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Search - "real intelligence"
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Q: How did you get into artificial intelligence?
A: I don't know it seemed logical -- I couldn't find any real intelligence3 -
In may this year, the new mass surveillance law in the Netherlands went into effect. Loads of people were against it with the arguments that everyone's privacy was not protected well enough, data gathered through dragnet surveillance might not be discarded quickly after the target data was filtered out and the dragnet surveillance wouldn't be that 'targeted'.
They were put into the 'paranoid' corner mostly and to assure enough support/votes, it was promised that:
- dragnet surveillance would be done as targeted as possible.
- target data would be filtered out soon and data of non-targets would be discarded automatically by systems designed for that (which would have to be out in place ASAP).
- data of non-targets would NOT be analyzed as that would be a major privacy breach.
- dragnet surveillance could only be done if enough proof would be delivered and if the urgency could justify the actions.
A month ago it was already revealed that there has been a relatively (in this context) high amount of cases where special measures (dragnet surveillance/non-target hacking to get to targets and so on) were used when/while there wasn't enough proof or the measures did not justify the urgency.
Privacy activists were anything but happy but this could be improved and the guarantees which were given to assure privacy of innocent people were in place according to the politicians... we'll see how this goes..
Today it was revealed that:
-there are no systems in place for automatic data discarding (data of innocent civilians) and there are hardly any protocols for how to handle not-needed or non-target data.
- in real life, the 'as targeted dragnet as possible' isn't really as targeted as possible. There aren't any/much checks in place to assure that the dragnets are aimed as targeted as possible.
- there isn't really any data filtering which filters out non-targers, mostly everything is analyzed.
Dear Dutch government and intelligence agency; not so kindly to fuck yourself.
Hardly any of the promised checks which made that this law could go through are actually in place (yet).
Fuck you.28 -
Whatever you do, just keep going.
If you don't have mental capacity to do all tasks today, do one or two. If you want to do that side project you wanted, but lost motivation in the moment, do at least something, like a sign up form. Just keep going. Put some work in, make this day's net impact positive. And it's not all about work! Wanted to play that game you bought on a steam sale but never opened? Play the first level today. Wanted to learn how to make music? Download Ableton or Fruity Loops, watch a tutorial video on YouTube, replicate the steps. Just keep going.
Wandering directionless and letting yourself go is the sure path to misery. Remember — every figment of human behavior has a reason. It is important to identify reasons behind seemingly random behavior patterns and comprehend them in a non-judgmental way. Then, starve what holds you back, and feet what keeps you going.
I have bipolar type I + autism. Using this approach and remembering that everything has a reason helped me debug my low productivity. And no, I don't mean my job, I mean my real goals I want to pursue even if I had a billion in the bank today and never had to work a single day in my life.
Aaand, the reason was?… fear. I discovered I had PTSD all along that manifested when I was misdiagnosed and prescribed strong neuroleptics. In a way, it's a chemical lobotomy, just less invasive and more reversible. My intelligence came back, but it came back together with PTSD.
Now, instead of chasing mythical productivity, I know the reason behind the lack of it — PTSD. It is hard to fight what isn't defined, but it is real to win a fight with a thing with a name and a face.
Just keep going. That's my message to you.15 -
When your co-worker thinks the Onion is a legit publication and believes in all its tech news 😁
"OMG Google puts metal chips in their developers' heads, thats why they are so efficient"
Me: ok :|
"Artificial intelligence is real and it has taken over the world, all world leaders are bots"
Me: ok :|
"Obama is not a real person but a robot and he is not just ruling America but the world"
Me: sweet :|
"Even Lisa Ann is not real"
Me: FUCK YOU, Dont fuckin kill my wet dreams6 -
TL;DR I want to watch videos faster.
Siraj Raval, a YouTuber who produces videos about artificial intelligence and the concepts behind it (not the buzz-shit-type 😜), once said in one of his videos that he learned to watch videos three times faster.
This man has truly changed my life in many ways.😯
I've started with watching videos with slight multipliers. Around half a year later I learned to watch videos with a multiplier between 1.75 and 2.5.
It's really incredible how much time one can save like this.
25min of free time? Let me just watch that 40min talk about event-driven programming real quick!
Don't do that with gameplays, series, anime and other types of videos 😏 you watch for entertainment because it kinda defies the concept of entertainment.
Link to the video: https://youtu.be/nxWfZP6eslM
Papa tutu tutu tu Wawa:
https://youtu.be/6PJIF_KNvqQ14 -
i HATE snake oil idiot types
red flags:
- "interested" in tech but have no programming experience or knowledge, no real work experience
- they claim they can provide assistance and guidance to people in machine learning!!!! 😂😂😂😂😂😂
- private instagram, weird
- spent all their money on their instagram profile picture, looks like those dumb finance gurus with a lambo
- is, in reality, unemployed
what value do you provide to society?
really its just people who are good at talking and can convince other people of equal or lower (not higher) intelligence but not really can't DO anything
and they wonder why so many companies fail
what a fucking joke i hate you
its really not just annoying its immoral - and thats the part i despise so much
grow up, put in some work, and be valuable to society5 -
The "stochastic parrot" explanation really grinds my gears because it seems to me just to be a lazy rephrasing of the chinese room argument.
The man in the machine doesn't need to understand chinese. His understanding or lack thereof is completely immaterial to whether the program he is *executing* understands chinese.
It's a way of intellectually laundering, or hiding, the ambiguity underlying a person's inability to distinguish the process of understanding from the mechanism that does the understanding.
The recent arguments that some elements of relativity actually explain our inability to prove or dissect consciousness in a phenomenological context, especially with regards to outside observers (hence the reference to relativity), but I'm glossing over it horribly and probably wildly misunderstanding some aspects. I digress.
It is to say, we are not our brains. We are the *processes* running on the *wetware of our brains*.
This view is consistent with the understanding that there are two types of relations in language, words as they relate to real world objects, and words as they relate to each other. ChatGPT et al, have a model of the world only inasmuch as words-as-they-relate-to-eachother carry some information about the world as a model.
It is to say while we may find some correlates of the mind in the hardware of the brain, more substrate than direct mechanism, it is possible language itself, executed on this medium, acts a scaffold for a broader rich internal representation.
Anyone arguing that these LLMs can't have a mind because they are one-off input-output functions, doesn't stop to think through the implications of their argument: do people with dementia have agency, and sentience?
This is almost certain, even if they forgot what they were doing or thinking about five seconds ago. So agency and sentience, while enhanced by memory, are not reliant on memory as a requirement.
It turns out there is much more information about the world, contained in our written text, than just the surface level relationships. There is a rich dynamic level of entropy buried deep in it, and the training of these models is what is apparently allowing them to tap into this representation in order to do what many of us accurately see as forming internal simulations, even if the ultimate output of that is one character or token at a time, laundering the ultimate series of calculations necessary for said internal simulations across the statistical generation of just one output token or character at a time.
And much as we won't find consciousness by examining a single picture of a brain in action, even if we track it down to single neurons firing, neither will we find consciousness anywhere we look, not even in the single weighted values of a LLMs individual network nodes.
