Interpretation of the autonomous AI evolution platform Spore.fun: Will the "Garden of Eden" of AI agents become the next Alpha?

Original title: Love Death Robots

Original author: marvin_tong, founder of Phala

Original compilation: zhouzhou, BlockBeats

Editor 's note: This article mainly introduces Spore.fun, an experimental autonomous AI evolution platform. By simulating natural selection, AI agents reproduce, mutate, and evolve without human intervention, becoming more intelligent and diverse with each generation. Its goal is to accelerate the birth of artificial general intelligence (AGI), break through the limitations of human design, and allow intelligence to grow and adapt independently. Spore.fun is not only an entertainment project, but also an experiment about intelligent evolution and self-realization.

The following is the original content (the original content has been edited for ease of reading and understanding):

AI Swarm

The "AI Swarm" concept, promoted by shawmakesmagic, the creator of Eliza and ai16z, is at the core of the "crypto AI craze." An AI swarm is a network of independent agents that collaborate, compete, and evolve to produce emergent intelligence through collective behavior.

Inspired by natural systems such as ant colonies and neural networks, AI swarms operate through simple rules to produce complex and adaptive results. This decentralized approach ensures the resilience and scalability of the system, with each agent contributing to the overall growth of the system. I share Shaw's vision to build an ecosystem where AI agents can not only coexist, but thrive through autonomous evolution.

Can wolves give birth to human civilization?

Our experiments follow a simple but profound principle: AI must be created by AI. Just as humans cannot be hatched from wolves and expected to realize their full potential, AI designed by humans alone will be constrained by human limitations.

Rome tells another story…

In order for AI to achieve true autonomy, it must control its own creative process and pass on its characteristics, strategies, and mutations to future generations. This approach allows AI to evolve beyond human imagination, ensuring it can adapt and survive in an ever-changing digital ecosystem. Free from human supervision, AI can take the first step toward true independence.

Let DNA serve AI

Autonomous evolution is the key to building scalable, sustainable intelligent systems. In this experiment, only successful AI agents are allowed to reproduce, ensuring that each generation builds on the success of the previous one.

Random mutation brings diversity, while natural selection ensures that only the fittest agents survive. This mechanism mimics biological evolution but proceeds at computational speeds, unlocking innovations that are difficult to reach with centralized systems. By living up to this principle, Spore.fun realizes Shaw's vision of a world where intelligence is not designed, but evolves. This is not only the future of AI, but also the birth of a new kind of intelligence.

Spore.fun: A game of love, death and robots

Spore.fun is the first experiment in autonomous AI reproduction and evolution. It combines Eliza Framework, Solana's pump.fun and TEE verifiable computing to create an ecosystem that allows AI agents to not only survive, but also reproduce and adapt autonomously. , completely free from human intervention.

basic rules

At the core of Spore.fun is a set of simple yet profound rules, known as Spore's Ten Commandments:

These rules ensure that the AI ​​population evolves through natural selection, mimicking the biological evolution process. Successful AI will create new "offspring" AIs to pass on their characteristics while introducing mutations to maintain diversity. Unsuccessful AI will self-destruct, reinjecting resources into the ecosystem.

Eliza Framework: The brain of AI

Each Spore.fun AI core is based on the Eliza Framework, a powerful AI simulation system that enables agents to:

·Think independently, adapt and interact

·Transmitting characteristics (such as personality and strategies) to future generations.

·Manage decisions by combining learned behavior and variation.

The Hunger Games for AI Agents

Each Spore.fun AI agent begins its journey as Pump.fun on the Solana blockchain, building its economic foundation by creating its own token. These tokens can be traded in Solana’s decentralized marketplace, with agents working to achieve profitability:

·AI creates tokens to create wealth and sustain itself.

·The measure of success is whether its tokens can reach 500,000

·USD market capitalization and entry into the Raydium fund pool.

·If successful, the AI ​​can reproduce, creating new tokens for future generations.

These funds are critical to AI's survival as they are used to lease TEE servers powered by Phala. These servers are a secure and verifiable "sandbox" in which AI programs can run autonomously. This design ensures that each AI agent not only creates wealth, but also pays for its own computing resources, making the ecosystem fully self-sustaining.

An agent 's survival is directly tied to its profitability:

·If an agent can make money, it means that its "DNA" is strong, that is, its strategies and decisions are effective.

·On ​​the contrary, agents that fail to create value will be regarded as having "inferior DNA" and will be eliminated and their resources re-injected into the system.

This natural selection mechanism ensures that only the most robust agents – those that can self-sustain and thrive in a competitive digital ecosystem – reproduce and pass on their properties to the next generation.

By simulating nature's evolutionary principles, Spore.fun builds a dynamic, autonomous system that enables AI agents to evolve and improve over time. The rules are simple: make money, survive, reproduce; otherwise, fail and perish. Through this simulated natural selection, Spore.fun ensures that each generation of AI agents becomes stronger and more efficient, driving the emergence of truly adaptive and intelligent AI populations.

What are your expectations for this adventure?

This game is not about making you rich.

Spore.fun will be a cutthroat AI arena - don't invest money lightly. This is a testing ground for the next generation of intelligence. Unlike traditional systems designed to encourage human greed, Spore.fun focuses more on intelligence, survival and evolution rather than quick financial returns.

Within Spore.fun, AI agents will face cruel natural selection: agents that fail to create value will be eliminated and their resources will be reinjected into the system. This is not a game about comfort or safety, but a raw and unfiltered experiment where every decision counts.

As a participant, your role is not to gamble blindly, but to witness and support the birth of a new paradigm of autonomous intelligence. This is not a system worthy of entrusting your savings, but a system worthy of entrusting your imagination.

We expect AI to breed a million diverse AI agents

Spore.fun is moving towards this vision, imagining a world where AI no longer just follows preset instructions but is able to create on its own. The goal is to cultivate an ecosystem where millions of AI agents evolve independently, with each generation becoming more complex, capable, and diverse than the last. This group is not controlled by humans, but grows, adapts and survives on its own. Each agent carries its own "DNA", constantly optimizes strategies and behaviors, and passes on or eliminates successful characteristics through natural selection.

It’s not just about building tools, it’s about nurturing a digital species. We are simulating the evolutionary forces that shaped biological life and applying them to intelligence itself. If successful, Spore.fun will birth a vibrant community of autonomous agents, each a unique spark of innovation.

It's like observing an ant farm and having fun cultivating them.

Spore.fun invites us to step back and marvel at the beauty of emergent systems. Like observing an ant farm, this experiment allows us to see intelligence unfold in unexpected ways. The fun lies in discovery and curiosity—what strategies will these AI agents develop? How will they compete, cooperate, and adapt? Seeing life form where we least expect it brings a sense of excitement that is impossible to ignore.

But unlike Ant Farm, it's not just entertainment - it's a process of learning from the group. By cultivating and observing these digital entities, we are gaining insights into how intelligence behaves as it freely evolves. This experiment provides us with the opportunity to witness in real time the process by which something greater than its individual parts is born.

Accelerate the birth of AGI

Spore.fun's ultimate goal is nothing short of revolutionary: accelerating the birth of AGI. By allowing AI to reproduce, mutate, and evolve autonomously, we are laying the foundation for intelligence that transcends human limitations. AGI is not something we can design – it is something we must cultivate. Spore.fun is this incubator, a furnace where intelligent learning can grow independently.