A project by the University of the Sunshine Coast is trialling the use of robotic dogs to herd sheep, with public demonstrations at the Ekka at the Brisbane Showgrounds. Dr David Alonso-Caneiro, a senior lecturer in mechatronics, says the long-term goal is to establish whether such machines could be used as autonomous tools on farms
Всё началось на обычной стратегической сессии в конце 2025 года. Мы с коммерческим директором обсуждали планы на следующий год, пересматривали процессы и думали, где теряем время. Тогда и появился вопрос: а где искусственный интеллект действительно может быть полезен нашей команде?
Расскажу, что мы перепробовали, какие задачи отдали машине и почему начинали совершенно не с нейросетей.
Сразу скажу: это не история успешного успеха. Где-то мы правда сократили время в разы, где-то только учимся, а где-то честно признали, что человек пока справляется лучше.
Планета стремительно нагревается, подтвердили метеорологи, и особенно это касается мирового океана, в котором только начинает формироваться феномен Эль-Ниньо.
Average sea surface temperature outside polar regions was highest on record for July, beating previous high in 2023
The world’s seas were hotter last month than in any July on record, scientists have said, as devastating heat struck western Europe.
Sea surface temperatures hit record highs for July on the Atlantic coast and western Mediterranean, the EU’s Copernicus climate change service found, with severe marine heatwaves roiling Europe’s seas. Globally, the average sea surface temperature outside the cold polar regions was the highest on record for the month, beating the previous July record set in 2023.
It's been a good six episodes since Rhaenyra Targaryen (Emma D'Arcy) at long last seized the Iron Throne and proclaimed herself Queen of the Seven Kingdoms in House of the Dragon Season 3. But it wasn't until Sunday night's finale that we truly got a glimpse into why Westerosi history books dubbed her "Rhaenyra the Cruel."
After learning her half-brother and former king Aegon II (Tom Glynn-Carney) had resurfaced in a literal blaze of glory supplied by his previously presumed dead dragon Sunfyre, Rhaenyra's desperation to assert herself as the realm's rightful ruler was palpable. So, she finally picked a definitive side in the ongoing struggle between Daemon (Matt Smith) and Mysaria (Sonoya Mizuno) to win her trust. Rather than continuing to work to legitimize her rule through support for the common people per Mysaria's counsel, Rhaenyra opted for the show of brute force Daemon has been all too eager to lead the charge on. As he put it, "The only quality the realm understands is strength."
However, Rhaenyra did have one caveat for giving Daemon the go-ahead to attack Ormund Hightower (James Norton) and his forces at Tumbleton: "The realm is watching. Do not make a monster out of me."
Unfortunately, when dragons are involved, all-out carnage seems like more of an inevitable outcome than an active choice. So it shouldn't have really come as a surprise to anyone involved when the assault on Tumbleton quickly spiraled into a fiery onslaught that turned the city's smallfolk into collateral damage.
As for all our major players, here's everyone who lived and who died in the Battle of Tumbleton.
Who lived
Daemon Targaryen
Matt Smith as Daemon Targaryen in House of the Dragon Season 3. —Theo Whiteman—HBO
TheRogue Prince lived to fight another day, but not without taking a nearly lethal beatdown at the hands of Ser Jon Roxton (Joplin Sibtain). By the end of the episode, Daemon appeared to be more cowed than we've ever seen him. And if the horrified expression on his face was any indication, he's all too aware of how badly he bungled Rhaneyra's order not to let the battle make her look like an evil tyrant.
Corlys Velaryon
Steve Toussaint as Corlys Velaryon in House of the Dragon Season 3. —Ollie Upton—HBO
Corlys (Steve Toussaint) may have lost a finger to Ormund, but he managed to largely stay out of the fray at Tumbleton after Gwayne (Freddie Fox) handed him over to Daemon as part of an attempted peace offering. Unfortunately, his son Alyn (Abubakar Salim) seems to have already grown comfortable filling Corlys' role as Hand of the King back at King's Landing.