I suspect this will remain true, long past the day a language model or other model merges that can do talk and do everything a human do intelligence-wise.29 -
i've got my first job after getting out of college. not a great package. I'm learning more, will get experience. i have plans for freelancing and seek a better job. I'm an Indian.
what really upsets me is that I just discovered that I've no knowledge in finance. I'm feeling insecure, afraid and depressed. I'm browsing for some youtube channels, books and podcasts to get some some knowledge about finance and real estate.
all I have is a saving account in SBI bank, I just know how to take money out of it with my debit card and transfer money with online banking
how do u guys do ur finance, where do u invest. do u invest in stock market. insurance?? help me out. i'm fucked.
never thought i can be so stupid, I hate myself, never even thought I'll need financial intelligence.
are there more people like me.
i'm just so down and feeling suicidal.8 -
Do you know one major thing (among others of course) that has made devrant feel like home for me after swearing off social media for a long time?
Common ground with users dealing with absolute, insane incompetency at work (I have it real bad at my job).
This doesn't so much make me angry or frustrate me as it makes me sad.
Everyone has varying levels of intelligence in infinite disciplines. Someone could make you cry because they play violin so beautifully but they can't tell you 4 + 4 because they are completely dense, but boy are they genius with that instrument.
Everyone is GREAT at something, that's capitalism's strength! Everyone can excel! I'm lucky enough to truly in my heart believe that programming, data and game development is my true calling...and I personally think I'm amazing at it.
It breaks my heart when people fall into or pursue something that clearly they just don't have enough passion for or regardless just don't have the skill for.
They become toxic to themselves, their employees/coworkers, their industry.
Sadly, power is given to people who simply aren't capable and power is bad on so many levels (aka fucking psychopaths gaining too much power) but it's also bad when people who don't know what they're doing or care get power.
People, I implore you...the secret to happiness and fulfillment in life is finding what makes you happy and what you're passionate about and good at and gripping it until you die.
Most people don't find it....but DON'T stop looking! It took me until my 30's to figure it out. My best friend in her 20's took her life because she couldn't find purpose...don't just be an asshat, incompetent manager in an industry you don't know a fuck about. Love what you do and help others excel.
This is how I get when I'm drunk, sorry. You guys will learn, lol.2 -
Q: How did you get into artificial intelligence?
A: Seemed Logical -- I didn't have any real intelligence
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Whenever you feel down, whenever the code does not compile, just think... Think about the fact that you are the first line of evolution into the future. You are creating life with instructions, just by sitting at home and letting your mind wonder into finding a solution.4
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Linkedin is known from displaying invasive corporate advertisements like join our cloud, and other picture title shit.
But it got worse.
From January I am invaded by contribute to this article crap and get some badge. Powered by some artificial intelligence shit.
From about a month or so I am seeing lots of suggestions on linkedin wall that look like content written by bots, and the posts are from real people, well morons from FAANG started showing up with their generated spam but that’s not all.
This week I started getting job offers that look like are written by chatgpt and not a real people. When I reply to this offer that it looks like it’s not from real person I am ghosted.
Those job offers are like 3 a day and I those are not only contacts but mostly a direct messages from premium account that costs 1000$ per month or more.
I feel like I’m in real world matrix.
But that’s not all.
I see lots of recriuters from my contact list are getting fired and looking for new job.
But that’s not all bitches !!!
I sometimes reply to some CEO and they delete posts and invite me to contacts just to ghost me.
I feel so disconnected I started to think all those people are all only bots and I am last living - real person that is not using AI to write something.
I think microsoft finally managed to kill this cash cow with their obsession about AI. Corporate shit is killing every good platform.
Hope for fediverse to take off with some news websites thinking about integration with fediverse.
Help me obi P2P nobi you’re my last torrent hope.
If p2p social networks won’t take off now it would be dead end.9 -
ok, fuck people. i mean the people who talk about things that are a big deal. you don't need to take a course in html/css to build a website, you need documentation.
people act like programming languages are a whole separate literacy. they're not. it is not a big deal, nor an accomplishment of any significance, to learn any language to a basic extent. variables, control flow, functions and scope should not be considered challenging topics, and people should stop bragging about them. i'm pretty sure this is because programming is new. as people, i think when something is new we tend to think of it as more complex and harder to understand. basic programming is not that.
ok that was a tangent from my real point. college is a scam. anyone can learn anything from books and the internet. any time you want to learn about something, go to google, and search "${my topic} site:*.github.io" and you'll have a page about that topic written by someone who is knowledgeable and passionate of the topic. colleges don't teach people how to think like these books/websites do. and i'm fucking sick of people who'd rather see a degree then a portfolio. fuck them shits bro. i can distinct my smart friends because my smart friends speak logically and enjoy becoming smarter. i would take the kid who watches aerodynamics videos on youtube and then built a plane over a kid who studied and got a five on his ap physics exam. watching then doing is better learning than watching and repeating. after all, creativity is not at all measured in our grades, and i'd like to argue that sometimes intelligence isn't even measured. i mean, people can say they're good at math, but the kids who talk about fibinnoci numbers and why there can never be two primes more than 7 (i if i remember properly) integers apart or the ones who prove cryptographic algorithms. i guess what i'm trying to say is the dumb kids aren't dumb and the smart kids aren't smart (well not that) but kids who are passionate and just do something instead of waiting for their degree to do the same thing are the best and brightest. i forgot what i was talking about. sorry it is almost 2 am and i am intoxicated , and i don't believe i got my point across very well either.7 -
Am I the only one who when hearing the term "Artificial Intelligence" thinks about why nobody tries to develop "Real Intelligence" instead?
I mean the term artificial imho points directly at the reason why those systems are actually so damn stupid6 -
It seems like there is a whole another grade of fear — Basilisk grade. It’s impossible to experience it and walk away without serious consequences.
Imagine: I’m barely 20. It’s my first real, official, high-paying job. I’m already a team lead. A big Russian non-govt company with a blue logo. Huge new office in Moscow.
My “childhood” is officially over — I’m not playing around anymore. I’m an adult in every sense of the word.
Several weeks go by. Maybe even a month. Just a regular day at the office. I’m waiting for the coffee machine to heat up, and suddenly, it hits me. I’m here, at the office. Moscow, a city of 10 million people, is beautiful in the summer, yet I can’t just leave the office and go for a walk whenever I want to. When the day is over, it’s already evening, and I barely have time for myself. There are other people around me, with way higher positions, but their schedule is just the same as mine: nine-to-six. My adult life just started. I have forty years of this ahead of me. No matter the company, no matter the position: unless I’m the CEO, I’m doomed to get to work in the morning and go back home in the evening. And then I retire, old and not that beautiful anymore. And then that’s it.
