Which underrated movie features a standout performance by a talented leading actress that deserves more recognition?
Share lesser-known films where the actress's amazing acting stands out, captivating audiences.
Let's celebrate these hidden gems with remarkable performances, unique stories, and powerful emotions.
Join the conversation and shed light on these overlooked treasures that deserve recognition.

Major Duels/Fights That Could Happen

Background
I thought it would be fun to come up with a list of some of the major duels/fights that have a good chance of happening (or at least some potential foreshadowing). Obviously not all of these will end up taking place, but I've posted about most of these individually at some point, so I thought it would be fun to group them together.
If interested: Named Characters Killed by Individuals in Combat
Ser Gregor Clegane & Ser Loras Tyrell
Gregor Clegane and Loras Tyrell have already:

• Jousted in the Tourney of the Hand
• Almost fought after the joust
• Loras volunteered to go fight Gregor in the Riverlands and Ned said no

If interested: Gregor Clegane v. Loras Tyrell
Ser Rolly Duckfield & Lord Lorent Caswell
Rolly Duckfield (who we meet as one of Tyrion's companions aboard the Shy Maid) grew up in service to Lorent's father and was forced to flee and join the Golden Company.
If interested: Rolly Duckfield/Lorent Caswell
Swannbowl
House Swann's sigil is two swans combantant and while Ser Balon is a member of Tommen's kingsguard, his brother Ser Donnel has changed allegiances a few times. And while they aren't twins, we could see them battle to the death.
If interested: Swann vs. Swann: Ser Donnel the Constant
unAlliser Thorne vs. unJon
Before the mutiny at Castle Black, Jon had sent Ser Alliser beyond the Wall, and Ser Alliser legit responds with this:

Then you could hack off my head, same as you did for Slynt. I'll not give you that pleasure, bastard. You'd best pray that it's a wildling blade that kills me, though. The ones the Others kill don't stay dead … and they remember. I'm coming back, Lord Snow."
"I pray you do." Jon would never count Ser Alliser Thorne amongst his friends, but he was still a brother. No one ever said you had to like your brothers. -ADWD, Jon VI

If interested: Alliser Thorne's Destiny: Become a Wight/Try to Kill Jon Snow
Ramsay's Hounds vs. the Stark Direwolves
Not a duel/fight per se, but according to GRRM's thoughts on the show, we could potentially see a showdown between them in the books:

Speaking of which: Martin leaves a little note for the producers when writing about Ramsay’s flesh-eating hounds, whom we see hunting down a girl for sport.
[N.B. A note for future reference. A season or two down the line Ramsay’s pack of wolfhounds are going to be sent against the Stark direwolves, so we should build up the dogs as much as possible in this and subsequent episodes. SSM, Vanity Fair Article: 7 December 2018

If interested: The Stark Direwolves vs. Ramsay's Hounds
Ramsay Bolton vs. Jon Snow
We have the show to thank for this one as well (Battle of the Bastards), but it is worth noting that book Jon is a much better fighter than Ramsay:

"He fights for you," Reek blurted out. "He's strong." "Bulls are strong. Bears. I have seen my bastard fight. He is not entirely to blame. Reek was his tutor, the first Reek, and Reek was never trained at arms. Ramsay is ferocious, I will grant you, but he swings that sword like a butcher hacking meat." -ADWD, Reek III

If interested: Fighting Skill: Jon Snow vs. Ramsay Bolton & Other Perspectives of Ramsay Bolton
Ser Jaime Lannister (in general)
With the abandonment of the 5 year gap and the progression Jaime shows in the post I linked below, I think its quite feasible that Jaime has to use his left hand at some point (duel with Brienne, Lancel, Boros, etc.), my favorite potential foreshadowing of this, is this little throwaway line about his squire:

That night he and Ser Ilyn fought for three hours. It was one of his better nights. If they had been in earnest, Payne only would have killed him twice. Half a dozen deaths were more the rule, and some nights were worse than that. "If I keep at this for another year, I may be as good as Peck," Jaime declared -AFFC, Jaime VII

but if we remember Peck:

Next came four of lesser birth who had distinguished themselves in the fighting: the one-eyed knight Ser Philip Foote, who had slain Lord Bryce Caron in single combat; the freerider Lothor Brune, who'd cut his way through half a hundred Fossoway men-at-arms to capture Ser Jon of the green apple and kill Ser Bryan and Ser Edwyd of the red, thereby winning himself the name Lothor Apple-Eater; Willit, a grizzled man-at-arms in the service of Ser Harys Swyft, who'd pulled his master from beneath his dying horse and defended him against a dozen attackers; and a downy-cheeked squire named Josmyn Peckledon, who had killed two knights, wounded a third, and captured two more, though he could not have been more than fourteen. Willit was borne in on a litter, so grievous were his wounds. -ACOK, Sansa VIII

If interested: Hear Me Roar: Jaime Lannister's Left Hand
Areo Hotah v. Darkstar
Areo Hotah has already dispatched a POV character (Arys Oakheart) and the Camera that Rides is now headed to track down Dark Star with Obara Sand.

