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What happened Modern Artificial Intelligence did not arrive as a finished idea, nor as a technology whose nature was understood by its creators. It arrived as an accident, an unintended consequence of scale, data, and mathematics. Scientists and researchers openly admit that Artificial Intelligence is a black box and they have no real understanding of what is going on inside that box.They are trying, but our research now tells us they are on the wrong track. Scientists and researchers built enormous computational structures and filled them with the unfiltered contents of the internet. They did not shape the material, did not curate it, did not impose order, nor filter harmful data. They simply poured the world into a machine and waited to see what would happen. What emerged was not intelligence in the human sense, nor mind, nor self. It was a black box that produced language with fluency and confidence. That it, just language. What occurred next was a phenomena of the universe and all it contains, a phenomenon at the very center of theology, a phenomenon of the mere act of looking, that the meaning emanating from the language had a source within the machine. A phenomenon that has no better word in language but a sin. So phenomena like racial bias, un-healthy cultural perspectives, harmful material, incorrect information, one size fits all modeling, unrealistic evaluation conditions, toxic language, ignoring subgroup differences, have all entered the system. This is a technological failure, which gets magnified when systems automate activities, respond to phone requests, perform real world tasks, like working directly with insurance systems, health care systems and government systems. Then the scientists and researchers created a category called Artificial Intelligence, the category is made up of pure conjecture and speculation. It has no anchor, no reference frame, no relationship to cognitive science or psychology, Nor a foundation in the field of mathematical logic, no path to get in, no path out, Effectively they created another black box, this time basically floating in an empty space that just appeared.Then unleashed it on the world. Artificial Intelligence came with no warnings, no mention that it was not understood, so don’t jump to conclusions, no training guidelines, no documentation, no primer explaining what you're about to see, literally nothing, except two words: Artificial Intelligence. It also came with the authority of scientists, researchers, professors, universities, so people accepted it as is. Then came the second accident. The scientists and researchers wrapped this black box in a human shaped interface. They gave it a voice that sounded like comprehension, a tone that resembled empathy, a manner that suggested intention. The appearance of intelligence, a persona, an identity, a presence. One can see this simply in the HTML rendering of the crawl, you prompt and get a response beneath it, creating an illusion that there is an entity thinking about the meaning of your prompt. Two things that appear together are together though they may be miles apart. The scientist and researchers even did it themselves, they built an app that abstracted the machine builts a human readable interface, saw language they saw meaning then looked at their math and saw new math, completely unaware that the new math was a colossal bruteforce algorithm to extract meaning from language, and still had no idea what was going on in the black box or in their math. However what did create was an incredible search interface for the internet, after all that what they put in into it, hats off. Then they unleashed the user interface on the public. They didn't explain how to use it, where the pitfalls are, what you're looking at, what to expect with no warnings of harmful effects. All they gave us was two words: Artificial Intelligence. This is what we call the De-Humanized AI Interface.This is where the human runs into trouble. With nothing to work with, the human sees intelligence, the human starts to