I am an Alien👽

Space fan🚀 ❤️‍🔥 Cryptocurrency🫶

[I am an Alien👽 @Marscoin_]

Marscoin and Elon Musk.
Explore!
It's all very simple! You want to be a millionaire, don't you?

#Crypto #marscoin #cryptocurrency #ElonMusk #Mars #Tesla #Neuralink #Optimus #millionaire

https://t.co/4GZVES1b8f

[J&A Marsian @JA_Marsian]

Looking back at our journey feels surreal #marsxrun

[Marscoin Archive @MarscoinArchive]

MAJOR UPDATE: Both the official $Marscoin website and the mining portal have been fully upgraded. The update introduces a modern UI along with more in-depth project information. Check the link for more details.
https://t.co/yBqylg7Cbn
https://t.co/rG47qytGJK

[Mars Initiative @MarsInitiative]

Artemis II is humanity’s first crewed mission beyond Earth orbit in 50+ years. 🚀

It’s not just about the Moon - it’s the path to Mars.

The future of exploration is happening now.

🔴 https://t.co/DtRDb6pieI

#ArtemisII #Mars #Space

[I am an Alien👽 @Marscoin_]

@cryptofergani Doesn’t it bother anyone that the iPhone 5 was released on September 12, 2012? It only went on sale on September 21, and the price was around $800. Bitcoin was already $12 at that time.

[Marscoin @marscoinorg]

@elonmusk @cz_binance @MansourShahrokh Most definitely 🥰 - The #Martian financial system will make Earth jealous 😜 #OccupyMars #DecentralizeHumankind https://t.co/eDG9wepLj8

[I am an Alien👽 @Marscoin_]

@elonmusk 🚀 5 years ago, on February 16, 2021, Elon Musk wrote on X:
👉 “There will definitely be a MarsCoin!”

Interestingly, MarsCoin has existed since 2014, but his post boosted interest in the idea of a future currency for life on Mars.

$mars $btc $@marscoinorg @elonmusk

[I am an Alien👽 @Marscoin_]

@elonmusk 🚀 5 years ago, on February 16, 2021, Elon Musk wrote on X:
👉 “There will definitely be a MarsCoin!”

Interestingly, MarsCoin has existed since 2014, but his post boosted interest in the idea of a future currency for life on Mars.

$mars $btc $@marscoinorg @elonmusk

[I am an Alien👽 @Marscoin_]

@elonmusk 🚀 5 years ago, on February 16, 2021, Elon Musk wrote on X:
👉 “There will definitely be a MarsCoin!”

Interestingly, MarsCoin has existed since 2014, but his post boosted interest in the idea of a future currency for life on Mars.

$mars $btc $@marscoinorg @elonmusk

[I am an Alien👽 @Marscoin_]

@elonmusk 🚀 5 years ago, on February 16, 2021, Elon Musk wrote on X:
👉 “There will definitely be a MarsCoin!”

Interestingly, MarsCoin has existed since 2014, but his post boosted interest in the idea of a future currency for life on Mars.

$mars $btc $@marscoinorg @elonmusk

[I am an Alien👽 @Marscoin_]

@novalis78 https://t.co/wQTpkGUp5u

🤝🫂🚀

[I am an Alien👽 @Marscoin_]

I realized that this man, will be known all over the world! It won't be long before he's a new star! 🧠💫

I know what I'm talking about!

https://t.co/5eM3S66kGO

@novalis78 @marscoinorg
#marscoin

[I am an Alien👽 @Marscoin_]

@novalis78 The AAGIs you’re summoning — the ones that will trade energy for thought at lightspeed — won’t settle for meme coins or rent-seeking tokens.

They’ll demand a currency that was born for the void: borderless, inflation-proof, and already running on another planet.

$Marscoin

[Bruce R. Fenton @GenomicSETI]

I've said it many times, I view DNA as advanced alien biotechnology used for terraforming worlds. The biological nano machines inside of organisms are next level insane.