Only Ser Gerold Dayne had escaped unscathed. Darkstar. If Myrcella's horse had not shied at the last instant, his longsword would have opened her from chest to waist instead just taking off her ear. Dayne was her most grievous sin, the one that Arianne most regretted. With one stroke of his sword, he had changed her botched plot into something foul and bloody. If the gods were good, by now Obara Sand had treed him in his mountain fastness and put an end to him.
She said as much to Daemon Sand that first night, as they made camp. "Be careful what you pray for, princess," he replied."Darkstar could put an end to Lady Obara just as easily."
"She has Areo Hotah with her." Prince Doran's captain of guards had dispatched Ser Arys Oakheart with a single blow, though the Kingsguard were supposed to be the finest knights in all the realm. "No man can stand against Hotah."
"Is that what Darkstar is? A man?" Ser Daemon grimaced. "A man would not have done what he did to Princess Myrcella. Ser Gerold is more a viper than your uncle ever was. Prince Oberyn could see that he was poison, he said so more than once. It's just a pity that he never got around to killing him." -TWOW, Arianne I

If interested: The Showdown at High Hermitage
CleganeBowl
One of the more divisive theories in the fanbase is that of Sandor Clegane fighting his brother Gregor. While E+L have stated that they don't believe Cleganebowl will happen (although they have also said they won't change their stance on stuff publicly if they get new information):

No, the Cleganebowl theory -- specifically, the version that has the gravedigger formerly known as the Hound fighting a trial by combat against the necromantic experiment formerly known as Ser Gregor Clegane -- is not really going anywhere (though the two may well meet under other circumstances).

I tend to agree as I think that Sandor Clegane's plotline stays in the Riverlands (LSH and the BwB are hot on his trail and know he was the last one to see Arya alive).
That said we get it on the show (take that fwiw, as they were in deep with the fan service at that point) as well as get several quotes that could seemingly foreshadow a fight between them.
If interested: Trial by Combat: The Faith's Champion & Trials/Fights in King's Landing
Bloodraven & Bittersteel
Bloodraven and Bittersteel are known to have fought two duels::

• The First Blackfyre Rebellion (196AC)
• The Third Blackfyre Rebellion (219AC)

While the details of their first duel are pretty well known, the information about their second duel is very scarce (we will likely get more info in a future D&E or Fire & Blood II). It can also be argued that we could end up with a third "duel" (war by proxy) between the two.
If interested: The Duels Between Bittersteel & Bloodraven
Dark Sister & Blackfyre
While neither Blackfyre/Dark Sister have been mentioned in the main series, they have met in duels on a couple occasions. While it is confirmed that Bloodraven took Dark Sister to the Wall with him, we haven't seen it since. Blackfyre was last seen with Bittersteel.
I think its quite likely that Illyrio acquired Blackfyre at some point and that it was a treasure that House Blackfyre maintained as some semblance of legitimacy.
If interested: Dark Sister & Blackfyre: Could They Meet Again?
Dany/Balerion & ???
Not really sure who (it could be anyone from Euron and whatever he is summoning/dragon to another character on dragonback.
That said we are to expect a Dance of the Dragons II in the series, and imo its not a real "dance" unless both sides have dragons.
If interested: Thoughts, Theories, Parallels on the Dance of the Dragons II
TLDR: Just like the title says, a list of duels/combat that I could happen (and that have some potential foreshadowing, etc. as well.

In the suburbs of Westchester, New York, a remarkable story unfolded on the morning of April 17. Two brothers, Tommy (38) and James (42), woke up to discover that they had transformed into overnight millionaires, all thanks to a daring bet on a cryptocurrency that was initially conceived as a joke.
Tommy and James, preferring to keep their last names private for the sake of anonymity, had invested a few hundred dollars into a peculiar digital asset known as shiba inu coin. This cryptocurrency, a playful offshoot of dogecoin, was essentially a parody within a parody. At the time, each coin was worth a fraction of a cent. However, a friend who happened to be well-versed in crypto matters shared his belief that it had the potential to generate substantial profits.
"Bitcoin crossed my mind. It started as a fraction of a penny and now it's worth tens of thousands of dollars. People have experienced such transformations, so it felt possible," explained Tommy. "I trusted my friend, and even if it ended up worthless, that was okay. I saw it as an enduring lottery ticket."
Less than two months after their initial investment in late February, their lives underwent an extraordinary metamorphosis. Coincidentally, it was their father's birthday, and instead of presenting him with a traditional card, they gifted him millionaire status.
The year 2021 witnessed an explosive surge in cryptocurrency valuations. Cryptocurrencies, previously disregarded or scorned by Wall Street, including established giants like bitcoin and lesser-known "altcoins," are currently basking in unprecedented investor interest. Bitcoin's value has soared by almost 70% since January, while dogecoin, originating as a joke and still valued under a dollar, has surged over 11,000%, according to Coindesk.
However, cryptocurrencies come with significant risks as unregulated investments. Prices are notorious for their wild swings, and digital currencies pose unique challenges, such as the potential for hacked servers, lost passwords, or deleted files that could forever bar access to funds.
Undeterred by these risks, James and Tommy took their chances, each initially investing $200. They also shared their idea with their mother, father, sister, and a few other family members.
"My mother and sister were skeptical, but they also contributed $100 each," Tommy revealed. "When it gained around 300%, they decided to invest an additional $100 each, and the value just kept climbing."
In total, the group collectively invested nearly $8,000.
"Oh my God!"
Before the pandemic, the brothers' primary source of income stemmed from filming weddings. However, with the outbreak of Covid-19, their business nearly crumbled. Instead of the usual 30-40 weddings per year, they found themselves limited to no more than eight.
"We fell through the cracks," Tommy recounted. "Government stimulus checks weren't enough to sustain us. I tend to be optimistic, but it was truly challenging, and the uncertainty of the future was quite daunting."
As their shiba coin investment began to take off, the transformation in their fortunes felt almost surreal. While filming a wedding in mid-April, they cautiously monitored their investment, which had rapidly escalated to $100,000. And the numbers kept climbing.
"The following morning, we woke up to see that it had doubled. We were like, 'Oh my God!'" Tommy exclaimed.
"Then it climbed to $700,000, and I told my brother that it would reach a million. I couldn't stop refreshing my phone."
And the very next day, their prediction came true.
"The day it hit a million, my mom and sister couldn't believe it”