Gwayne Hightower
Freddie Fox as Gwayne Hightower in House of the Dragon Season 3. —Ollie Upton—HBO
That final shot of a somewhat scorched Gwayne crawling through the ruins of Tumbleton in search of Daeron (Benjamin Evan Ainsworth) let us know everyone's favorite Hightower had managed to make it through yet another fiery dragon rampage.
Daeron Targaryen
Benjamin Evan Ainsworth as Daeron Targaryen in House of the Dragon Season 3. —Ollie Upton—HBO
Although we didn't get confirmation Daeron survived the blast of dragonfire that sent him and Gwayne flying through the streets of Tumbleton, we also didn't see him die on screen. In the A Song of Ice and Fire universe, that's pretty much a guarantee he'll be back next season. Plus, we haven't even gotten to see him ride his dragon Tessarion yet.
Hugh Hammer
Kieran Bew as Hugh Hammer in House of the Dragon Season 3. —Ollie Upton—HBO
Hugh (Kieran Bew) survived the violence, but we can't imagine he won't be out for vengeance for the death of his wife, Kat (Ellora Torchia), and the remaining members of her family. Who exactly he'll decide is at fault for their untimely demise is still up in the air, though.
Ulf the White
Tom Bennett as Ulf the White in House of the Dragon Season 3. —Theo Whiteman—HBO
Ulf (Tom Bennett) may have bad blood with the highborns of both Team Green and Team Black, but his decision to carry out that vendetta by going rogue and raining dragonfire down on Tumbleton directly resulted in a massacre of the city's common folk (likely including some of the very same people with whom he spent the previous night drinking a local tavern dry). At this point, it's pretty clear Ulf could care less about anyone but himself.
Jon Roxton
Joplin Sibtain as Jon Roxton in House of the DragonSeason 3. —Kevin Baker—HBO
Considering he almost took down Daemon, Ser Jon is clearly no slouch when it comes to combat. But now that Lord Ormud is dead, he'll have to chart his own path forward.
Oscar Tully
Archie Barnes as Oscar Tully in House of the Dragon Season 3. —Ollie Upton—HBO
We didn't really get to see the young lord of the Riverlands in action during the battle, but he did quickly pop back up at the end of the episode to prove he was still kicking.
Alysanne Blackwood
Annie Shapero as Alysanne Blackwood in House of the Dragon Season 3. —Theo Whiteman—HBO
Like Oscar (Archie Barnes), Alysanne (Annie Shapero) was slaying Hightowers off-screen for most of the clash. But even if she had died, Alysanne's already made a lasting name for herself as the one who delivered the killing blow to Ser Criston Cole.
Who died
Roderick Dustin
Tommy Flanagan as Roderick Dustin in House of the Dragon Season 3. —Theo Whiteman—HBO
The leader of the Winter Wolves was ordered not to die before Tumbleton's main gate fell. Ser Roderick (Tommy Flanagan) more than accomplished his task, even managing to deliver an incapacitating blow to Ormund before meeting a smiling end engulfed in Silverwing's dragonfire.
Ormund Hightower
James Norton as Ormund Hightower in House of the Dragon Season 3. —Ollie Upton—HBO
After showing his true colors by forcing children to the frontlines of Tumbleton's battlements to serve as human shields, Ormund brought about his own demise with his brutal treatment of a hungover Ulf just as the battle began. In the end, all of Ormund's bluster about the the unworthiness of the Targaryens didn't stop a dragon from killing him.
Kat
Ellora Torchia as Kat in House of the Dragon Season 3 —Ollie Upton—HBO
It was unclear exactly how Kat actually died since she didn't have any visible wounds or appear to be injured in any way when Hugh found her body. But we're taking Hugh's scream of anguish as a sign that Kat is no longer with us.
Additional deaths
Heleana Targaryen
Phia Saban as Heleana Targaryen in House of the Dragon Season 3. —Ollie Upton—HBO
Heleana (Phia Saban) didn't die at the Battle of Tumbleton, but her death is certainly significant. In a callback (or rather, call-forward) to King Tommen Baratheon throwing himself from a high tower of the Red Keep in Game of Thrones, pregnant Heleana chose to jump to her death out of a very similar window in the castle rather than continue to live as Rhaenyra's prisoner. It's difficult to imagine a world in which Alicent (Olivia Cooke) and Rhaenyra's relationship will come back from this one.