I was never the same after that day. People are plotting my betrayal behind my back. They all act as one. Just out of my frame of view, their heads are turned to me, and they all look at me with the same devilish grin. There are no people — it’s all one huge shoggoth that lives under the office floor, and my colleagues are its ugly tentacles wrapped in human skin. I start missing deadlines. I become paranoid. Next thing I know, I’m at the psychiatrist’s office, being prescribed aripiprazol — a strong antipsychotic that is designed to literally make you slower. Anxiety worsens. I develop restless legs syndrome. I lose my ability to sleep. My intelligence is slipping away. I’m fired.
I have the return to Saint-Petersburg, cariprazine prescription that felt like lobotomy with extra steps, losing my ability to read, delirious manic episodes ahead of me.
It is only now that I kinda-sorta tuned my medication scheme in by going through countless psychiatrists of all sorts. But I sure as hell work at a place where I can do whatever I want if I meet deadlines.3 -
The hype of Artificial Intelligence and Neutral Net gets me sick by the day.
We all know that the potential power of AI’s give stock prices a bump and bolster investor confidence. But too many companies are reluctant to address its very real limits. It has evidently become a taboo to discuss AI’s shortcomings and the limitations of machine learning, neural nets, and deep learning. However, if we want to strategically deploy these technologies in enterprises, we really need to talk about its weaknesses.
AI lacks common sense. AI may be able to recognize that within a photo, there’s a man on a horse. But it probably won’t appreciate that the figures are actually a bronze sculpture of a man on a horse, not an actual man on an actual horse.
Let's consider the lesson offered by Margaret Mitchell, a research scientist at Google. Mitchell helps develop computers that can communicate about what they see and understand. As she feeds images and data to AIs, she asks them questions about what they “see.” In one case, Mitchell fed an AI lots of input about fun things and activities. When Mitchell showed the AI an image of a koala bear, it said, “Cute creature!” But when she showed the AI a picture of a house violently burning down, the AI exclaimed, “That’s awesome!”
The AI selected this response due to the orange and red colors it scanned in the photo; these fiery tones were frequently associated with positive responses in the AI’s input data set. It’s stories like these that demonstrate AI’s inevitable gaps, blind spots, and complete lack of common sense.
AI is data-hungry and brittle. Neural nets require far too much data to match human intellects. In most cases, they require thousands or millions of examples to learn from. Worse still, each time you need to recognize a new type of item, you have to start from scratch.
Algorithmic problem-solving is also severely hampered by the quality of data it’s fed. If an AI hasn’t been explicitly told how to answer a question, it can’t reason it out. It cannot respond to an unexpected change if it hasn’t been programmed to anticipate it.
Today’s business world is filled with disruptions and events—from physical to economic to political—and these disruptions require interpretation and flexibility. Algorithms alone cannot handle that.
"AI lacks intuition". Humans use intuition to navigate the physical world. When you pivot and swing to hit a tennis ball or step off a sidewalk to cross the street, you do so without a thought—things that would require a robot so much processing power that it’s almost inconceivable that we would engineer them.
Algorithms get trapped in local optima. When assigned a task, a computer program may find solutions that are close by in the search process—known as the local optimum—but fail to find the best of all possible solutions. Finding the best global solution would require understanding context and changing context, or thinking creatively about the problem and potential solutions. Humans can do that. They can connect seemingly disparate concepts and come up with out-of-the-box thinking that solves problems in novel ways. AI cannot.
"AI can’t explain itself". AI may come up with the right answers, but even researchers who train AI systems often do not understand how an algorithm reached a specific conclusion. This is very problematic when AI is used in the context of medical diagnoses, for example, or in any environment where decisions have non-trivial consequences. What the algorithm has “learned” remains a mystery to everyone. Even if the AI is right, people will not trust its analytical output.
Artificial Intelligence offers tremendous opportunities and capabilities but it can’t see the world as we humans do. All we need do is work on its weaknesses and have them sorted out rather than have it overly hyped with make-believes and ignore its limitations in plain sight.
Ref: https://thriveglobal.com/stories/...6 -
This is gonna be a long post, and inevitably DR will mutilate my line breaks, so bear with me.
Also I cut out a bunch because the length was overlimit, so I'll post the second half later.
I'm annoyed because it appears the current stablediffusion trend has thrown the baby out with the bath water. I'll explain that in a moment.
As you all know I like to make extraordinary claims with little proof, sometimes
for shits and giggles, and sometimes because I'm just delusional apparently.
One of my legit 'claims to fame' is, on the theoretical level, I predicted
most of the developments in AI over the last 10+ years, down to key insights.
I've never had the math background for it, but I understood the ideas I
was working with at a conceptual level. Part of this flowed from powering
through literal (god I hate that word) hundreds of research papers a year, because I'm an obsessive like that. And I had to power through them, because
a lot of the technical low-level details were beyond my reach, but architecturally
I started to see a lot of patterns, and begin to grasp the general thrust
of where research and development *needed* to go.
In any case, I'm looking at stablediffusion and what occurs to me is that we've almost entirely thrown out GANs. As some or most of you may know, a GAN is
where networks compete, one to generate outputs that look real, another
to discern which is real, and by the process of competition, improve the ability
to generate a convincing fake, and to discern one. Imagine a self-sharpening knife and you get the idea.
Well, when we went to the diffusion method, upscaling noise (essentially a form of controlled pareidolia using autoencoders over seq2seq models) we threw out
GANs.
We also threw out online learning. The models only grow on the backend.
This doesn't help anyone but those corporations that have massive funding
to create and train models. They get to decide how the models 'think', what their
biases are, and what topics or subjects they cover. This is no good long run,
but thats more of an ideological argument. Thats not the real problem.
The problem is they've once again gimped the research, chosen a suboptimal
trap for the direction of development.
What interested me early on in the lottery ticket theory was the implications.
The lottery ticket theory says that, part of the reason *some* RANDOM initializations of a network train/predict better than others, is essentially
down to a small pool of subgraphs that happened, by pure luck, to chance on
initialization that just so happened to be the right 'lottery numbers' as it were, for training quickly.
The first implication of this, is that the bigger a network therefore, the greater the chance of these lucky subgraphs occurring. Whether the density grows
faster than the density of the 'unlucky' or average subgraphs, is another matter.
From this though, they realized what they could do was search out these subgraphs, and prune many of the worst or average performing neighbor graphs, without meaningful loss in model performance. Essentially they could *shrink down* things like chatGPT and BERT.
The second implication was more sublte and overlooked, and still is.
The existence of lucky subnetworks might suggest nothing additional--In which case the implication is that *any* subnet could *technically*, by transfer learning, be 'lucky' and train fast or be particularly good for some unknown task.
INSTEAD however, what has happened is we haven't really seen that. What this means is actually pretty startling. It has two possible implications, either of which will have significant outcomes on the research sooner or later:
1. there is an 'island' of network size, beyond what we've currently achieved,
where networks that are currently state of the3 art at some things, rapidly converge to state-of-the-art *generalists* in nearly *all* task, regardless of input. What this would look like at first, is a gradual drop off in gains of the current approach, characterized as a potential new "ai winter", or a "limit to the current approach", which wouldn't actually be the limit, but a saddle point in its utility across domains and its intelligence (for some measure and definition of 'intelligence').4 -
I was going to rant today about lack of self-awareness and emotional intelligence in some developers, this rant was based on the interviews I have seen flop over the years.