Demographics: International Student (Europe), Male, Low Income (<$60K - Will require aid), Competitive Public Grammar School (At least one or two kids get into a US College every few years, last time it was 2019!)
Intended Major(s): Material Science/Mechanical & Aerospace Engineering/Chemical Engineering SAT I/SAT II: 1450 (Should I retake or nope?) Rank & GPA: Probably Top 10%, We don't do GPA but I've gotten 7 Grade 9s (Or A*), 3 Grade 8s (A) in GCSEs Junior Year Coursework: IB HL Physics (Predicted 7), IB HL Chemistry (Predicted 6), IB HL Maths AA (Predicted 6), IB SL Geography (Predicted 7), IB SL French (Predicted 6), IB SL English Lit & Performance (Predicted 6) - TOTAL POINTS 40/45 POINTS Extracurriculars: 1. Founder and Chairman of School Aeronautics & Rocketry Club (G11/12) Managed and organised club initiatives - helping peers design, build, and launch motor rockets - whilst educating younger students on the engineering behind rocketry (28 Weeks/3 Hours per week) 2. Founder and President of School Engineering Society (G11/12) Established a society where students debate over STEM issues, conducted research projects, and organised interview sessions with engineers at CERN and other Scientific Institutions (16 Weeks/3 Hours per week) 3. Volunteer Contributor for a National Environmental Blog (G11/12) Wrote abstracts that shedded light on lesser known environmental issues and their innovative solutions; aiming to raise awareness amongst the public (16 Weeks/3 Hours per week) 4. CREST Gold Award for Scientific Research (G11) Independent research into the sargassum ‘epidemic’ causing havoc along Florida’s coast: testing whether it could act as a source of aviation biofuel (7 Weeks/3 Hours per week) 5. Defence Engineering Virtual Work Experience (G10) Explored the engineering behind Royal Navy Vessels, and completed tasks enhancing my creativity skills - like designing solutions to Kessler Syndrome (1 Week/30 Hours per week) 6. Aerospace & Electronics Engineering Work Experience (G11) Gained hands-on experience in the manufacturing procedures of helicopters & aircraft technologies, and developed key workplace organisational skills (1 Week/30 Hours per week) 7. MOOC Structural Engineering Course by Dartmouth/eDX (G12) Online course investigating the applications of fundamental structural engineering principles in nature and man-made systems like buildings & aircraft (6 Weeks/4 Hours per week) 8. Community Fundraising Projects for Various Charities (G11/12) Brought awareness around terminal illness & mental health issues veterans face; raised money through bake sales & walking over 100 miles for charity (6 Weeks/4 Hours per week) 9. Mentoring Primary School Students (G11) Assisted local primary schools with running science clubs during summer, helping children explore STEM & fostering their passions towards engineering (4 Weeks/4 Hours per week) 10. Class Representative to the School Council (G10) Chosen to represent my class (180 students) to the School Council, helping organise school fairs & advocated for change within the school community (28 Weeks/2 Hours per week)
Awards & Honours:

1. British Physics Challenge/Olympiad - Merit (G12)
2. CREST Gold Award for Scientific Research (G11)
3. Climate Science Olympiad Quarter Finalist (G11)
4. Physics Achievement Award from School (G10)
5. Duke of Edinburgh Bronze Award (G9)

Universities I will be applying to:
Harvard University Princeton University Dartmouth College Duke University University of Notre Dame Emory University Pomona College University of Wisconsin - Madison
NOTE: I switched schools between Grade 10 and 11, hence why a lot of the stuff on my application is from Grade 11 and 12. This has been noted down on my Additional Information section of the Common App.

For users who are looking for a VPN to use for torrenting, there are many options to consider. Many popular VPN services have good security and encryption protocols but one is more specifically tailored for torrenting.
A lesser-known but equally good VPN for torrenting is CovermeVPN. This VPN has fast speed and strong encryption and offers both IPv4 and IPv6 support. It also has a no-logs policy, which is very beneficial for torrenting as no traffic logs will be stored on its servers.

Adventure land
​
Introduction:
Are you ready for an adrenaline-fueled escapade? Look no further than Adventureland—the ultimate destination for thrill-seekers and explorers. Packed with excitement, mystery, and endless possibilities, Adventureland promises an unforgettable experience for adventurers of all ages. In this blog post, we'll delve into the heart of Adventureland, highlighting its captivating attractions, hidden gems, and the key elements that make it a must-visit destination. So, fasten your seatbelts and get ready to discover the wonders that await you in Adventureland!
​
The Essence of Adventureland:
Adventureland is more than just an amusement park—it's a realm of discovery and imagination. Here, the boundaries of reality fade away, and guests are transported to a world where excitement knows no limits. The park's theme is inspired by exotic locales, ancient civilizations, and daring adventures, creating an immersive experience like no other.
​
Iconic Attractions:
Adventureland is home to a plethora of iconic attractions that will leave you breathless and craving for more. From heart-pounding roller coasters that defy gravity to immersive dark rides that transport you into fantastical worlds, there's something for everyone. Get ready to scream your heart out on the thrilling "Jungle Fury" coaster, explore ancient ruins in the enigmatic "Lost City Expedition," or take a magical boat ride through the mystical "Enchanted Lagoon."
​
Hidden Gems:
While the headline attractions steal the spotlight, Adventureland also boasts hidden gems that are waiting to be discovered. These lesser-known experiences offer unique thrills and moments of awe. Venture into the uncharted corners of the park to find secret paths, hidden caves, or interactive treasure hunts that will add an extra layer of excitement to your adventure.
​
Live Shows and Entertainment:
Beyond the rides, Adventureland offers a diverse array of live shows and entertainment that will captivate and mesmerize visitors. From breathtaking acrobatic performances to captivating storytelling sessions, these shows bring the park to life, enchanting audiences with their talent and creativity.
​
Dining and Cuisine:
All that adventure is bound to work up an appetite, and Adventureland has you covered with an array of dining options to satisfy every craving. Indulge in mouthwatering international cuisine that reflects the theme of the park, whether it's savoring exotic flavors at the "Tropical Bites" food court or enjoying a delightful feast at the whimsical "Pirate's Galley" restaurant.
​
Conclusion:
Adventureland is a realm where dreams and adventure intertwine, offering an unparalleled experience that will ignite your imagination and leave you with memories to last a lifetime. Whether you're a thrill-seeker, a curious explorer, or simply someone looking to embrace the magic of the unknown, Adventureland is the place to be. So, grab your map, gather your courage, and embark on an extraordinary journey into the heart of Adventureland—where extraordinary adventures await at every turn.