High Septon Eustace
(L-R): Simon Chandler as High Septon Eustace and Emma D'Arcy as Rhaenyra Targaryen in House of the Dragon Season 3. —Ollie Upton—HBO
Rather than continue to put up with his refusal to anoint her as Queen of the Seven Kingdoms, Rhaenyra came to the conclusion that her best course of action was to put the High Septon (Simon Chandler) to the sword instead. Unfortunately, we have a feeling that move isn't going to play so well with her many subjects who adhere to the Faith of the Seven.
Emma D'Arcy in House of the Dragon Season 3 —Theo Whiteman—HBO
This article contains spoilers for the House of the Dragon Season 3 finale.
House of the Dragonis not making a habit out of quiet finales. Viewers who grumbled over the anticlimax of Season 2 must have been pleased with Sunday’s Season 3 finale, which one-upped the previous episode’s Sunfyre resurrection and brûléeing of many soldiers loyal to Rhaenyra with a Battle of Tumbleton that torched the city; left thousands of casualties Black, Green, and civilian; and ended both Ormund Hightower’s (James Norton) kingmaking ambitions and his life. Major character deaths weren’t even limited to the battlefield: RIP Helaena, for one, too good for Westeros and for her family. I’ll miss Phia Saban’s quietly resolute performance.
You wouldn’t be wrong to place the blame for the battle’s carnage as well as Helaena’s spiky suicide on Rhaenyra (Emma D’Arcy). It’s she who, after some handwringing, orders Daemon (Matt Smith) to lay siege to Tumbleton and “root out every Hightower and kill them to the last man.” She also has a captive, pregnant, hunger-striking Helaena violently force-fed. Anti-Rhaenyra sentiment is festering, even within the Red Keep. Until this season, she has been Dragon’s default hero, bravely defending her right to succeed her father against a Green faction whose loyalty to Aegon II (Tom Glynn-Carney) basically comes down to misogyny, despite wrenching personal losses. But now that she sits the Iron Throne, the show is making us—like the starving peasants she has yet to materially help—question whether she is truly the great leader she’s convinced she can be. I don’t know that she is, or that anyone could be in similar circumstances. She’s still the hero of this story, though, even if she turns out to be a tragic one.
The finale opens with Rhaenyra waking to the news that Aegon is alive, and that his return—with a still-quite-lethal Sunfyre, no less—after she declared him dead makes him some kind of messiah. Understandably, she panics, cursing the memory of Viserys (Paddy Considine) for putting her in such a terrible situation. “His prophecy has tested me again and again, and I have met its every challenge!” she complains to Daemon. He takes the opportunity to remind her of her Targaryen supremacy. So, how should she wield it? “The only quality the realm understands is strength,” Daemon says. It’s enough to get him dispatched to Tumbleton.
Baela (Bethany Antonia) urges Rhaenyra to have Lord Corlys (Steve Toussaint) rescued from the Hightowers’ clutches while Black forces are in town. He is, after all, the Hand of the Queen, and he’s sacrificed mightily for her cause. Also: “It was your fault” the Sea Snake was captured in the first place, Baela says. When Rhaenyra seems less than enthusiastic about helping him, Baela really goes off on her. “If a person is useful to you, you wield them,” she accuses. “But if not, you abandon them.” This may be true. A few scenes later, Rhaenyra abruptly banishes her paramour Mysaria (Sonoya Mizuno)—through a minion, no less. (Mysaria does get a nice severance package.) But doesn’t a responsible sovereign have to be ready to throw her friends and family under the bus in service of what she believes to be the greater good of the kingdom? I mean, wasn’t that the takeaway of six seasons of Matt Smith’s other show, The Crown? Of course, as with Elizabeth’s real-life refusal to let her sister marry a divorced man, the question of whether it’s actually prudent for the monarchy to deprioritize saving Corlys is a different matter.
