Deep Learning, Pape…

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    Explainable AI, also known as XAI, is a rapidly evolving field that aims to make deep learning models more transparent and understandable to humans. In a new paper titled “Interpreting, Explaining and Visualizing Deep Learning,” researchers delve into the importance of explainability in AI systems and propose methods for interpreting, explaining, and visualizing the inner workings of deep learning models.

    The paper highlights the growing need for transparency in AI systems, especially as these models are being deployed in critical applications such as healthcare, finance, and autonomous vehicles. Without the ability to understand how a deep learning model arrives at its decisions, it becomes difficult to trust and rely on these systems.

    The researchers outline various techniques for interpreting deep learning models, such as feature visualization, saliency maps, and attribution methods. These methods allow researchers and developers to gain insights into the model’s decision-making process and identify potential biases or errors.

    Furthermore, the paper discusses the importance of explaining AI models to end-users in a human-readable way. By providing explanations for the decisions made by a deep learning model, users can better understand and trust the system’s outputs.

    Overall, the paper emphasizes the need for explainable AI in order to build trust, ensure accountability, and facilitate the adoption of deep learning models in real-world applications. As AI continues to advance, it is essential that researchers and practitioners prioritize the development of interpretable, explainable, and visualizable AI systems.
    #Explainable #Interpreting #Explaining #Visualizing #Deep #Learning #Pape..

  • Excel-erated Learning: Explaining in plain English how dogs learn and how best to teach them

    Excel-erated Learning: Explaining in plain English how dogs learn and how best to teach them


    Price: $16.95
    (as of Dec 28,2024 00:47:05 UTC – Details)




    Publisher ‏ : ‎ James and Kenneth Publishers; First Edition (August 30, 2013)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 180 pages
    ISBN-10 ‏ : ‎ 1888047070
    ISBN-13 ‏ : ‎ 978-1888047073
    Item Weight ‏ : ‎ 9.6 ounces
    Dimensions ‏ : ‎ 5.5 x 0.41 x 8.5 inches

    Customers say

    Customers find the book provides useful information about learning and behavior for dogs. It covers important terms in an easy-to-understand manner. However, some readers find the writing style difficult to read due to pixelated images.

    AI-generated from the text of customer reviews


    Dogs are incredible learners and have the ability to excel at new skills when taught in the right way. In this post, we will break down the science of how dogs learn and provide tips on the most effective methods for teaching your furry friend.

    There are four main ways in which dogs learn: classical conditioning, operant conditioning, observational learning, and social learning. Classical conditioning is when a dog learns to associate a neutral stimulus with a positive or negative outcome. For example, a dog may learn to associate the sound of a clicker with receiving a treat.

    Operant conditioning involves rewarding desired behaviors and ignoring or correcting unwanted behaviors. This type of learning is based on the idea that dogs will repeat behaviors that are rewarded and avoid behaviors that are not.

    Observational learning occurs when a dog learns by watching other dogs or humans. This can be a powerful tool for teaching new behaviors, as dogs are social animals and often mimic the actions of those around them.

    Social learning involves learning through interactions with other dogs. Dogs are pack animals and learn from each other through play, communication, and observation.

    When it comes to teaching your dog new skills, it is important to use positive reinforcement techniques. This means rewarding your dog with treats, praise, or play when they exhibit the desired behavior. Punishment or harsh corrections should be avoided, as they can lead to fear and anxiety in your dog.

    Consistency is key when training your dog. Set clear expectations and stick to them, rewarding good behavior and redirecting or ignoring unwanted behavior. Keep training sessions short and positive, and be patient with your furry friend as they learn new skills.

    By understanding how dogs learn and using positive reinforcement techniques, you can help your dog excel in their training and develop a strong bond with you as their teacher. Happy training!
    #Excelerated #Learning #Explaining #plain #English #dogs #learn #teach

  • Decoding the Universe: How the New Science of Information Is Explaining Everything in the Cosmos, from Our Brains to Black Holes

    Decoding the Universe: How the New Science of Information Is Explaining Everything in the Cosmos, from Our Brains to Black Holes


    Price: $16.00
    (as of Dec 27,2024 11:32:13 UTC – Details)




    Publisher ‏ : ‎ Penguin (Non-Classics); Reprint edition (January 30, 2007)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 304 pages
    ISBN-10 ‏ : ‎ 0143038397
    ISBN-13 ‏ : ‎ 978-0143038399
    Item Weight ‏ : ‎ 7.2 ounces
    Dimensions ‏ : ‎ 5.14 x 0.59 x 7.78 inches

    Customers say

    Customers find the book well-written and easy to understand. It helps them refresh their knowledge of information theory concepts like redundancy. Many readers find the subject fascinating and enjoyable, with a wide variety of topics covered. They appreciate the author’s explanations of quantum mechanics and how information theory underlies physics and other sciences.

    AI-generated from the text of customer reviews


    In the vast expanse of the universe, a new science is emerging that promises to unlock the secrets of everything from our brains to black holes. This groundbreaking field, known as information theory, is revolutionizing our understanding of the cosmos by revealing hidden patterns and connections that were previously invisible to us.

    Decoding the Universe: How the New Science of Information Is Explaining Everything in the Cosmos explores the cutting-edge research that is reshaping our perception of reality. From the intricate workings of our own minds to the mysterious forces that govern the behavior of galaxies, information theory is providing us with a new lens through which to view the world around us.

    Through the lens of information theory, scientists are beginning to unravel some of the most enigmatic phenomena in the universe. By understanding how information is processed and transmitted, we are gaining new insights into the nature of consciousness, the origins of life, and the ultimate fate of the universe itself.

    Join us on a journey into the heart of the cosmos as we explore the groundbreaking discoveries that are reshaping our understanding of the universe. Decoding the Universe is a must-read for anyone interested in the cutting-edge science that is revolutionizing our understanding of the world around us.
    #Decoding #Universe #Science #Information #Explaining #Cosmos #Brains #Black #Holes

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