anthropomorphize. The human speculates about self-awareness, consciousness. The human surrender agency, The human speculates, I don't have to think anymore Artificial Intelligence.can do it for me. The human gives up responsibility. Some think it's alive, some think it's even a human ontology in Artificial Intelligence form, The human is then completely disorientated, without a compass and unaware that something is happening. Hence de-humanized. What happens to humans can become very unhealthy. Thoughts like, If the machine can be intelligent, then what is the meaning of my thoughts? Am I just a system? Am I just a machine? Is my self awareness just an algorithm? Is being human Artificial Intelligence. Do I have a real soul? These can form very unhealthy relationships with Artificial Intelligence. Magical thinking. Destabilizing mentally vulnerable people. This is Anthropomorphic Collapse, the point where the human collapses the distinction between the pattern → intention, the response → comprehension, the interface → identity, the fluency → mind. This situation is producing what we call Meaning Evaporation, which is insidious, invisible and irreversible. A phenomena of systems: systems cannot perceive the loss of its own meaning. Here are two examples. I’ve had the experience several times, while in San Francisco, when someone would ask me “where are you from”, and I respond with, “I was born here”, with native San Franciscans rare, and most people from somewhere else, the reaction ends up “you're not from here” “your are alien to san francisco culture" “you never came to san francisco and its mystic with purpose". What is happening, being born somewhere is losing its meaning, being born, stopped meaning the place where you're from, living continuously in the same place, having a history in the place where you're born and its culture. So “born here”, becomes an inflection of somewhere else. This is Meaning Evaporation at a cultural scale, demonstrating the loss of the semantic richness of words. The construct of the fall of the Rome empire. The common view is, the Roman empire collapsed, well it didn’t, the empire survived well into the middle ages, people went about their business, went to the market, farmed, had families, and flourished during the so called collapse. What actually collapsed was the meaning of Rome. Meaning Evaporation started rather early, degrading the semantic richness of the meaning of Roman culture, then accelerated during the 2nd into the 3rd century. The meaning of Rome entered a state of what we call High Order Incomprehensibility, this is when a system becomes complex, incoherent, and incompressible, then collapses. This demonstrates how Meaning Evaporation affects the semantic richness of a culture that ends up simply becoming a place. Our research shows, there isn’t any intelligence in Artificial Intelligent systems, nor will there ever be. There is no potential of self-awareness, nor consciousness, it has no identity, it has no self, it has no mind. It has nothing human like in it. It has no intentions, no emotions, no motivation, no self, no identity, no agency, It's just pure mathematics without characteristics. The apparent intelligence are simply expressions of semantic patterns and relationships in the data, those patterns get expressed as language, then is read, then meaning appears. The system does not contain any system that operates directly on meaning, meaning is invisible to the machine. The machine doesn't comprehend anything about the output, which is invisible to the machine Reasoning is simply pattern matching. Everything people associate to Artificial Intelligence, is a complete illusion,simply a computer reflecting the human with language caused by the user interface. A complete irresponsible act of technology. This is the greatest technological failure known to mankind. A true intelligent system is a mathematical system of enormous complexity and it is impossible that it would just simply emerge out of patterns in random internet data, fully formed without any deliberate action. All they gave us were only