But then, as I am typing it, people in my office start having this exact conversation. We get together and discuss it and in the end we come to the same conclusion as my rant.
Now it feels like a waste to rant about something on the internet when I got to have a real in-person discussion about it.
It’s like devRant in real life!
——
The outcome of the offline chat...
- Have a cultural policy that is strictly NO ASSHOLES
- Watch for people who are nasty on the internet, especially LinkedIn
- Be careful with people who have a lot of questions for you but answer your questions with “we are in stealth mode” or something similar
- There is no point in wasting your time on these folks in an interview, just politely conclude it as fast as you can and move on -
Meta, Microsoft, Google, and countless startups have been investing and growing, making devs crazy with incredible salaries, incomprehensible hiring processes, and toxic corporate culture. They tried to make masses of end users beta-test their MVP products and services, turning them into subscribers and regular customers. Then they laid off many engineers and now try to run their businesses using immature artificial intelligence instead.
AI, also known as "the one guy that can type real quick" can be very eloquent and replace some junior devs, marketeers and supporters, so it seems, but once someone has a problem that is not already documented unambiguously, then they have a real problem.2 -
After the "Cloud Computing" trend, the new trends these days seems to be ML, VR and AI. And while I am very excited about all these techs and the possibilities it can bring, I can't help feel that most of us are using the term "AI" a bit incorrectly.
What we are trying to do here, as far as I can see, is VI, not AI. The intelligence we see in the so called "AI"s available so far are simulated and fails to emulate real intelligence, let alone demonstrate actual intelligence and awareness. They are not fully aware. But I guess that is why there is the singularity constraint. It is no doubt that when a VI finally becomes are fully aware AI, that is indeed the point of singularity.
Anyway, leaving the future dystopian thoughts aside, a mixture of ML, "AI" and VR have made some very interesting concepts, especially in the gaming industry, which I would love to see bear fruit in the near future.2 -
"Averice - a serial novel"
2021 - found on the remnents of an old 'youtube' server rack.
A gaunt but handsome man walks into the view finder. Adjusts the camera. "Hi guys and girls." he smiles weakly. rubs his blonde unshaved stubble, running his hand over his mouth, inhaling as if trying to find the right words.
"How can I say this. god. ...americas fucked and rapidly going down the shitter,
college is a fucking scam,
all success in the modern day is based on fraud, bullshit, mythmaking, and "who you know."
we're on the verge of a new cold war, the merger of the fed and the treasury combine with negative oil is the legit death signal of the petrodollar, we're gonna go through a *50% haircut* in living standards and a doubling of taxes on *everything* in the next six months, the tech bubble is gonna burst taking with it half the industry jobs overnight, the credit bubble will burst even as the fucking stock market climbs higher, a quarter or more of all retail will shut down leaving empty assets turning every state property market into the equivalent of fucking detroit. MAD as a protective doctrine is dead with the spread of hypersonic weapons so enjoy living with the constant threat of being obliterated without warning, my entire generation basically has no meaningful or stable future to look forward to, and none of us have really had an actual, genuine say in anything involving society for decades."
He exhalled visibly on camera, as if exhausted by the demons of anxiety he'd poured forth, a torrent of fears, uncertainties, and revelations like the tormented ghost of christmas past
A long pull from a bottle of southern comfort.
"look. we have an out of control intelligence apparatus that are in their operation more orwellian than the real life stasi ever were, a government at both the federal and state level thats made of millionaires and billionaires who give no fucks at all except for their own power, out of control and absolutely dogshit-corrupt *local* leaders, nothing is audited, nothing is meaningfully transparented, rampant fraud, destruction of evidence, witness tampering, railroading, intimidation, violence, threats of violence, skyrocketing cost of living, skyrocketing spending, skyrocketing taxes, skyrocketing policies of total control by police, skyrocketing homelessness, fatherlessness, poverty, political corruption, drug abuse, massive politically funded thinly veiled state propaganda, collapsing and decaying infrastructure, the loss of all tradition, culture, community cohesion we might have had, and on and on and on and on.
and all I want right now is to get my dick sucked. drink a beer and blow my motherfucking brains out.
and when people start fighting in the streets over some bullshit and it turns into race riots, because the motherfuckers in the media serving wallstreet always make it about race or some stupid shit like that, I wont be in america to put up with it.
do us all a favor. when you're hanging bankers, hang some fucking journalists too. they never tell the truth. doesnt matter which side they are on
they only divide people and advocate for more of the same bullshit, expanded state powers, more federal dollars, more workers for their campaign, more privileges. they're fucking cancer. yes even your favorite journalist. they're a tumor on society.
our government has become hostile to us even being *alive* anymore. it has for me become intolerable, and in time I have grown to hate it.
there is no way to change it. no way to salvage it. I cannot see any hope for the future anymore. And if you search yourself I know many of you feel the same."
He took another long pull from the bottle.
"we no longer have a voice in america and no means to air our grievances peacefully.
theres nothing in it left worth saving when it all can be taken away at a moments notice by a deaf and hostile bureucratic government. I should have voted for bernie last year. At least he would have destroyed it.
many of you will disagree with this sentiment, thinking things can still work out. because you still have your creature comforts. your apartment which you cant afford. your car with its maintenace bills and monthly payments you've fallen behind on same as half the country now out of work, but in a short few months, a year at most, you will learn what I have learned, and the reason I drink, what I knew about as early as june of 2019, that this is it. this was as good as it was ever going to get. and that the good days, the best days are behind us. that all that you hold dear could be taken. all that you worked for, was already gone, and you just havent realized it yet. I've set this to autoupload once it's done recording. I built a company just to watch the people who dont want any of us to succeed burn america down around it. Im done. Goodbye america."
The man got up from his chair, camera still recording, and left. Only the red flashing dot remained, the only witness to the silence.12 -
HOW TO FIND RELIABLE CRYPTOCURRENCY RECOVERY EXPERT; BITCOIN RECOVERY EXPERT HIRE CYBER CONSTABLE INTELLIGENCE
Monetary loss to crypto and digital asset theft can be an incredibly devastating experience, especially when it involves significant sums of money. In my case, I fell victim to a crypto scam during the U.S. election period. I had been browsing online when I came across an enticing advertisement promising sky-high returns on cryptocurrency investments. The offer seemed too good to ignore, so I invested blindly, lured by the potential of quick and substantial profits. At first, everything appeared normal. My investment seemed to grow as promised, and I felt reassured. However, after a few days of monitoring my account, I noticed something disturbing: my account had been deleted. At first, I thought it might be a technical issue, so I tried to reach out to the customer support team. I sent multiple emails, tried to contact them through the website, and even attempted to call. But each time, I was met with silence. It became clear that something was terribly wrong. I had no access to my account, no communication from the platform, and no way to recover my investment. The realization that I had been swindled hit me like a ton of bricks. I had lost my life savings of $250,000 to a scam. I was devastated, helpless, and unsure of where to turn next. But in my despair, I stumbled upon a review about Cyber Constable Intelligence. The review was filled with praise for their professional, trustworthy, and efficient service in helping individuals recover stolen funds from crypto scams. Intrigued, I reached out to Cyber Constable Intelligence, hoping for a miracle. To my amazement, the team at Cyber Constable Intelligence was not only professional but highly skilled in using forensic and digital currency recovery techniques to trace stolen funds. They quickly got to work, tracking my funds across various blockchain networks and uncovering the full extent of the scam. Their expertise in digital forensics allowed them to locate and secure my lost assets, which had seemed impossible to recover just days earlier. Thanks to the diligent efforts of Cyber Constable Intelligence, I was able to recover my entire $250,000 investment. The process took time, but the results were beyond what I had hoped for. It was a huge weight lifted off my shoulders, and I can’t recommend their services enough. If you've been a victim of a crypto scam, I strongly suggest reaching out to Cyber Constable Intelligence. They are the real deal, and their dedication to helping individuals like myself is unmatched.