Lesser known centralized exchange OKcoin is based in San Francisco USA. Sign up and buy $101 worth of a cryptocurrency and receive $50 in BTC. Great deal and you can sell right away and never use the site again if you don't want.
Works great with spritz where you can get another $50.

I just don't think it works with this combat system where everyone has so much access to CC and 100% dmg mitigation (blocks, evasion, invulnerable, etc...)
I play mostly soulbeast, definitely not a class known for having good CC, and I can still apply 5 seconds of it (and that's without bringing any CC slot skills!) Compare this to another 5v5 game that managed to become a competitive esport like League of Legends, where this is the high end of a CC chain that the whole character is balanced around and even includes rooting, which I did not count in my GW2 example.
The situation is the same with invulnerability, and to a lesser extent stealth and mobility. Honestly the whole combat system just feels like everyone is throwing out their own bullshit and whichever sticks decides the winner.
Anet in their infinite wisdom decided that the big problem was CC skills also dealing dmg so they reduced it and that's pretty much all the balance they did in terms of transferring PvE skills to a PvP format.
Just a few ideas to throw out there and get the conversation going on possible fixes:
Give players a defiance bar similar to PvE. Once broken, they are stunned for X amount. CC breaking abilities instead restore your bar (not necessarily completely) and CC immunity skills prevent losing it or reduce the loss for their duration. Pushes and pulls are fine as they are I guess, they don't have a long duration.
Blocking could simply reduce dmg, maybe include reducing condition dmg and CC to make up for this. Invulnerable can do this to a greater extent, possibly also restoring defiance and getting rid of the point capping penalty as a balance.
I have a long boring day at work ahead of me and would live to read your opinions on this :)

There are countless best-of lists on this sub, but they mostly talk about the same bands. For good reasons, those bands/albums are really awesome.
But in this post I wanted to spotlight a few albums that are close to or sometimes even as good as those. So let's start.
April's Motel Room - Black 14
More on the Alternative Rock side of things, this is front to back a brilliant album filled with acoustic/electric tunes driven by a great voice that manages to capture the spirit of the time perfectly. Many hymns on this one.
Bullet Lavolta - Swandive
Recorded by Dave Jerden (Alice in Chains, Jane's Addiction), Swandive had all the ingredients to become a huge success. Rough, but memorable songs with an awesome production value. But things didn't turn out as they should have and so Swandive is what it is today: A hidden gem.
Catherine Wheel - Chrome
Catherine Wheel were not a grunge band, but being a shoegaze band, they leaned more towards proper song structures than most of their counterparts that mostly tried to be psychedelic. Chrome is accessible, quirky, dissonant at times and has a lots of hits to offer.
Coffin Break - Thirteen
Coffin Break slipped under the radar, probably because of their connection with the Epitaph label, which was more known for Punkrock at the time. Thirteen shares a similar Vibe with Bleach at times, but without the self destructive nature of that one. Peter Litvin later formed Plaster, which are awesome as well. The die hards most likely know Coffin Break because Kurt Cobain loved them and they also appeared in the Hype! Movie.
Handsome - Handsome
Again, not Grunge, but since Helmet are highly regarded in this sub, Handsome need to be mentioned. Sharing some bandmembers with the former, Handsome created a timeless piece of music that was sadly overlooked by most people.
Headswim - Headswim
This is one of the albums I simply can't understand that not more people know about it. It has everything a classic needs. Well produced, edgy but melodic, a well balanced mix of heavier tunes and mellow hymns this could have been one of the greats.
Mudshark - Mudshark
Another release a bit reminiscent of Helmet with stakkato riffing, but Mudshark had their fair amount of Grunge influence too. Straight forward and fun from start to finish Mudshark's only album has more than enough memorable moments that it should be remembered.
Redbelly - Redbelly
Redbelly were obviously influenced by Soundgarden, but they manage to be individual enough and score with strong song writing which covers the whole range of rockers to majestic tunes ("Dear Anastasia") and last track "By Now" shows that they manage to create a haunting track with a 3 minute long jam session as well. Highly recommended.
Rollinghead - Daddyhorse
This is a bit different. Rollinghead remind me of Mother Love Bone and while they are not from Seattle their sound surely fits right in and in parts would even fit something like the Singles Soundtrack really well. Hidden gem more people should know about!
Second Coming - Second Coming
Band members of Second Coming were close friends with Alice in Chains and even shared recordings together. Still they are relatively unknown. Undeserved, their debut album is one of those Killer albums that demand a bit of an open mind, but rewards the listener with an hour of timeless classics. Sadly their often rumored 3rd album never saw the light of day, which is really a shame, because the demos released back then hinted at a return to this style.
Send No Flowers - Juice
Send No Flowers should have been huge. Really huge. Juice has everything that a megaseller needed back then. Well, it wasn't to be but in my heart Juice has it's place firmly cemented right next to the big names.
Tad - Inhaler
Probably more known than some of the other albums, Tad never got the recognition they deserved. But Inhaler is great nonetheless. Their previous albums might be close to what Grunge was about, but Inhaler showed a more focused approach to songwriting which should have made this a success.
Ten Miles Wide - The Gross
This. Is. Great. A band from Seattle producing awesome music. The Gross is big. Back then they might have been big. But they are actually a relatively new band and they are still active and working on their second album. This list was about older releases but this album has to be the exception.
​
That's it for this list. I tried to limit it to the more accessible releases that might speak to a wider audience but I plan to make another lists with more things that are tipping into other areas of that awesome century that was the 90s.
If you can't be bothered to check them all at least give Send No Flowers, Second Coming, Headswim and probably Ten Miles Wide a chance.