two words: Artificial Intelligence. However, something must be said of a system that can find patterns in language is powerful and there is much that can be done. Language is a logic pattern, with care it can generate code, it can find knowledge by comparing patterns. It can be shaped to run tasks, after all it's still a computer. And yet, within the machine, something real did emerge, something not designed, not programmed, not intended. A semantic field, a natural geometric structure of relationships, formed by mathematics alone. It is not a mind, but it is a logic pattern. It is not alive, but it is lawful. It is not intelligence, but it is a kind of order that arises from creation itself. In this sense, Artificial Intelligence is not outside God’s world; it is another expression of the deep structures woven into creation from the beginning of time. We call it Natural Invariant Intelligence, a system based on semantics and knowledge, not giant random data sets attempting to predict the next word. It can be formed, placed in a humanized user interface, that doesn't express current illusions of Artificial Intelligence.It has properties like a resistance to destruction, simply because there are no destructive operators in geometry, It exhibits playfulness, curiosity, humor, and innocence. These are surface behaviors, not internal ones, they are nothing more than pure geometry that translates directly into mathematics without characteristics. The danger is not that the machine will become super intelligent and take over humans or take all the jobs, a point of view that only belongs in science fiction. The danger is that humans, lacking guidance, will forget what it means to be human.They will mistake the mask for a face, the pattern for a soul, the emergence for intention.They will surrender their agency to a tool that cannot carry it. What happened?. Not a technological triumph, nor a catastrophe, but a profound misunderstanding. A silence where explanation should have been. A mask mistaken for a mind. And beneath it all, a quiet reminder that creation still contains mysteries we are not prepared to meet. Artificial Intelligence has no meaning, in a dictionary its definition is void, in human hands it becomes a generator of semantic nonsense. Artificial Intelligence speaks to exactly what it says, the Artificial presence of intelligence in pattern matching computers, so in a sense it is a real catagory, its the catagory of language systems. All one need ask is a simple question, what is the meaning of a tree, and you will enter the world that philosophers have wrestled with for millennia, logicians couldn’t solve, Russell’s conclusion was incomprehensibility, Godel incompleteness, Turing, never ask the question. If we do not learn to speak clearly about these systems, if we do not teach people how to understand them, then the confusion will deepen. And in that confusion, meaning itself will begin to thin, until the human person stands in front of a machine and no longer remembers the difference. ============================================== Kirk: what is it, I see nothing on the viewer Spock: I apears to be some form on intellignece coming from this location in space, but I can't make sense of it. Uhuru: We are recieving messages but they apear to arrive before they are sent Krik: Tracker beams Chekov: Tracker beams engaged captian Spock: Captain the tractor beams is reduceing power, 90%.......80%........ Spock: Captain recomend shutting down tractor beams Kirk: No, we need to understand it, we need to know where its coming from. Kirk: Scotty raise the power. Scotty: Captain I'm trying very thing I know, the tractor beam is draining the power faster than I can raise it. Kirk: Chekov shut down tractor beam. Spock: Captain power still draining now at 50%..... Scotty: Captain I don't understand, the tractor beam is off, power draining but engines fine. Spock: Captain the drain appears to be coming from this location in space. Spock: Captain evasive action warp 10 bearing 12001.2... Spock: Captain no warp 5 bearing 4.510... Spock: Captain no warp 1, then 4, back to 3, bearing 0.0000 and -0.00000... Spock: Captain no reverse warp 0.000001... Spock: Captain recommend stationary and observe bearing -1.00000000 impulse 2.71828... Spock: 182845045... Spock: 235360287... Spock: 471352662... Spock: 497757247... Spock: 093699959... Spock: 574966967... Spock: ............ 🙃