It isn’t just Baela who rips into Rhaenyra in her own home. Helaena’s force-feeding comes after a heated encounter with the Queen. “You cannot think I would harm you,” says Rhaenyra, who must still see herself as a merciful person. (That she has thugs shoving gruel down Helaena’s throat seconds later suggests an alarming lack of self-awareness.) Helaena’s retort: “Do you think life is nothing more than not being dead? Our father would hate you for this.” She’s right. But Rhaenyra is also correct when she points out to her half-sister that Viserys’ dithering over succession is what put them in this predicament in the first place. Then again, there’s truth to Helaena’s scathing final blow: “All the things you care about are ugly. This place is ugly. You, yourself, are ugly.”
Helaena is Dragon’s Cassandra; her supernatural prescience and big-picture perspective make her perhaps the wisest character this side of Game of Thrones’ Bran the Broken. (This makes the embroidered portrait of Rhaenyra on a bloody Iron Throne that is, in effect, her suicide note, particularly foreboding.) If you take “the things you care about” and “this place” to mean power and King’s Landing—or Westeros at large—she’s reiterating a core theme of A Song of Ice and Fire. Like anyone vying for a throne, Rhaenyra is playing a brutal, yes, game. Would it be a more just or humane game, though, if she forfeited? Would it have a better long-term outcome?
Rhaenyra doesn’t think so. And unlike Aegon or Aemond (Ewan Mitchell), whose kingly ambitions don’t seem grounded in anything more than entitlement and will to power, she is actually taking Westeros’ future into consideration when she clings to her birthright. Not only does she ascend the Iron Throne with the intention of helping the small folk, but she also sincerely believes in the Song of Ice and Fire prophecy—a prophecy that Thrones viewers know will, whether self-fulfilling or not, both lead to great destruction and, ultimately, prove instrumental in saving humanity from extinction via White Walker. This is why we see her, in the finale, demand to be anointed by the High Septon (Gary Raymond) and order Alyn (Abubakar Salim) to kill him when he refuses. She isn’t betraying the Seven, exactly, because her fealty is to the prophecy and to her Valyrian ancestors. She believes she’s answering a higher calling.
Tragedy lies in the gulf between beliefs or intentions and reality. In the Battle of Tumbleton, it’s Daemon rejecting Gwayne (Freddie Fox) and Daeron’s (Benjamin Evan Ainsworth) plea for peace, taking offense at Corlys’ further attempts at diplomacy, exhorting his army to avoid excessive casualties because “the Queen’s moral standing must remain absolute”—and then presiding over a grisly mass slaughter against an enemy that makes terrified children cannon fodder. Because he is carrying out her order to decimate the Hightowers, in defiance of Corlys’ plan for victory without bloodshed, Rhaenyra is just as responsible for these atrocities as Daemon. A tragic hero has the most noble aims but, due to some intrinsic character flaw or external factor (a sexist society, say, or misplaced faith) ends up doing the wrong thing for the right reasons. Rhaenyra seems to be heading in this unfortunate direction, but she’s no villain. We’ll find out in the show’s last act whether her heroism proves to be triumphant or tragic.
Average sea surface temperature outside polar regions was highest on record for July, beating previous high in 2023
The world’s seas were hotter last month than in any July on record, scientists have said, as devastating heat struck western Europe.
Sea surface temperatures hit record highs for July on the Atlantic coast and western Mediterranean, the EU’s Copernicus climate change service found, with severe marine heatwaves roiling Europe’s seas. Globally, the average sea surface temperature outside the cold polar regions was the highest on record for the month, beating the previous July record set in 2023.
Observatory says 36.9C posted on Sunday is city’s highest official temperature since its records began 142 years ago, with storm driving intense heat in region
Hong Kong has officially recorded its highest ever temperature as Typhoon Dolphin swept warm air over the city, the meteorological service said.
The city’s weather observatory posted a temperature of 36.9C on Sunday, the highest recorded since records began in 1884, the Hong Kong Observatory said in the afternoon.