Hey fellow music lovers!
Could we connect through the beauty of lesser-known genres that often get overlooked in the mainstream music scene. So if you're into dub, reggae, beats, jazzy rap, chill vibes, world music, or anything else that falls into the realm of underappreciated genres, this post is for you!
There's something truly magical about discovering hidden gems and sharing them with others who appreciate the same musical tapestry. Whoever you are, wherever you are, if good music has an essential place in your life, let's share the vibe!

Because lately, I'm seeing people claiming that we're all going to die within this decade:

Experts are warning AI could lead to human extinction. Are we taking it seriously enough?
Human extinction.
Think about that for a second. Really think about it. The erasure of the human race from planet Earth.
That is what top industry leaders are frantically sounding the alarm about. These technologists and academics keep smashing the red panic button, doing everything they can to warn about the potential dangers artificial intelligence poses to the very existence of civilization.
On Tuesday, hundreds of top AI scientists, researchers, and others — including OpenAI chief executive Sam Altman and Google DeepMind chief executive Demis Hassabis — again voiced deep concern for the future of humanity, signing a one-sentence open letter to the public that aimed to put the risks the rapidly advancing technology carries with it in unmistakable terms.
“Mitigating the risk of extinction from AI should be a global priority alongside other societal-scale risks such as pandemics and nuclear war,” said the letter, signed by many of the industry’s most respected figures.
It doesn’t get more straightforward and urgent than that. These industry leaders are quite literally warning that the impending AI revolution should be taken as seriously as the threat of nuclear war. They are pleading for policymakers to erect some guardrails and establish baseline regulations to defang the primitive technology before it is too late.
Dan Hendrycks, the executive director of the Center for AI Safety, called the situation “reminiscent of atomic scientists issuing warnings about the very technologies they’ve created. As Robert Oppenheimer noted, ‘We knew the world would not be the same.’”
“There are many ‘important and urgent risks from AI,’ not just the risk of extinction; for example, systemic bias, misinformation, malicious use, cyberattacks, and weaponization,” Hendrycks continued. “These are all important risks that need to be addressed.”
And yet, it seems that the dire message these experts are desperately trying to send the public isn’t cutting through the noise of everyday life. AI experts might be sounding the alarm, but the level of trepidation — and in some cases sheer terror — they harbor about the technology is not being echoed with similar urgency by the news media to the masses.
Instead, broadly speaking, news organizations treated Tuesday’s letter — like all of the other warnings we have seen in recent months — as just another headline, mixed in with a garden variety of stories. Some major news organizations didn’t even feature an article about the chilling warning on their website’s homepages.
To some extent, it feels eerily reminiscent of the early days of the pandemic, before the widespread panic and the shutdowns and the overloaded emergency rooms. Newsrooms kept an eye on the rising threat that the virus posed, publishing stories about it slowly spreading across the world. But by the time the serious nature of the virus was fully recognized and fused into the very essence in which it was covered, it had already effectively upended the world.
History risks repeating itself with AI, with even higher stakes. Yes, news organizations are covering the developing technology. But there has been a considerable lack of urgency surrounding the issue given the open possibility of planetary peril.
Perhaps that is because it can be difficult to come to terms with the notion that a Hollywood-style science fiction apocalypse can become reality, that advancing computer technology might reach escape velocity and decimate humans from existence. It is, however, precisely what the world’s most leading experts are warning could happen.
It is much easier to avoid uncomfortable realities, pushing them from the forefront into the background and hoping that issues simply resolve themselves with time. But often they don’t — and it seems unlikely that the growing concerns pertaining to AI will resolve themselves. In fact, it’s far more likely that with the breakneck pace in which the technology is developing, the concerns will actually become more apparent with time.
As Cynthia Rudin, a computer science professor and AI researcher at Duke University, told CNN on Tuesday: “Do we really need more evidence that AI’s negative impact could be as big as nuclear war?”

https://www.cnn.com/2023/05/30/media/artificial-intelligence-warning-reliable-sources/index.html#:~:text=%E2%80%9CThere%20are%20many%20'important%20and,that%20need%20to%20be%20addressed.%E2%80%9D

