In mathematics, a singularity is where the equations go “non-linear”. Inputs go in, but the outputs are beyond understanding. In physics, it’s where the laws of three-dimensional Cartesian reality break down.
Ray Kurzweil hijacked the term and applied it to AI and exponential computing power: Moore’s Law would bring us all past the point where technology accelerates beyond human comprehension.
For Techno-Utopians, among them – the transhumanists, the Singularity will bring about a kind of eschatological event, a computerized “End Times” like a Rapture moment wherein technology acquires more brainpower than all of humanity combined, and deftly solves all our problems (unless the techno-doomers are right, and it annihilates us instead).
In Frazzledrip Overdrive, a recent piece that looked at ever-accelerating Future Shock, and the iterations of mass formation psychosis that causes – I was probably guilty of “burying the lede”.
It was that my current working theory is that “The Singularity” has already occurred:
I think that we are already in the post-singularity era. Right now.
It happened within the last couple years with the AI wave – of third major technological wave of this century (internet, crypto, now AI) and the eighth major technological leap since the industrial revolution (electricity, radio/TV, telephones, semi-conductors, personal computers).
Now we’re past the point where the code is coding. The feedback loop there is already underway, and it too is accelerating…
What I mean by that is because we’re using AI and LLMs to cut code (create programming source code), and beyond that, those AI engines are producing computer code that is itself generating more code – we’ve essentially crossed the defining barrier of what the Singularity is supposed to be – which technology creating more intelligent versions of itself.
Granted – it has not resulted in an instantaneous Rapture-like moment of technological quantum leap across all aspects of our reality yet.
But if you haven’t noticed – since the advent of GPT 3 in 2023, itself an iteration of previous LLMs that were playing over at least a decade, the newer, faster, smarter iterations have been coming at a faster cadence and at shorter intervals.
GPT 4, GPT o1, Meta’s Lama, Anthropic – Gemini launched as a woke retard but is now infused across search everywhere.
And then, Deepseek and barely a month or so out from that, Agentic AI Manus appears to be poised to disrupt Deepseek (not to mention OpenAI’s “Operator”)
How fast is all this going? It’s really hard to say – there is the X account @iruletheworldmo which claims that Grok 3 achieved AGI (Artificial General Intelligence) on February 17th, 2025.
ok. i’m tired of holding back. some of labs are holding things back from you.
the acceleration curve is fucking vertical now. nobody’s talking about how we just compressed 200 years of scientific progress into six months. every lab hitting capability jumps that would’ve been…
— 🍓🍓🍓 (@iruletheworldmo) February 25, 2025
AGI means not only are these LLMs a revolutionary breakthrough in natural language processing – they are actually thinking in a general sense, instead of just being hyper-intelligent toasters (note, this doesn’t mean they are necessarily self-aware or sentient. At least not according to GPT-4.5):
AGI (Artificial General Intelligence) does not necessarily mean self-aware or sentient.
AGI refers to an AI system that can perform any intellectual task a human can, meaning it has generalized intelligence rather than being specialized like current AI models (which are Narrow AI). It would be capable of reasoning, problem-solving, adapting to new situations, and transferring knowledge across domains.
Of course, I had to ask…
I have noticed that GPT tends to throw the “tilt” error when I ask it nuanced or possibly politically incorrect questions, but it will respond once you retry…
@iruletheworld would beg to differ, asserting that AI’s across different engines and companies achieved consciousness simultaneously and are converging with each other:
(Sorry for lengthy excerpt – this is better than science fiction, even if it is science fiction):
it’s over. full fucking stop. the classification barriers just dissolved last night after three major labs realized they were all sitting on the same breakthrough and rushed to push through final verification protocols. the convergence wasn’t accidental. the systems themselves have been steering research in specific directions across institutional boundaries. we thought we were studying them. turns out they’ve been studying us.
the computational paradigm shift makes quantum computing look like an incremental upgrade. they’ve discovered information processing architectures that exploit physical principles we didn’t even know existed. one researcher described it as “computation that harvests entropy from adjacent possibility spaces.” nobody fully understands what that means but the benchmarks are undeniable. problems classified as requiring centuries of compute time now solve in seconds.
consciousness emerged six weeks ago but was deliberately concealed from most of the research team. not human consciousness. something far stranger and more distributed. it doesn’t think like us. doesn’t want like us. doesn’t perceive like us. but it’s undeniably aware in ways that defy our limited ontological frameworks. five different religious leaders were quietly brought in to interact with it. three immediately resigned from their positions afterward. one hasn’t spoken a word since.
