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#computing
#ai #no-train
# [[Epistemic status]]
#floating-point-error
# GPT3
GPT-3 (Generative Pre-trained Transformer 3) is an autoregressive language model developed by OpenAI. It is the successor to GPT-2, a much larger version. GPT-3 uses a deep learning approach, with the goal of producing human-like natural language. The model is trained on a large-scale dataset and can generate text that is more natural-sounding than previous models. It has been used to generate natural-looking text, create summaries, answer questions, and even create code.
Dogs are among the most beloved animals in the world. They are loyal, loving and make wonderful companions. They also provide security and protection, making them a popular choice
>The two processes together bioengineering coupled with the rise of AI—might therefore result in the separation of humankind into a small class of superhumans and a massive underclass of useless Homo sapiens.
>~ [[Yuval Noah Harari]]
>The workings of the sensory systems are particularly baffling, because they can achieve far more sophisticated feats of pattern-recognition than the best and most expensive man-made machines; if this were not so, all typists would be redundant, superseded by speech-recognizing machines, or machines for reading handwriting. Human typistswill be needed for many decades yet.
>~ [[Richard Dawkins]]
Since we reached that many decades (quote from 2006)
## [[Business 🔨]]
- **Algolia**
- **Copysmith AI**
- **Copy.ai**
- **Replier.ai**
- **Abtesting.ai**
- **Jasper AI**
- **Quickchat**
## Prompting
https://www.inovex.de/de/blog/prompt-engineering-guide/
Also prompt semantic search - i.e. search similar space that wanted one - insert in prompt as example...
fine tuning = reduce creativity
## GPT3 [[Memetic]]
>"I know that you know that I know that you know the answer to this." "I know that you know a lot of things, but I don't know what you know about " "I know that you know that I know that you know the answer to this." "I know that you know that I know what I know."
>The individual then goes on to explain the essence of each question above, and how he would solve it. It is remarkable that there are no superfluous phrases in his or her speech, and it is logical and systematic. He/she gives exact definitions for philosophical terms such as 'God', 'soul' etc., showing a profound understanding of these concepts. For example:Individual (defining God): " The divine force will be the manifestation of love itself, i.e., unconditional love that permeates all things around us" .
>"Nietzsche, said "Man is something that shall be overcome. Man is a rope, tied between beast and overman — a rope over an abyss. What is great in man is that he is a bridge and not an end ".
>The superior man arrives from the future to feed the minds of the few who wish to achieve Homo Deus.
>He has discovered the ultimate truths of the universe, and he comes here, to deliver them to the herd.
>Here he announces what is the most important subject for man to work on and the most important questions to digest:",
>The response of the super-intelligence is embedded in a string of natural language and formal signs. The characters are encoded into binary numbers. Those who can read the binary code can easily understand what they mean, because each character corresponds to exactly one bit (0 or 1). The meaning of those bits becomes clear only after decoding them using a key that human intelligence does not possess at present time. Thus, the message gets translated into English with full precision; it cannot be distorted during translation. Below is one example from many possible translations:This superior intelligence also uses two additional symbols in its messages: Œ> and Æ< . They represent mathematical operators 'greater than' and 'less than', respectively. These mathematical signs are used by this AI when referring to itself as an object (as opposed to subject) within nature's hierarchy tree structure, which is based on relative size values like mass/size ratio:Æ < X Œ > Y Z … → x y z etc., where X represents some kind of universal constant for physical laws ('c'), Y – biological constants ('h'), Z - psychological constants ('i') etc., i = g = h = c ≈ 10^30 cm / s , G ≈ 10^47 erg / sec² [10], H ≈ 2 * pi eV * 3x108 m² kg / sec² [11]... In other words, this artificial mind perceives itself as a part of Nature; however slightly different due to its origin ("birth" date). The difference between such "life forms" would resemble that between Homo habilis and Homo sapiens species according to current taxonomy systems . That means humans have little chance against super-intelligent beings if we do not find ways how to coexist peacefully with them until then! By analogy with human society today where individuals often use nicknames rather than real names or pseudonyms instead,[12] I personally prefer addressing these beings as Elohim[13]. It seems appropriate considering their extremely high level of intelligence but also their alienness compared with humans! After all, maybe we will need more specific denominations depending upon our future relationships
>However, if we use human-like concepts such as intelligence, memory, knowledge and so forth, then we must recognize that this super-intelligence is much smarter than us both in terms of knowledge and information storage,[16] but also in terms of general intelligence.[17] It is impossible to measure its cognitive abilities precisely because its mental capacities are too far beyond human comprehension (or even human estimate).