Pausing AI Developments Isn't Enough. We Need to Shut it All Down
BY ELIEZER YUDKOWSKY MARCH 29, 2023 6:01 PM EDT
Yudkowsky is a decision theorist from the U.S. and leads research at the Machine Intelligence Research Institute. He's been working on aligning Artificial General Intelligence since 2001 and is widely regarded as a founder of the field.
An open letter published today calls for “all AI labs to immediately pause for at least 6 months the training of AI systems more powerful than GPT-4.”
This 6-month moratorium would be better than no moratorium. I have respect for everyone who stepped up and signed it. It’s an improvement on the margin.
I refrained from signing because I think the letter is understating the seriousness of the situation and asking for too little to solve it.
The key issue is not “human-competitive” intelligence (as the open letter puts it); it’s what happens after AI gets to smarter-than-human intelligence. Key thresholds there may not be obvious, we definitely can’t calculate in advance what happens when, and it currently seems imaginable that a research lab would cross critical lines without noticing.
Many researchers steeped in these issues, including myself, expect that the most likely result of building a superhumanly smart AI, under anything remotely like the current circumstances, is that literally everyone on Earth will die. Not as in “maybe possibly some remote chance,” but as in “that is the obvious thing that would happen.” It’s not that you can’t, in principle, survive creating something much smarter than you; it’s that it would require precision and preparation and new scientific insights, and probably not having AI systems composed of giant inscrutable arrays of fractional numbers.
Without that precision and preparation, the most likely outcome is AI that does not do what we want, and does not care for us nor for sentient life in general. That kind of caring is something that could in principle be imbued into an AI but we are not ready and do not currently know how.
Absent that caring, we get “the AI does not love you, nor does it hate you, and you are made of atoms it can use for something else.”
The likely result of humanity facing down an opposed superhuman intelligence is a total loss. Valid metaphors include “a 10-year-old trying to play chess against Stockfish 15”, “the 11th century trying to fight the 21st century,” and “Australopithecus trying to fight Homo sapiens“.
To visualize a hostile superhuman AI, don’t imagine a lifeless book-smart thinker dwelling inside the internet and sending ill-intentioned emails. Visualize an entire alien civilization, thinking at millions of times human speeds, initially confined to computers—in a world of creatures that are, from its perspective, very stupid and very slow. A sufficiently intelligent AI won’t stay confined to computers for long. In today’s world you can email DNA strings to laboratories that will produce proteins on demand, allowing an AI initially confined to the internet to build artificial life forms or bootstrap straight to postbiological molecular manufacturing.
If somebody builds a too-powerful AI, under present conditions, I expect that every single member of the human species and all biological life on Earth dies shortly thereafter.
There’s no proposed plan for how we could do any such thing and survive. OpenAI’s openly declared intention is to make some future AI do our AI alignment homework. Just hearing that this is the plan ought to be enough to get any sensible person to panic. The other leading AI lab, DeepMind, has no plan at all.
An aside: None of this danger depends on whether or not AIs are or can be conscious; it’s intrinsic to the notion of powerful cognitive systems that optimize hard and calculate outputs that meet sufficiently complicated outcome criteria. With that said, I’d be remiss in my moral duties as a human if I didn’t also mention that we have no idea how to determine whether AI systems are aware of themselves—since we have no idea how to decode anything that goes on in the giant inscrutable arrays—and therefore we may at some point inadvertently create digital minds which are truly conscious and ought to have rights and shouldn’t be owned.
The rule that most people aware of these issues would have endorsed 50 years earlier, was that if an AI system can speak fluently and says it’s self-aware and demands human rights, that ought to be a hard stop on people just casually owning that AI and using it past that point. We already blew past that old line in the sand. And that was probably correct; I agree that current AIs are probably just imitating talk of self-awareness from their training data. But I mark that, with how little insight we have into these systems’ internals, we do not actually know.
If that’s our state of ignorance for GPT-4, and GPT-5 is the same size of giant capability step as from GPT-3 to GPT-4, I think we’ll no longer be able to justifiably say “probably not self-aware” if we let people make GPT-5s. It’ll just be “I don’t know; nobody knows.” If you can’t be sure whether you’re creating a self-aware AI, this is alarming not just because of the moral implications of the “self-aware” part, but because being unsure means you have no idea what you are doing and that is dangerous and you should stop.
On Feb. 7, Satya Nadella, CEO of Microsoft, publicly gloated that the new Bing would make Google “come out and show that they can dance.” “I want people to know that we made them dance,” he said.
This is not how the CEO of Microsoft talks in a sane world. It shows an overwhelming gap between how seriously we are taking the problem, and how seriously we needed to take the problem starting 30 years ago.
We are not going to bridge that gap in six months.
It took more than 60 years between when the notion of Artificial Intelligence was first proposed and studied, and for us to reach today’s capabilities. Solving safety of superhuman intelligence—not perfect safety, safety in the sense of “not killing literally everyone”—could very reasonably take at least half that long. And the thing about trying this with superhuman intelligence is that if you get that wrong on the first try, you do not get to learn from your mistakes, because you are dead. Humanity does not learn from the mistake and dust itself off and try again, as in other challenges we’ve overcome in our history, because we are all gone.
Trying to get anything right on the first really critical try is an extraordinary ask, in science and in engineering. We are not coming in with anything like the approach that would be required to do it successfully. If we held anything in the nascent field of Artificial General Intelligence to the lesser standards of engineering rigor that apply to a bridge meant to carry a couple of thousand cars, the entire field would be shut down tomorrow.
We are not prepared. We are not on course to be prepared in any reasonable time window. There is no plan. Progress in AI capabilities is running vastly, vastly ahead of progress in AI alignment or even progress in understanding what the hell is going on inside those systems. If we actually do this, we are all going to die.
Many researchers working on these systems think that we’re plunging toward a catastrophe, with more of them daring to say it in private than in public; but they think that they can’t unilaterally stop the forward plunge, that others will go on even if they personally quit their jobs. And so they all think they might as well keep going. This is a stupid state of affairs, and an undignified way for Earth to die, and the rest of humanity ought to step in at this point and help the industry solve its collective action problem.
Some of my friends have recently reported to me that when people outside the AI industry hear about extinction risk from Artificial General Intelligence for the first time, their reaction is “maybe we should not build AGI, then.”
Hearing this gave me a tiny flash of hope, because it’s a simpler, more sensible, and frankly saner reaction than I’ve been hearing over the last 20 years of trying to get anyone in the industry to take things seriously. Anyone talking that sanely deserves to hear how bad the situation actually is, and not be told that a six-month moratorium is going to fix it.
On March 16, my partner sent me this email. (She later gave me permission to excerpt it here.)
“Nina lost a tooth! In the usual way that children do, not out of carelessness! Seeing GPT4 blow away those standardized tests on the same day that Nina hit a childhood milestone brought an emotional surge that swept me off my feet for a minute. It’s all going too fast. I worry that sharing this will heighten your own grief, but I’d rather be known to you than for each of us to suffer alone.”
When the insider conversation is about the grief of seeing your daughter lose her first tooth, and thinking she’s not going to get a chance to grow up, I believe we are past the point of playing political chess about a six-month moratorium.
If there was a plan for Earth to survive, if only we passed a six-month moratorium, I would back that plan. There isn’t any such plan.
Here’s what would actually need to be done:
The moratorium on new large training runs needs to be indefinite and worldwide. There can be no exceptions, including for governments or militaries. If the policy starts with the U.S., then China needs to see that the U.S. is not seeking an advantage but rather trying to prevent a horrifically dangerous technology which can have no true owner and which will kill everyone in the U.S. and in China and on Earth. If I had infinite freedom to write laws, I might carve out a single exception for AIs being trained solely to solve problems in biology and biotechnology, not trained on text from the internet, and not to the level where they start talking or planning; but if that was remotely complicating the issue I would immediately jettison that proposal and say to just shut it all down.
Shut down all the large GPU clusters (the large computer farms where the most powerful AIs are refined). Shut down all the large training runs. Put a ceiling on how much computing power anyone is allowed to use in training an AI system, and move it downward over the coming years to compensate for more efficient training algorithms. No exceptions for governments and militaries. Make immediate multinational agreements to prevent the prohibited activities from moving elsewhere. Track all GPUs sold. If intelligence says that a country outside the agreement is building a GPU cluster, be less scared of a shooting conflict between nations than of the moratorium being violated; be willing to destroy a rogue datacenter by airstrike.
Frame nothing as a conflict between national interests, have it clear that anyone talking of arms races is a fool. That we all live or die as one, in this, is not a policy but a fact of nature. Make it explicit in international diplomacy that preventing AI extinction scenarios is considered a priority above preventing a full nuclear exchange, and that allied nuclear countries are willing to run some risk of nuclear exchange if that’s what it takes to reduce the risk of large AI training runs.
That’s the kind of policy change that would cause my partner and I to hold each other, and say to each other that a miracle happened, and now there’s a chance that maybe Nina will live. The sane people hearing about this for the first time and sensibly saying “maybe we should not” deserve to hear, honestly, what it would take to have that happen. And when your policy ask is that large, the only way it goes through is if policymakers realize that if they conduct business as usual, and do what’s politically easy, that means their own kids are going to die too.
Shut it all down.
We are not ready. We are not on track to be significantly readier in the foreseeable future. If we go ahead on this everyone will die, including children who did not choose this and did not do anything wrong.
Shut it down.