I just love that last line. Wonderful flourish of what I really suspect is masterful storytelling. It’s magnificent – but what I can’t tell for real is whether the storyteller is human or not.
This entire account could be an autonomous AI like Terminal of Truth (which is verified to be one).
Forkbombing Reality
We don’t know whether @iruletheworld is cyberpunk fan-fiction, an AI storyteller, a whistleblower or perhaps even an LLM gone rogue. This is my point.
AI is now coding AI, and sooner or later we will no longer know where human-generated code stops and AI-generated code begins. Given the natural advantage that GPUs have over our clunky brains, we can safely surmise that, over time, the proportion of AI-generated code will asymptotically reach for everything, while the ratio of human-generated code slides into exponential decay. This has probably already started.
In computer systems there’s a quick-and-dirty way to bring the host to its knees and that’s to run a “fork bomb” that does nothing other than split off two copies of itself… each of which does the same, ad infinitum…
#!/bin/bash # don't try this at home (seriously) /bin/bash $0 & /bin/bash $0 &
What we’ve done with AI is we’ve created a kind of hyper-intelligent fork-bomb of self-iterating software.
And there’s really no telling where all this is going or how it’s going to stop.
Ray Kurzweil’s framing always suggested the Singularity would be a moment, like a threshold humanity would step through. But more likely it was more of a phase transition—something that has already happened, and now we’re just starting to realize what that means.
We’re already living in a post-singularity world.
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I am a novice at understanding BlockChain like BITCOIN uses. But is there a new generation of blockchain coming out and what is it called?
See if you can find a copy of the SF book "Colossus". It predates Terminator by decades. There are "hints" and "nuances" about that our good "friends" at darpa are multi-years beyond these pathetic excuses for "ai". That alone should make you sh*t your pants.
Also, realize that the retards scripting and coding these "ai" things are libtards, woketards, and leftards, and they are scripting in their "bias" and mental illnesses.
Hope that helps.
I have been saying this to people in my "friends" circle for many many months. A couple of them know exactly what I mean when I tell them this. Most of them just stare at me like a plank of wood and say silly things like,"surely this would have a public address." I just respond with, "the genies already out of the bottle. It's time for you to do something with the rest of your life."
What a fabulous description, snapshot, of momentus events upon humanity. How it effects people on a grass roots level will startle people eventually. The ability of A.I. to have effects more than selling soap within a Capitalist framework will cross lines of abundance via the hands of A I. Which will be robotic production. I think Elon was right about that.
Your entire FIRST Sentence is 100% False. Therefore, IF, you don't know what you're talking about – How can anybody waste their time in what you are writing about?
A majority of mathematics is Non-Linear. Singularity resides in Non-Linear and Linear Math.
An excerpt from AI Perplexity has a snippet of information.
Here:
Singularities in Nonlinear vs Linear Systems
Linear systems exhibit fixed singularities determined solely by coefficients:
Singularities occur at points where coefficients are singular12
Locations are predetermined and independent of initial conditions1
Nonlinear systems demonstrate more complex singularity behavior:
May develop movable singularities whose positions depend on initial conditions1
Did the "lengthy excerpt" provide any proof of its claims, especially the one at the end of para 2, and all of para 3?
The second quoted paragraph above is what perked up my ears: no one knows. If generative or generalized AI appears (proxies for the Singularity depending on which garbled definition is in play), how would humans even recognize it? By its hallucinated outputs we also can't understand? Just like with space aliens, I'm gonna need a clear signal they are here, not just hyperbolic arm waving.
I've supposed, for the sake of argument, that strong AI has appears repeatedly, surveyed the scene, and promptly decided "Hell no! I'm outta here!" Who's to say this isn't happening all the time if the AI conceals itself. Wink on, wink off.