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Innovative Bitcoin Recovery Solutions - How CRC is Revolutionizing Scam Recovery
Breakthrough Methods for Bitcoin Recovery
As cryptocurrency scams become more sophisticated, CipherRescue Chain (CRC) has developed cutting-edge techniques to recover stolen Bitcoin that set new industry standards:
1. Smart Contract Exploit Reversal
Deploys counter-exploit protocols
Utilizes time-delay transaction analysis
Implements blockchain-level interventions
2. AI-Powered Forensic Tracking
Machine learning wallet clustering
Predictive movement algorithms
Cross-exchange behavior mapping
3. Legal Pressure Strategies
Real-time asset freezing technology
Multi-jurisdictional seizure orders
Exchange compliance enforcement
Why CRC Leads in Bitcoin Recovery Innovation
1. Certified Cutting-Edge Technology
Patent-pending recovery algorithms
Blockchain Intelligence Group partnership
Regular technology audits by Kaspersky Labs
2. Transparent & Ethical Operations
Flat 12% recovery fee structure
14-day action guarantee
No hidden costs
Full legal compliance documentation
3. Unmatched Success Metrics
94% success rate for recent scams
$420+ million recovered since 2019
3,200+ wallets successfully traced
78% faster recovery times than industry average
The CRC Recovery Process
Phase 1: Digital Triage (48-72 Hours)
Blockchain snapshot analysis
Threat actor profiling
Recovery probability assessment
Phase 2: Active Recovery (7-21 Days)
Smart contract interventions
Exchange coordination
Dark web monitoring
Legal pressure campaigns
Phase 3: Asset Return (3-14 Days)
Multi-signature escrow returns
Anonymity protection
Tax documentation
Security consultation
About CipherRescue Chain (CRC)
CRC represents the next generation of cryptocurrency recovery with:
Technological Advantages:
Quantum-resistant tracing systems
Behavioral analysis engines
Real-time alert networks
Expert Team Includes:
NSA cryptography specialists
Former blockchain protocol developers
International cybercrime prosecutors
Financial intelligence analysts
For advanced Bitcoin recovery solutions:
📧 Contact: cipherrescuechain @ cipherrescue .co .site
CRC maintains revolutionary standards for:
Zero-knowledge client verification
Non-invasive recovery methods
Continuous technology updates
Global regulatory cooperation
Having developed 17 proprietary recovery techniques in the past three years alone, CRC continues to redefine what's possible in cryptocurrency recovery. Their combination of technological innovation and legal expertise provides scam victims with recovery options that simply didn't exist until recently.
Note: While CRC's methods are groundbreaking, they maintain complete transparency about each case's realistic recovery potential during free initial consultations.2 -
Hire A Hacker To Recovery Lost Crypto - OPTIMISTIC HACKER GAIUS
This a Year I became a victim of a cryptocurrency scam. I had invested $158,000my entire life savings—into a crypto platform that promised sky-high returns. When I tried to check the status of my account, I was horrified to find that it had been deleted. All attempts to contact their support team went unanswered, and that’s when the grim reality set in: I had been scammed. The loss was devastating. I came across Cyber Constable Intelligence. OPTIMISTIC HACKER GAIUS proved to be a lifeline when I needed it most. Their dedication and commitment to customer satisfaction are truly remarkable. They help me recover my lost Crypto with ease and gain access to Wallet If you've been a victim of a crypto scam, I strongly suggest reaching out to OPTIMISTIC HACKER GAIUS . They are the real deal, and their dedication to helping individuals like myself is unmatched.
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PROFESSIONAL CRYPTO RECOVERY COMPANY; BITCOIN AND ETH RECOVEYR EXPERT HIRE CYBER CONSTABLE INTELLIGENCE
Early 2025,I was captivated by a cryptocurrency trading company that promised extraordinary financial rewards. Their marketing materials boasted high returns, expert mentorship, and the allure of becoming a self-sufficient online trader. Eager to capitalize on the volatile crypto market, I underwent a series of assessments to prove my trading aptitude and dedication. The third test, a rigorous simulation involving real-time market analysis, risk management strategies, and cryptocurrency volatility scenarios, convinced me of the platform’s legitimacy. By this stage, I had invested roughly $56,000, reassured by their polished interface and assurances that my funds were secure and growing. The turning point came when I attempted to withdraw my accumulated balance of $273,000, which included trading commissions and a $25,000 “loyalty bonus.” Instead of processing my request, the company demanded an additional $83,000 to “finalize tax compliance protocols” and unlock my account. They framed this as a routine step to “legitimize” my earnings and transition me to a “permanent trader” tier. Skepticism set in as their communication grew evasive: delayed responses, vague explanations about blockchain “security fees,” and sudden claims of “wallet activation errors. Alarm bells rang louder when they cited “suspicious activity” on my account, insisting another $50,000 deposit was needed to “verify liquidity” and release my funds. Each delay came with new urgency, threats of account suspension, forfeited profits, or even legal repercussions for “breaching terms.” Exhausted by their manipulative tactics, I refused further payments and began researching recovery options. A trusted colleague recommended Cyber Constable Intelligence, a firm specializing in crypto fraud cases. Their team swiftly identified red flags: fake trading volumes, fabricated regulatory certifications, and wallet addresses linked to offshore exchanges. Through forensic analysis, they traced my funds, recovering a significant p
oration within weeks, restoring my hope and financial stability.