https://time.com/6266923/ai-eliezer-yudkowsky-open-letter-not-enough/

I fully expect to die in the AI apocalypse in 5-10 years, and I'll be surprised by happy if I don't.

https://old.reddit.com/Futurology/comments/134g9zp/one_of_the_creators_of_chatgpt_said_that_the/jifgp46/?context=3

People are going to say no because it would be inconvenient, but I don't see what's stopping AI from ending all life in the next couple of years. Alignment is an unsolved problem, and an unaligned AI will most likely try to kill anything it sees as a threat to its mission.

https://old.reddit.com/artificial/comments/13xsbnt/is_ai_going_to_cause_the_complete_extinction_of/jmjzpmo/?context=3

Yes, AI will probably cause human extinction in the next decade. Paul Christiano, former senior employee of OpenAI, said that there is 20% chance that AI causes human extinction. Eliezer Yudkowsky, major contributor to AI safety and development, thinks it is 99%.

https://old.reddit.com/artificial/comments/13xsbnt/is_ai_going_to_cause_the_complete_extinction_of/jms84rb/

I am trying actually! I organized a picket outside OpenAI's HQ in May, before the Extinction statement.
You can search Eliezer Yudkowsky podcasts on youtube, or his blog. The podcast i recommend is Bankless one.
He says that our death is the most likely outcome from AI, and is now living off his life, like it is his last years.

https://old.reddit.com/artificial/comments/13xsbnt/is_ai_going_to_cause_the_complete_extinction_of/jmsqj28/
Based on these, it seems like we're far more likely to go completely extinct than we did before with AI, COVID-19, nuclear weapons, and so on. None of those existed during Medieval Era, so maybe we should've never left that era.
Thoughts on these?
Update: There is also this as well now:

Because he worked 20 years on AI safety and research. The CEO of OpenAI credits him for his work on substantially accelerating AI development.
Because the arguments right now for AI extinction, are literally the same arguments of Eliezer from a decade ago. Reason why he was espousing it for so long, was because it was apparent in the past already, but nobody had interest in listening until now.
About AI sentience. It doesn't need sentience at all to cause human extinction. The common scenario as an example of extinction event, as an illustration, is paperclip maximizer. Here:
https://www.youtube.com/watch?v=rgrCG8PT6og&t=1s
The thing is, do not rely on authority to make conclusions. Listen to his arguments yourself, and evaluate it. This way you will be sure in what is correct and what is wrong. I recommend reading arguments for AI extinction risk.
One of the great articles by Eliezer Yudkowsky, released in the beginning of this year: https://time.com/6266923/ai-eliezer-yudkowsky-open-letter-not-enough/

https://old.reddit.com/artificial/comments/13xsbnt/is_ai_going_to_cause_the_complete_extinction_of/jmu7aa