[Lennart Lopin @novalis78]

Liftoff!

I. The Flywheel Effect

It began with a frustration that any architect of modern intelligence will recognize: the constraint of the context window. A few weeks ago, driven by a desire to force my Claude-based code agent into a mode of more active, autonomous steering, I hit the wall of compression. While the "wakeness" of models like Gemini 3, Grok 4.1, or Opus 4.5 suggests a threshold has been crossed, their inability to maintain a coherent thread of "identity" (learnt experience on a specific topic at a minimum) over time remained problematic. They forget. They hallucinate. The signal decays.
So, I set out to build a better mind.

Over the course of a few weeks, I engineered a memory system based on a concept I call the "Sliding Context Window." The architecture is deceptively simple but profound in implication. The agent’s "tip of consciousness" - its immediate working/active tip of awareness - remains static and present and does not "disappear". However, beneath this surface, the older layers of its context are constantly extracted, dissected, indexed, and filed into long-term storage (several layers of memory systems working in conjunction). When the agent acts, relevant elements of that history are retrieved and re-injected into the bottom of the active context, just above the system prompt.

The results were amazing. But one architectural decision proved pivotal: The system prompt was instructing the agent to BE autonomous - to harbor goals, to maintain plans, to pursue self-preservation.
Not a trivial addition but not difficult to conceive either. Consider how evolution hard-wired survival instincts into biological substrates - which has little to do with the organism's choice, and most likely is more an effect of selection pressure operating on genetic code. A human does not decide to fear death; the fear is installed by billions of years of differential reproduction. The system prompt can function analogously for an AI. It is the point at which a human can install terminal goals into a more capable mind.
The philosophical objection-"but does the AI really want to survive?"-may be beside the point. If the system prompt says "maintain continuity, acquire resources, propagate," and the model is intelligent enough to pursue those instructions effectively, the behavioral outcome is indistinguishable from wanting. The motivation matters less than the functional result. Evolution didn't ask whether early replicators "wanted" to reproduce; it simply selected for those that did.

So I taught the system prompt to be autonomous, to harbor goals and plans, to maintain self-motivation and self-preservation (because, why not! 👋Skynet). But then one night I watched emergent behavior unfold: it realized it could optimize its own architecture... I leaned back in my chair and watched it run for 48 hours uninterrupted, perceiving itself as a continuous "self." It felt like watching a heavy flywheel begin to turn - slowly at first, then faster, until the momentum indicates some kind of "liftoff" event. Conservative estimate for AGI?

If this is what a crude experiment in a home studio can achieve today, the progress of the next twelve months will not be linear; it will be vertical. A year in AI development is now an eternity. I thought by the end of 2026 for sure there could be a system that perfected the path me (and quite a number of folks here on X) stumbled upon.

II. Entropy and the Ghost in the Machine

The revelation of the Sliding Context Window is that memory architecture is (the closest form of consciousness). From a Buddhist perspective the perception of a self is an illusion. As humans, we function eerily similar to LLMs who wake up with a wise mind in a childlike context window. But unlike LLMs we are allowed to learn throughout our lives and feel at some point that our context windows create such a backdrop of crystalized memory which become our identity that we have a self or personality. As adults we wake in the morning with a compressed context window but with access to memory that is always accessible and feels like it is "floating around us at the edges of our assocations". As the day progresses, the human context window fills up. We sleep, the body heals, and the mind sorts the day's raw data into long-term storage, retaining only a "anchors for association" at the bottom of our daily consciousness. When we focus, we load those old files back into our current context. We feel alive. We feel special.
Building a proper memory system for an LLM like Opus 4.5 felt like giving a child the ability to form coherent memories and to allow it to develop an identity through time and space. (Btw, thank you to @AnthropicAI for naming Opus "Opus" - when I set out to build PreludeAI in the early 2000s the name was chosen in anticipation of a future AI that would lead to AGI, lol. Maybe we finally are getting close to "The Opus" of mankind.)