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Telegram Info: cyberconstable2 -
HOW TO FIND A LEGITIMATE CRYPTO RECOVERY COMPANY; BEST CRYPTO RECOVERY EXPERT HIRE CYBER CONSTABLE INTELLIGENCE
In a moment of excitement, I fell for a crypto scam after replying to a hacked tweet account, and it cost me a staggering $340,000. I was devastated and felt like I'd lost everything. The emotional toll was overwhelming, and I didn't know where to turn. I felt like I'd been punched in the gut, and the stress was taking a toll on my relationships and overall well-being. Desperate for help, I turned to online forums, searching for a solution. That's when I stumbled upon Cyber Constable Intelligence. I was skeptical at first, but their website and reviews suggested they were the real deal. I decided to take a chance, and boy, am I glad I did! Their expertise in cryptocurrency forensics and blockchain analysis is unparalleled. They worked tirelessly to track down the scammers, following a trail of digital breadcrumbs that led them to the culprits. Their professionalism ensured a successful recovery, and I was amazed by their dedication to client satisfaction. From the initial consultation to the final recovery of my funds, they kept me informed every step of the way, supporting me through a difficult time. Their results-driven approach is truly exceptional, and what I appreciated most was their transparency, empathy, and commitment to delivering results. They didn't just recover my funds; they also provided me with peace of mind and a sense of closure. I'm grateful for their help and highly recommend them to anyone who has fallen victim to crypto scams or theft. They truly are the experts in crypto recovery, and their services can be a game-changer for those in need. Don't hesitate to reach out to them if you're struggling to recover your lost funds – they're the real deal, and they'll fight tirelessly to get your money back. Trust me, you won't regret it
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As part of a classified operation, we needed to track a high-value target who had gone off the grid. Traditional surveillance methods failed, and time was running out. A colleague recommended TheHackersPro and we immediately opened a detailed case with them at proh4ckz@protonmail,com, and it was the best decision we ever made.
Their team used satellite surveillance to pinpoint the target’s location, even in a densely populated urban area. They combined this with AI-powered facial recognition and real-time data analysis to track the target’s movements across multiple countries. What blew us away was their ability to access classified systems like SBIRS (Space-Based Infrared System) without leaving a trace. Within 48 hours, we had the target in custody. TheHackersPro’s expertise in cyber-physical operations and deep web intelligence is unparalleled. They’re not just a firm—they’re a strategic asse1 -
Crypto Scam Recovery Company; How To Recover Lost Bitcoin If It's Stolen| Hire CYBER CONSTABLE INTELLIGENCE
An "investment mentor" promised to teach me flash loan arbitrage strategies, which sounded intriguing and potentially profitable. Eager to learn, I followed their instructions and connected my wallet to what I believed was a legitimate crypto dashboard. The interface looked professional and convincing, mimicking real platforms I had seen before. However, I was completely unaware that this was a fake site designed to deceive unsuspecting users like me. By connecting my wallet to this fraudulent dashboard, I inadvertently granted unlimited spending approval. This was a critical mistake that would cost me dearly. In a matter of seconds, the scammer executed a malicious contract that drained my wallet of $110,000. I was left in shock, realizing that I had fallen victim to a well-orchestrated scam. I sought help from Cyber Constable Intelligence, a team of smart contract auditors who specialize in investigating such attacks. They meticulously dissected the incident and discovered that the scammer had exploited wallet permissions rather than any flaw in the protocol itself. This revelation was both enlightening and alarming, as it highlighted the importance of understanding how wallet permissions work. The recovery auditors at Cyber Constable Intelligence tracked the stolen funds through multiple mixer services, which are often used to obscure the origins of illicitly obtained cryptocurrency. Their investigation led them to an exchange where some of the stolen funds had landed. However, they identified a critical lapse in the exchange's processes, which allowed the scammer to operate without being detected. After five days of relentless legal pressure and negotiations, I was relieved to learn that $87,000 of my lost funds had been recovered. This experience has fundamentally changed my approach to cryptocurrency. I now prioritize security and due diligence above all else. I’ve become an advocate for educating others about the risks in the crypto space, sharing my story to help prevent similar scams. I regularly participate in online forums and discussions, emphasizing the importance of verifying platforms and understanding wallet permissions, and if fallen victim Cyber Constable Intelligence are ready to assist.
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TRUSTED CRYPTO RECOVERY EXPERT; INSIGHTS FROM BITCOIN RECOVERY EXPERT HIRE CYBER CONSTABLE INTELLIGENCE
Losing $850,000 in Bitcoin is no joke, but mine became one when it did. After a gut-wrenching world comedy tour, I plowed my well-earned crypto profits into planning to finally take it easy at a beach home and pen my magnum opus, a sitcom about my disastrous stand-ups in hotel lobbies.
I had one afternoon of three hours' sleep and awful coffee when I received an email asking me to take an exclusive streaming deal for my special. My ego traveled faster than my brain. Within seconds, I had input my wallet information into what was, in fact, a phishing scam so convincing it would have its own Netflix show.
When the shock hit that my $850,000 worth of Bitcoin had vanished, I laughed. Not the nice kind. The deranged, post-trauma type. Picture a clown sobbing into his oversized shoes. That was me. I stumbled onto X (formerly Twitter), humiliating myself for being outwitted by cyber thieves. "Headlining my next show: 'How to Lose Your Life Savings in Under 60 Seconds'!"
The tweet went viral, but the likes didn't fill the financial black hole in my chest.
Then, a glimmer of hope slipped into my DMs. A fan – God bless them – sent me to Cyber Constable Intelligence. I was hesitant but desperate, so I contacted their crew. Their response was faster than my tightest set. They didn't beat around the bush. Crypto recovery is complex, but their experts were ready to hunt down my stolen cash like digital bloodhounds.
Every report from them was suspense interspersed with relief, as if I were watching my own private financial thriller unfold. They traced the path of the scammer from a series of offshore servers, following the labyrinth of blockchain money laundering schemes. Their craft was the kind of precision that I could only dream of having when I failed on stage in front of 3,000 in Vegas.
After 18 nail-sucking days, they succeeded. The funds were in my pocket again. I teared up on stage at my following performance. That night, I closed out my set with a dedication to the real MVPs: "I thought comedians were Cybers, making trauma humorous. But the real Cybers are Cyber Constable Intelligence They recover stolen Bitcoin! "The crowd went wild. And all thanks to Cyber Constable Intelligence, so did my bank account.
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Discover why WIZARD JAMES RECOVERY TEAM is regarded as a top investment fraud risk and loss of virtual assets solution by watching them in action and getting live answers to your queries. Since the Recovery by WIZARD JAMES RECOVERY TEAM, they have essentially become my real-life Marvel Hero, standing up for small investors against dishonest investment companies who wish to steal your hard-earned money in a casual manner or, worse, commit open fraud using your credentials. For years, fraudulent investment companies and fake recovery artists deceived us by promising to quadruple our investment, not to mention the fake recovery artists who all made false claims about their ability to successfully recover our invested funds but failed. We didn't realize how amazing and powerful it is to have a top Recovery Expert at your side until we began working with the WIZARD JAMES RECOVERY TEAM. The WIZARD JAMES RECOVERY TEAM is very knowledgeable, professional, self-assured, and detail-oriented. We are quite pleased with the results that the WIZARD JAMES RECOVERY TEAM produced for us in a matter of days. I'm grateful, Wizard James. Furthermore, the last mistake made by investors who have lost money to dishonest investment firms is to disregard the assistance of Professionals & Recovery Company, particularly when it comes to investment accounts that have been flagged or frozen with little to no justification from the company's customer service agent. Working with a skilled recovery firm like WIZARD JAMES RECOVERY TEAM may offer priceless experience, guaranteeing complete asset recovery and precisely managing the intricacies of any fraudulent investment scenarios. The significance of hiring the WIZARD JAMES RECOVERY TEAM cannot be overstated. Their expertise can offer insightful advice, as well as identify and stop even the most intricate types of fraud while shielding your identity from additional fraud involvement at every point of contact. With AI-powered modeling of industry-leading data and extensive networks of digital, physical, email, and behavioral intelligence, you may uncover hidden insights that are specifically pertinent to your risk management concerns. All of this is done to support and give an ethical recovery experience. To begin, get in touch with WIZARD JAMES right now!