In 2023, police charged Duane Davis, also known as "Keefe D," with organizing Tupac Shakur's murder in 1996. Author Ben Westhoff discusses Davis' trial that begins Monday.
Kim Jong-un’s regime has already provided thousands of soldiers, as well as missiles and artillery; Turkey readies arms package for Ukraine. What we know on day 1,629
Observatory says 36.9C posted on Sunday is city’s highest official temperature since its records began 142 years ago, with storm driving intense heat in region
Hong Kong has officially recorded its highest ever temperature as Typhoon Dolphin swept warm air over the city, the meteorological service said.
The city’s weather observatory posted a temperature of 36.9C on Sunday, the highest recorded since records began in 1884, the Hong Kong Observatory said in the afternoon.
The film-maker’s take on Homer’s epic has beaten his previous record holder The Dark Knight Rises
The Odyssey has become the highest grossing film of Christopher Nolan’s career, having made more than US$1bn at the global box office less than a month after its release.
The blockbuster, which was released on 17 July, is an adaptation of Homer’s ancient Greek epic and follows Matt Damon as Odysseus, the Greek king of Ithaca, on his perilous 10-year journey home after the Trojan war.
Water levels in the reservoir, which sits behind the Hoover Dam, are at record lows. A continued drop would imperil water supplies for millions of people and cut electricity from the dam.
Taiwan continued its 10-day war games this weekend, preparing for a potential invasion by China, which claims the territory as its own and has threatened to seize it by force. Anna Coren has more details from Taiwan.
Iran's Revolutionary Guard insisted that the Strait of Hormuz will remain closed until the U.S. complies with a list of demands, including paying for war damage. Imtiaz Tyab reports on the latest in a series of mixed messages from the regime.
The Powerball jackpot powered up after there was no winner this weekend. The prize for Monday's drawing is now an estimated $905 million, the biggest jackpot this year.
Nearly 100 large wildfires strained firefighting resources around the U.S. this weekend. The fire danger also exploded in Canada amid hot and dry conditions. Gwen Baumgardner reports, and Andrew Kozak has the forecast.
New York City police are on the scene of a tragic boating accident where a woman and a young child were killed near the Statue of Liberty. The NYPD says they got a call about an overturned boat and when crews arrived, they found 12 people had already been rescued from the water but a 27-year-old woman and five-month-old little girl did not survive. WNBC’s Jessica Cunnington reports for Sunday TODAY.
Iran is issuing a new set of demands to President Donald Trump and American negotiators before it will consider re-opening the vital Strait of Hormuz. The demands require the United States to never threat or insult Iran, withdraw military forces and compensate for damages during the war. NBC’s Keir Simmons reports for Sunday TODAY.
The mother of Tasia Fortune, a 29-year-old Black woman whose body was found hanging from a tree in Jackson, Mississippi, said her daughter "did not do this to herself."
The captain of a boat that overturned in New York Harbor was charged with reckless endangerment. Twelve people were saved, but a mother and her 5-month-old daughter died. Michael George reports.
Suspected crime boss Daniel Kinahan appeared in court and was charged with directing the activities of a criminal organisation after being extradited from Dubai.
Mourinho: I reneged on deal and returned to Chelsea
Ferguson confirms story in new Netflix documentary
José Mourinho has revealed he signed a contract to succeed Sir Alex Ferguson as Manchester United manager in 2013 only to tearfully renege on the deal and return to Chelsea.
The football world was rocked when the Scottish great announced he was retiring having overseen a 13th Premier League title triumph during a spell of unrivalled dominance at Old Trafford.
В 1968 году Филип К. Дик написал роман «Мечтают ли андроиды об электроовцах?». В мире книги эмпатия становится одним из признаков, по которым человека пытаются отличить от андроида. Для этого используется вымышленный тест Войта-Кампфа, проверяющий эмоциональные реакции.
Я начал эту статью с гипотезы об эмпатии разработчиков, но исследований, которые позволили бы подтвердить её, не нашёл. Зато обнаружил более интересный вопрос: как эмоции влияют на вполне рациональные инженерные решения и что происходит, когда мы этого влияния не замечаем.