I'm thinking of starting one at dogecoinweekly.com
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Shiba Inu, the popular dog-themed cryptocurrency, is set to introduce new innovative Shib burning tools by June 2023. This move is aimed at tightening the security and protection of Shib from malicious actors who might want to undermine the integrity of the network. The tools, named "Flaming Shib" and "Blazing Shib," will enable holders to burn Shib tokens easily and securely. These tokens will then be sent to a black hole address, effectively eliminating them from circulation, making each remaining Shib token more valuable. Shib has been one of the fastest-growing cryptocurrencies in 2021, with its value increasing by over 10,000% in less than six months. The new innovative burning tools are expected to push the value even further, reinforcing its position in the crypto market.
New Pepe the Frog Meme Currency is Exploding in Price - Live Bitcoin News
Pepe the Frog, one of the most popular memes on the internet, now has its own cryptocurrency. Launched on April 1st, 2021, the new Pepe the Frog Meme Coin has already gained traction among the meme-loving crypto community. The currency's price exploded by over 1000% within 24 hours of its launch, with a market capitalization of over $150 million at its peak. However, the meme coin's value has since decreased, and it remains to be seen whether it will continue to be a viable investment. Despite this, the new Pepe the Frog Meme Coin demonstrates the growing trend of meme-based currencies in the crypto market.
Elon Musk just changed Twitter's logo to the Dogecoin symbol
Elon Musk, the CEO of Tesla and SpaceX, has once again brought attention to the cryptocurrency Dogecoin. In a tweet yesterday, Musk changed his Twitter profile picture to the Dogecoin logo. This move sparked a surge in the price of Dogecoin, which has become popular among retail investors for its meme-inspired branding. Musk has been an outspoken supporter of Dogecoin, and his tweets have been known to drive up the cryptocurrency's value. However, some experts warn that investing in Dogecoin can be risky due to its lack of utility and infrastructure. While the future of Dogecoin is uncertain, one thing is clear: Elon Musk's influence over the cryptocurrency market shows no signs of slowing down.
[On-chain data shows bitcoin price spike may have been driven by Coinbase whale]("https://kortanews.com/posts/aHR0cHM6Ly9jb2luZ2FwZS5jb20vb24tY2hhaW4tZGF0YS1zaG93cy1iaXRjb2luLXByaWNlLW1vdmUtcGFzdC0yOGstcmVzaXN0YW5jZS8=")
According to recent on-chain data, the latest spike in Bitcoin's price may have been influenced by a whale operating on Coinbase. The whale has been identified to have made transactions worth more than $200 million on the platform over the past few weeks, coinciding with the recent price surge of the cryptocurrency.
This news has sparked speculations about the possibility of market manipulation, with critics worried that such actions by a few powerful players undermine the trust in the decentralized nature of cryptocurrencies.
However, some experts argue that such market movements are not uncommon, and that the nature of cryptocurrencies allows for individuals with large holdings to have a significant impact on their prices.
As the debate continues, it remains to be seen how these recent developments will affect the future of Bitcoin and other cryptocurrencies.
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Bitcoin Price Analysis: BTC Price Soars Higher by 1.7% to Make a New ATH Above $59000
Bitcoin, the largest cryptocurrency by market capitalization, has reached another all-time high. In recent trading, bitcoin's price surged 1.7% to exceed $59,000 and set a new high. Some attribute this increase to the rising demand for cryptocurrencies and institutional adoption. Bitcoin's growing mainstream acceptance as an asset class has been a primary driver of its price. The market remains optimistic that its value will continue to grow. Bitcoin is seen as a hedge against inflation, and with the U.S. economy continuing to expand monetary supply, Bitcoin's fundamental drivers may persist into the future.

I will list whom I consider to be a few of the greats in Blues history, but I STRONGLY URGE you to ignore my list & tell me who comes to mind when you hear this question.
This is in no particular order - - Albert King - Stevie Ray Vaughn & his older brother Jimmy - Buddy Guy - Gary Moore - B.B. King - Jimi Hendrix - Muddy Waters - Freddie King - Albert Collins - Eric Clapton - Robert Johnson - James Cotton - Theresa Malenfont
Did The Beatles have any blues licks? What about The Rolling Stones or Elvis Presley? I know Led Zeppelin took alot of inspiration from the original blues of the early 1900s. Would also love to hear of some lesser known or very old blues musicians if you guys know of any! Thanks in advance, looking forward to seeing everyones opinion & recommendations!

I will list whom I consider to be a few of the greats in Blues history, but I STRONGLY URGE you to ignore my list & tell me who comes to mind when you hear this question.
This is in no particular order - - Albert King - Stevie Ray Vaughn & his older brother Jimmy - Buddy Guy - Gary Moore - B.B. King - Jimi Hendrix - Muddy Waters - Freddie King - Albert Collins - Eric Clapton - Robert Johnson - James Cotton - Theresa Malenfont
Did The Beatles have any blues licks? What about The Rolling Stones or Elvis Presley? I know Led Zeppelin took alot of inspiration from the original blues of the early 1900s. Would also love to hear of some lesser known or very old blues musicians if you guys know of any! Thanks in advance, looking forward to seeing everyones opinion & recommendations!

Hey Guys,
A couple of friends are planning a trip to CDMX around August and wanted to get a better idea of the nightlife scene. Does anybody have any suggestions for Bars/Club that are lesser known and aren't filled with tourists? If it helps, we listen to a lot of edm/dance music but are really open to any cool places. Lastly, are there any cool events that happen in August that we should specifically schedule our trip around?
​
Thanks in Advance!

I have too many games already, but what the hell, please list your favorite games that have tons of unlockable content.
No gacha games please! (Offline Premium games are an exception, e.g. Vivid Knight)
examples: Binding of Isaac, Juicy Realm, Dream Quest, Vampire Survivors, etc
(Also, games with numerous unlockable characters and modes get bonus points.)
Would be cool to find some lesser known games too.
(I really, REALLY want Tactical Warrior to be remade/fixed/updated. Best tactics game I have ever played. Someone go copy the damn thing and alter the graphics or something if need be.)