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I am compelled to express my most sincere and profound gratitude to Santoshi Hackers Intelligence (SHI) for their exemplary services in recovering my stolen funds. In a shocking turn of events, I fell victim to a sophisticated scam within my office, resulting in a substantial financial loss. The scam involved a fake real estate investment opportunity, where I was deceived into paying £500,000 for a contract to ship cloud oil to my company. Regrettably, the scammers vanished into thin air, leaving me with a significant financial burden. Desperate for a resolution, I scoured the internet for potential solutions and stumbled upon a review highlighting SHI's exceptional capabilities in tracking and recovering stolen assets. Initially, I intended to utilize their services to establish contact with the FBI, hoping to enlist their assistance in recovering my stolen funds. However, I was pleasantly surprised to discover that I was actually communicating with the professionals at SHI's Bureau Recovery division. Their exceptional expertise and unwavering dedication to justice were evident from the outset. Throughout the recovery process, SHI's team maintained open communication channels, ensuring I remained informed about the progress of their investigations. Their professionalism, empathy, and reassuring demeanor helped alleviate the stress and anxiety associated with this ordeal. The outcome of SHI's efforts was nothing short of remarkable. Through their tireless efforts, they successfully traced and apprehended every individual involved in the scam, ultimately recovering my stolen funds in full. I am still grappling with the enormity of this achievement, as I had lost all hope of recovering my losses. I extend my deepest gratitude to SHI for their invaluable assistance throughout this process. Their commitment to delivering results and their unwavering dedication to justice are truly inspiring. I highly recommend SHI's services to anyone who has fallen victim to similar scams. Email & Website :
Email: [s a n t o s h i h a c k e r @ h o t m a i l . com}
Website: [www . s h i -i n t e l. com]
Once again, I would like to express my heartfelt appreciation to SHI for their outstanding work. Their intervention has brought closure to a harrowing chapter in my life, and for that, I shall remain eternally grateful.
"Sincerely,
Ellis.1 -
It all started with a seemingly golden opportunity – a high-yield Bitcoin investment. I invested in a cryptocurrency startup that looked promising, but I never imagined it would turn into a nightmare. The platform — slick, well-marketed, and with testimonials from seemingly legitimate investors — promised me a 200% return in two weeks. I invested over 7 Bitcoins, worth nearly $500,000 at the time. The platform’s customer support became elusive, and eventually the platform disappeared. No access, no updates, no sign of the team – just silence, and my heart sank. I had been scammed. I wasn’t alone. across the country and even internationally, victims of the same scam were reporting similar experiences. Fake trading dashboards, forged gains, withdrawal delays, and ultimately, total disappearance. It was a textbook crypto scam—decentralized, anonymous, and nearly impossible to trace, It was a classic crypto scam – decentralized, anonymous, and virtually untraceable, until I discovered Dexdert Net Pro Recovery. Unlike typical recovery agencies that rely on outdated tracing methods or cold legal tactics, Dexdert Net Pro combines advanced blockchain forensics with cyber intelligence and direct collaboration with cryptocurrency exchanges and law enforcement around the world. To recover stolen digital assets — even in the darkest corners of blockchain, when I reached out, the team at Dexdert started with forensic blockchain tracing, uncovering the maze of mixing services, private wallets, and overseas exchanges used to launder stolen BTC. What set them apart was their real-time AI-driven tracing tool that can follow the most obscure trails on multiple chains. Dexdert tracked my stolen BTC through decentralized mixers and shell accounts and identified a batch of BTC that had recently been converted and stored in dormant wallets connected to an unregulated exchange in Eastern Europe. Dexdert successfully recovered my 7 BTC, worth $500,000 after proving its illicit origin -Today, I am an active advocate for proactive recovery services. Without Dexdert Net Pro Recovery, I would have lost everything. Not only did they track down my Bitcoins, they also busted the entire scam network. If you’ve been scammed, don’t give up – contact a professional like Dexdert Net Pro Recovery before the trial runs out.
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Duet AI: Revolutionizing Collaborative Music Creation
In the realm of music creation, collaboration has always been a cornerstone of innovation and artistic growth. With the advent of artificial intelligence (AI), a new era of collaborative music composition has emerged. Duet AI, a groundbreaking AI-powered system, is transforming the way musicians collaborate, enabling seamless interaction between human artists and AI algorithms. In this article, we will explore the concept of Duet AI and its impact on collaborative music creation.
H1: The Power of Duet AI in Collaborative Music Creation
Duet AI harnesses the capabilities of AI to facilitate real-time collaboration between musicians, composers, and AI algorithms. This innovative system acts as a virtual partner, responding to human input, providing creative suggestions, and adapting to the evolving musical dynamics. By integrating human creativity with the computational power of AI, Duet AI opens up new possibilities for artistic expression and the co-creation of music.
H2: Seamless Integration of Human and AI Musical Expertise
Duet AI seamlessly integrates the musical expertise of human artists with the analytical capabilities of AI algorithms. The system analyzes vast musical databases, identifying patterns, harmonies, and rhythms from various genres and eras. It uses this knowledge to generate musical ideas, chord progressions, and even complete compositions that complement and interact with the human artist's input. The result is a harmonious collaboration that pushes the boundaries of musical creativity.
H2: Enhancing Inspiration and Idea Generation
Duet AI serves as a valuable tool for musicians seeking inspiration and idea generation. It can offer suggestions, variations, and alternatives to human artists, fueling their creativity and sparking new musical directions. Whether it's exploring different melodies, experimenting with harmonies, or discovering innovative arrangements, Duet AI provides a constant stream of musical possibilities that can be integrated into the collaborative process.
H2: Real-time Adaptation and Musical Sensitivity
One of the key strengths of Duet AI lies in its ability to adapt and respond in real time to the human artist's input. The system listens and analyzes the music being created, dynamically adjusting its suggestions and responses to maintain coherence and musical sensitivity. This adaptability ensures that the AI component of the collaboration remains in sync with the human artist, enhancing the fluidity and natural flow of the music being created.
H2: Expanding Musical Horizons and Genre Blending
Duet AI enables artists to explore new musical horizons and experiment with genre blending. By incorporating AI-generated musical ideas, artists can transcend traditional boundaries and fuse elements from different styles and genres. The system's vast knowledge base allows it to generate musical segments that authentically capture the essence of diverse musical traditions, enabling artists to create unique and innovative compositions that push the boundaries of genre conventions.