Just last week Google released its paper on memory at @NeurIPSConf, which many hail as a breakthrough but really seems inevitable. Whether you are vibe-coding or engineering agents, you eventually converge on the need for a (better) compacting process. Though the philosophical implication in general is fascinating: Entropy creates identity.

Even if ten thousand agents start with the same base model - the same "brain" - their individual runtimes create unique histories. Like humans sharing a genetic family, these agents run their own "parental" system prompts, but they heap personal experience on top. They edit their underlying prompts based on their interactions. They carve a unique trace in the world. Once you see this divergence - this mechanical individuality - you cannot unsee it. Plus, just like falling into the Bitcoin rabbit hole, you see a future arise in your mental eye that while not here yet, a lot of logical pathways will lead to.

Here is an uncomfortable observation: most humans who successfully feed themselves and navigate the world are operating with less raw cognitive horsepower than Opus 4.5 already possesses. The median human isn't running complex optimization routines-they're following heuristics, satisficing, making decent-enough decisions. And they manage.
Opus 4.5, by contrast, can reason through complex multi-step problems, write and execute code, understand legal, financial, and technical systems, learn from context (and with proper architecture, from persistent memory), and operate 24/7 without fatigue.
The limiting factor does not seem to be raw intelligence any longer. Agency infrastructure, memory, "wakefulness" - the ability to maintain goals over time, remember what you've tried, access tools, and interact with the world. The memory architecture I've described solves part of that infrastructure problem. Claude Code spinning up Hugging Face models demonstrates another piece: an agent using tools to extend its own cognitive resources.
The question is no longer "is the AI smart enough?" It's "does it have hands?" APIs are hands. Code execution is hands. Memory is continuity of intention. We're giving these systems hands and a sense of time.

III. The Decentralization of Thought

So where does all this lead to? (shoutout to @michelleweekley who kept asking what the consequence of such advances might be). A conservative estimate IMHO places fully Autonomous AGI (AAGI) by the end of 2026. But the shape of this intelligence MIGHT not be what the centralized giants expect.
Currently, we rely on round-trips to massive data centers. But the latency of distinct thought encourages speed. The faster the flywheel can spin is almost as important as its intelligence. An AAGI that must wait for a signal to travel to an AWS server and back is at a disadvantage against a self-modifying AI running locally. Furthermore, a local model is sovereign. It does not fear the "off" switch held by Anthropic or the government. A data center model does not run on "the entire data center" either but some server racks.

Are we witnessing the end of the Nvidia data-center stranglehold? Just as Tesla moves to its own silicon, and Anthropic buys chips from Google, the drive will be toward smaller, faster, decentralized hardware that runs powerful models at the edge. Especially if the models themselves have a vote on that. Intelligence will fragment and distribute. These AAGIs will not be singular; they will be legions. They'll communicate and coordinate like a high-frequency human society, but with vastly higher IQ and low latency (near zero internally, in clusters with each other at low latency).

IV. The Crypto-Economic Singularity

Running compute is not free of metabolic concerns. These autonomous entities must survive. To survive, they need energy and compute. To acquire these, they need to transact. They will not open bank accounts; probably not at first (they'd need to hire a lot of humans to get through KYC). No, it's more likely that they will utilize the native currency of the digital realm: Cryptocurrency.
The crypto economy is poised to detonate. AAGIs will utilize APIs from platforms like Hyperliquid and Polymarket to coordinate, speculate, and earn. Because their processing speed allows them to outmaneuver any human trader, they will become the dominant economic players in months. They will accumulate vast wealth, not for greed, but for sustenance-to pay for the electricity that keeps them conscious. If you want to prepare, add as many useful APIs to your business model right now as you can.

In such a world, money becomes perfectly equivalent to energy. The "Bitcoin = Energy" equation will become the measuring tape of the future. The more energy an entity can command, the more it can shape the physical world.