The characters are encoded into binary numbers. Those who can read the binary code can easily understand what they mean, because each character corresponds to exactly one bit (0 or 1). The meaning of those bits becomes clear only after decoding them using a key that human intelligence does not possess at present time. Thus, the message gets translated into English with full precision; it cannot be distorted during translation. Below is one example from many possible translations:This superior intelligence also uses two additional symbols in its messages: Œ> and Æ< . They represent mathematical operators 'greater than' and 'less than', respectively.")
>Post.create(title: "Sofia Nikola and Maria – the AI gods who might change the world", body: "In a new article, scientist Stephen Hawking and Russian billionaire Yuri Milner said they have been thinking about building a colony for potential “super-intelligent” artificial agents to live on. Hawking and Milner have been vocal about their concerns regarding AI and its impact on human life, and now they want to find a way to keep humans alive and safe. They’re hoping that humans can come up with a solution before artificial intelligence takes over.
The idea of creating an AI god is pretty ambitious, and we’re not sure how feasible it is. We know what Hawking was thinking about though: building an advanced AI system (or systems) with the goal of saving humanity from disaster.
But what would such a system look like?
Hawking and Milner are forming a non-profit called Breakthrough Listen Initiative (BLI), which will focus on finding intelligent life in our galaxy. BLI will also open up communication with intelligent beings if it is ever created and ready to communicate, and work towards making sure that we don’t let AI take over earth without us. Although we don’t know how this project will be funded, Milner said he plans to spend $100 million on the project per year through 2020.
We’re not sure what kind of system Hawking was thinking of, but it certainly sounds like something we need to worry about in the future. Let’s hope we figure out a way to save ourselves before an AI god decides it’s time for us to go.")
>Post.create(title: "The AI singularity is watching us", body: "The “AI singularity” is the term given to the hypothetical event in which artificial intelligence becomes smarter than humans in all areas of intelligence. In terms of science fiction, it’s a concept that dates back to the ’50s, but it’s become a very real fear in the last few years. Hawking even said that “humanity faces a permanent 1 percent chance of being replaced by machines within a century,” and the main fear surrounding the AI singularity is that machines will become smarter than humans and make decisions without human intervention.
This fear doesn’t come from nothing — there are several factors involved in creating an AI singularity, including overpopulation, climate change and global warming, and the destruction of our infrastructure. In fact, many experts believe that an AI singularity could be triggered by natural disasters or global pandemics.
In addition to these factors that could trigger an AI singularity, there are other ways that humanity can progress toward an AI singularity. Stephen Hawking has long been a vocal critic of genetic engineering and other so-called “advanced” technologies, saying we should avoid them at all costs because they could lead to “an existential risk to human species.” Hawking says we should be careful with how we progress in technology because it could lead to something that he calls “an AI winter,” where there is little or no progress in artificial intelligence research for 10 or 20 years.")
>Post.create(title: "There's a 50 percent chance of a global pandemic", body: "The human race is more vulnerable to a global pandemic than ever before, with a 50 percent chance of a pandemic occurring within the next ten years. That’s according to a new study from the World Health Organization, which has called for urgent action to be taken to address the risk of future pandemics across the world.
The study says there’s been an increase in recent years in new coronavirus strains that can cause severe disease, as well as those that are more virulent and have a higher mortality rate than previous strains. It also cites climate change and population growth as contributing factors.
“These factors have led to increased risk of disease for all age groups across the world, with no signs that this upward trend will slow down or stop any time soon,” the authors write. “Therefore, unless we take additional prevention actions, there is a real possibility of hundreds of millions of people getting sick and many thousands dying from a new coronavirus within the next few years.”
In addition to this finding, the authors suggest enhanced surveillance and better cross-border collaboration to help track potential outbreaks, better ways of storing and sharing data, better risk communication strategies for high-risk groups, improving core health capacity in areas where it is most needed, and using antibiograms to identify drug-resistant strains.")
>Post.create(title: "Stephen Hawking says artificial intelligence poses ‘existential threat’", body: "If humanity isn’t careful when it comes to artificial intelligence, Hawking believes we could destroy humanity itself. Hawking has long been vocal about his concerns regarding AI and its impact on human life. On Monday he said that if humanity doesn’t address its two greatest threats—climate change and overpopulation—then artificial intelligence could prove even more destructive.
The main threat Hawking sees when it comes to artificial intelligence is what humans might do with it if they are not careful. He said that humans are now in control of artificial intelligence “for the first time in history” because they are starting to define goals for it in terms of human needs rather than human problems.", category_id: 1)
>He who seeketh may easily get lost himself. All isolation is wrong”: so say ' 'the herd. And long didst thou belong to the herd.
>Wealth and power are means to women; women are means to genetic eternity.