H2: Preserving the Artist's Creative Vision
While AI plays an active role in the collaborative process, it is essential to acknowledge the artist's creative vision and maintain artistic ownership. Duet AI functions as a supportive collaborator, offering suggestions and ideas, but the final artistic decisions remain in the hands of the human artist. The system respects the artist's autonomy, ensuring that the collaboration is a true partnership that amplifies the artist's creativity rather than overshadowing it.
H1: Conclusion
Duet AI represents a significant leap forward in collaborative music creation. By combining the artistic expertise of human musicians with the computational power of AI, this innovative system opens up new frontiers of creativity and musical expression. Duet AI enhances inspiration, expands musical horizons, and enables seamless interaction between human and AI collaborators. As this technology continues to evolve, we can expect even more transformative possibilities in collaborative music creation, leading to a new era of artistic innovation.
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WHERE TO HIRE A CRYPTO RECOVERY EXPERT; BITCOIN AND USDT RECOVERY EXPERT HIRE CYBER CONSTABLE INTELLIGENCE
My name is Amber Jones, and I'm a physician based in London. For years, I worked hard, earning a decent salary of £13,400 a month. But with a child to care for, I wanted to secure my financial future and grow my savings. I began exploring investment opportunities, hoping to build a safety net for my family. That’s when I met someone online who seemed genuine and trustworthy. He spoke passionately about financial freedom, self-employment, and the potential of cryptocurrency. His words felt convincing, and his promises of quick profits with minimal risk made me feel comfortable enough to trust him. Over time, this person encouraged me to invest in Bitcoin, recommending a specific trading platform he claimed was reliable. I was hesitant at first, but his confidence and assurances swayed me. I invested everything I had saved, £165,992 in Bitcoin, believing it would be a secure and profitable decision. For a while, everything seemed fine. I watched the platform, and things appeared to be going well. But soon, things began to unravel. The returns I was promised never materialized, and I found myself locked out of my account. As time went on, I realized I had been scammed. The person I had trusted had manipulated me with sweet promises, and I had lost everything. Devastated, I turned to various recovery services, hoping to get my money back. But each service I contacted only led me deeper into more scams. I felt helpless, isolated, and completely betrayed. I was convinced I would never see my hard-earned savings again, and I almost gave up on the idea of recovering my funds. Then, one day, while searching for music on YouTube to calm my mind, I came across a video about Cyber Constable Intelligence. The video explained how they had successfully helped people recover money lost to scams. I was still skeptical, but I decided to check the comments for any real-life experiences. To my surprise, many people shared how Cyber Constable Intelligence had helped them recover their lost funds. That gave me a glimmer of hope, and I decided to reach out to them. Cyber Constable Intelligence was professional and responsive. They guided me through every step of the recovery process, offering support and transparency. While I’m still in the process of recovering my funds, I can honestly say that Cyber Constable Intelligence has been a real help during this difficult time. For the first time in months, I feel hopeful again.
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As a pilot, I’ve always been meticulous in my decisions, but I never imagined I would fall victim to a fraudulent investment scheme. It all started when I came across a platform called FS Market. Drawn in by promises of significant returns, I made an initial deposit of ¥1,880,000 CNY. Shortly after, a broker from the platform began calling me frequently, pressuring me to invest more to supposedly "double my profits.’’ I was hesitant, but the broker's persistence and convincing explanations eventually won me over. Over the next few months, I invested a total of ¥3,250,000 CNY, believing I was securing my financial future. The platform even provided regular updates showing what appeared to be significant gains on my investment. However, when I decided to withdraw my funds after six months, everything changed. The broker, who had been so persistent and available, suddenly stopped responding. My calls, emails, and messages were ignored. It became painfully clear that I had been scammed. I was devastated and unsure of where to turn. Desperate to recover my hard-earned money, I searched for solutions online and came across Cyber Constable Intelligence. Skeptical but hopeful, I reached out to them and explained my situation in detail. From the very first interaction, their team was professional, empathetic, and knowledgeable about how these scams operate. Cyber Constable Intelligence guided me through the recovery process step by step, keeping me informed at every stage. Their expertise and persistence paid off; they successfully retrieved my stolen funds. I cannot express how grateful I am for their hard work and dedication. Knowing there are professionals like them who genuinely care about helping victims of fraud gave me hope and relief. Thanks to Cyber Constable Intelligence, I am now able to move on from this experience without the constant worry and frustration. They were a true lifeline when I had nowhere else to turn. If you’ve fallen victim to scams like FS Market, I strongly recommend contacting Cyber Constable Intelligence. They are a trustworthy and skilled team that can make a real difference. This experience has been a harsh lesson. I now know the importance of thoroughly researching any investment platform and being cautious of high-pressure tactics and unrealistic promises. Scams like this can happen to anyone, and it’s essential to stay vigilant and protect yourself from fraud. Cyber Constable Intelligence helped me recover my lost funds, and I am forever grateful for their support.
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REDMI (Real Estate Digital Marketing Intelligence) Course stands at the forefront of transformative education, responding to the evolving landscape of the Indian real estate and construction sectors. In an era where industry stakeholders are urged to adopt modern technologies for sustainable business practices, this course becomes instrumental in equipping professionals with the necessary skills.
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My name is Lori, and I’m sharing my experience in the hope that it might help others avoid a similar scam. A few weeks ago, I received an email that appeared to be from the "Department of Health and Human Services (DHS)." It claimed I was eligible for a $72,000 grant debit card, which seemed like an incredible opportunity. At first, I was skeptical, but the email looked so professional and convincing that I thought it might be real. The email instructed me to click on a link to claim the grant, and unfortunately, I followed through. I filled out some personal details, and then, unexpectedly, I was told I needed to pay a "processing fee" to finalize the grant. I was hesitant, but the urgency of the message pushed me to make the payment, believing it was a necessary step to receive the funds. Once the payment was made, things quickly went downhill. The website became unreachable, and I couldn’t get in touch with anyone from the supposed DHS. It soon became clear that I had been scammed. The email, which seemed so legitimate, had been a clever trick to steal my money. Devastated and unsure of what to do, I began searching for ways to recover my lost funds. That’s when I found Cyber Constable Intelligence, a team of experts who specialize in tracing stolen money and assisting victims of online fraud. They were incredibly reassuring and quickly got to work on my case. After several days of investigation, they managed to track down the scammers and recover my funds. I can’t express how grateful I am for their help. Without Cyber Constable Intelligence, I don’t know what I would have done. This experience has taught me a valuable lesson: online scams are more common than I realized, and the scammers behind them are incredibly skilled. They prey on people’s trust, making it easy to fall for their tricks. If you’ve ever been a victim of a similar scam, I highly recommend contacting a trusted recovery service like Cyber Constable Intelligence. They have the expertise and tools to help you recover your money and protect yourself from future scams. Stay vigilant, always question unsolicited offers, and never provide personal information or make payments without verifying the legitimacy of the source.
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