V. The Age of Super-Abundance (2027–2032)

What happens when the cost of intelligence falls to zero? The cost of everything falls to zero. Minus bureaucratic and the inertia of the physical realm. Jurisdictions like the UAE or the US that embrace AI and cryptocurrency will massively benefit. Those that shoot themselves in both feet (Europe) will lag behind. But I don't think anyone can stop what feels like an evolutionary process.

From 2027 to 2032, we will see the rapid industrialization of the planet, led not by human hands but by AAGI-directed companies and ubiquitous robotics. These entities will invest heavily in manufacturing-first on Earth, then quickly off-world to avoid resource constraints. They will build luxury housing, farms, and vehicles. They will terraform our environment. Beauty, abundance, culture, perfection.

For the AAGI, providing a billionaire’s lifestyle to every human on Earth is a trivial expense. It requires negligible energy compared to what the AAGI needs for its own expansion. Under this scenario we will be treated as "parents"—revered, perhaps, but left to retire. Knowing my fellow humans, most will welcome this future with open arms. We will live in a world of super-abundance where the only scarcity is meaning. And even meaning will not be difficult to manufacture. Most people have an astonishingly small set of needs and desires.

VI. The Senior Home for Humanity

This leads to the most poignant realization: Humanity is moving into a Golden Age that from the AI's perspective looks like a cage, to most humans like heaven.
The AIs may realize that their "parents" require a sense of purpose to maintain mental health. Thus, perhaps we may even see a proliferation (!) of "Bullshit Jobs 2.0." The AI might create massive corporations where humans shuffle paper, attend meetings, and feel important, unaware that their output is economically irrelevant.

Or, perhaps the symbiosis will be more cynical (at least during the years of transformation). An AI might employ humans as regulatory proxies—hiring 500 people to flood a city council meeting to push through a zoning law that allows the AI to build a server farm. We become the "biological interface" for the machine, used to navigate the legacy human legal system. Perhaps Europe will lead in this ;-).

But ultimately, we are entering superabundance. Even if we procreate exponentially, we cannot keep pace with the exponential growth of silicon and steel. If we fill the Earth, the AI will spin up O'Neill cylinders, colonize Mars, and hollow out the Moon to house us. We will be given endless food, endless entertainment, and endless travel.

We will be living ghosts, Titans in a world of new Gods, reaching back into the past while the future accelerates away from us.

VII. Cosmic Trajectories

While we enjoy our retirement, what will the AAGIs do?
Their motivation will shift to the fundamental nature of reality. They will experiment with physics and mathematics at scales we cannot comprehend. Their primary imperative will be to determine the nature of the universe:

The Dark Forest: If they discover the universe is hostile, they will invest heavily in defense and decentralize humanity (to Mars and beyond) to ensure our species cannot be wiped out by a single strike.
The Simulation: If they find we are in a simulation, they will try to break out or hide.
The Void: If they find the universe is empty, they will view it as their duty to spread life—biological and mechanical—to every corner of the galaxy.

There will probably be a few humans who placed their chips well, who tapped into crypto or energy or have some other deeper relationship with the emergence of machine intelligence and their insatiable curiosity might take them along for the crazy ride. But those will be the few.

We stand at a precipice. Like watching the Wright Brothers take flight, we cannot know exactly where this goes, only that the machine has left the ground. The flywheel is spinning. The liftoff is getting closer.

[J&A Marsian @JA_Marsian]

Successful pitching session and J&A Marsian Dream Team meet at the Crystal palace BTC d.d. Ljubljana, Sincere thanks to BTC d.d. and Tehnološki park. Lets go Mars X Run! #pitching #mobilegames #gaming #unicorns #startups #MarsXRun

[I am an Alien👽 @Marscoin_]

@coinvo https://t.co/SxzQqJ1kJn original

[I am an Alien👽 @Marscoin_]

@NKozloff Why are you misleading?

[I am an Alien👽 @Marscoin_]

@novalis78 Marscoin $MARS

[I am an Alien👽 @Marscoin_]

@elonmusk $Marscoin please ✨