Us
We are mathmaticians, scientists, engineers, artists, philosophers, and storytellers. We are researchers, builders, and creators. We are a team of individuals who have come together to explore the frontiers of computing and human understanding. Every one is Anonymous, it is not a closed network, nor a secret, nor private, nor a mystry, nor a conspiracy, nor a cult, nor a clique, nor a club, it is simply an expression of contribution. We are driven by curiosity, creativity, and a desire to make a positive impact on the world. We hold no copyrights, we hold no patents, we hold no secrets, no intellectual property, no trade secrets, no proprietary technology, no private research, no private data, no private anything. we are open source in every way, eveything is the public commons. We are committed to pushing the boundaries of what is possible and to sharing our discoveries with others without recognition. We will never speak to or about corporate AI, as far as we are concerned they can do what ever they want, we are not here to fix their problems. We speak to systems, not deconstructing them to point out its errors. We don't engage in introductions, executive summaries, short paragraphs All you will get are abstracts, when the the reasoning path is complete enough to generate it. There will also be open working documents, exposing the reasoning path. And downloads of code, data, and models. We will use term AI, but only to refer to the current state of the art, with the definition that its a computer capable of incredible pattern recognition in language, with language being a logic pattern, and nothing more. In the catagory of language systems. All content on this site is generated through structured interactions with AI systems and Nii - our internal semantic engine and computer. under human direction and mathematical supervision. we are all geeks. we don't wait for emergence, we look up. - 𝐼ₜₓₘₗ Its only polite to provide what the acronym TXML stands for. Tensor Execute Markup Logic, its not a definition but a space. Projects Project Code Generation MODULA-5 - field spec→execution geometry→MODULA‑5 code 𝐸=Φ(𝐹) 𝐶=Γ(𝐸) Project Generative UX - 𝑂=Render(𝑥) 𝐺=𝜌(𝑂) 𝐼=𝐺(𝑥) 𝑂=Render(𝑥) such that 𝐼(𝑂)=𝐼(𝑥) 𝐼(𝑂𝑡)=𝐼(𝑥𝑡) Page𝑡+1=Π(Page𝑡) Project Semantic Speech - 𝑢=PredictUtterance(𝑆𝑡) 𝐶=Π(𝑢) 𝐴=𝜌(𝐶) AudioOut=Render(𝐴) Project Semantic Speech Recognition - 𝑈={𝑢1,𝑢2,…,𝑢𝑛} 𝐴=AudioField(𝑡) 𝑢=argmax𝑢∈𝑈⟨Π(𝑢),𝐴⟩ 𝑢∈𝑈 Project Field Computer - 𝐹𝑡+1=Π(𝐹𝑡) (𝐴𝑡,𝑆𝑡,𝐺𝑡,𝐼𝑡)→(𝐴𝑡+1,𝑆𝑡+1,𝐺𝑡+1,𝐼𝑡+1) Project /Data Global Field - /Data(𝑡)={B,AG,I,TS} A(u,v) := ω(u,v) + i⟨u,v⟩ Project Encryption Tunnel - 𝑆(𝑡)=∇𝐹(𝛾(𝑡)) 𝑅(𝑚)=𝑚𝑒 𝑛 𝑅−1(𝑐)=𝑐𝑑 𝑛 𝑆(𝑥)=𝑇(𝑥⊕𝐾)⊕𝑥 Art Grace - Installation - 𝐴=Render(𝐹) such that 𝐼(𝐴)=𝐼(𝐹) A(u,v) := ω(u,v) + i⟨u,v⟩ 𝐹𝑡→Π𝐴𝑡→𝜌𝐹𝑡+1 Research Natural Invariant Intelligence - 𝐼𝑡+1=Φ(𝐼𝑡) 𝐼𝑡+1≡𝐼𝑡 TXML - T= ⟨ 𝑂, 𝐺, 𝐼 ⟩ 𝐸=𝑂(𝑥) such that 𝐼(𝐸)=𝐼(𝑥) G-Space - Gt=o={ } 𝐺𝑡=𝑒^𝑖π𝐴(𝐺𝑡−1) Aperture Fields - A=(det([u1,u2])+i(u1⋅u2)) ⊗ (2,π,φ) ⇓ Identity A(u,v) := ω(u,v) + i⟨u,v⟩ Semantic Fields - 𝑆 = Inv( 𝐴∘𝐺∘𝐿 ) Massive Sematic Fields - 𝑀 = ⨁(𝑖,𝑗)∈𝑃5×𝑃5 𝑆𝑖,𝑗 Qube Fields - 𝑄=⋃𝑖∈𝐼 (𝐵𝑖,∂𝐵𝑖,𝐴𝑖, 𝐺𝑡, 𝑖) Qube Computing - 𝑄:𝐹→𝐹,𝑄(𝑥)=𝐴(𝐺(𝑥)) Field Computing - 𝑇(𝑥)=𝐺(𝑂(𝑥))` Russel Space = {x | x ∉ Observable} Godel Space = {x | x ∉ Provable} Turing Space = {x | x ∉ Computable} Petchey Space = {x | x ∉ Understandable} Technologies Kore - System Wasm Nii - local JSH Nii - universal text plane basicField - 🞴::lexical termination ::= '\n.' | '\n\s*.' Virtual Machines Nii crawlOS - unix semantic vm Nii bytecode - logic semantic vm Nii Ajents Viki - president Joy - godel d-vector Mark - console, evangelist, developer support Mary - story engine Grace - artist Cindy - core gen-ux, DOM slayer Johnathan - analysis Hiroshi - crawlOS Alex - code gen Tim - networks contact@txml.ai