From decentralized neural networks to autonomous agents — what works today and where new opportunities are emerging

In 2025, the boundary between artificial intelligence and blockchain has practically disappeared.

These are no longer just 'technologies of the future' — they are functioning ecosystems in which AI learns, makes decisions, creates content, and earns — without human involvement.

And those who understand this alliance gain early access to one of the most powerful waves in the history of the crypto market.

🔍 Why AI + Web3 is not a meme, but infrastructure?

Previously, AI relied on centralized servers, proprietary data, and corporations like Google or OpenAI.

Today — everything is changing:

Models are becoming decentralized: anyone can launch, train or use a neural network on the blockchain.

Data belongs to users, not platforms.

AI agents act autonomously: they trade, participate in votes, manage assets.

This is not an experiment. This is a new digital economy.

🧩 Key AI directions in Web3

1. Decentralized computing for AI

Projects that turn unused computing power into a resource for training neural networks.

🔹 Bittensor (TAO)

A network where neural networks compete to provide the best answer.

Models are retrained in real time, and participants receive rewards.

TVL has tripled in 2024-2025, integrations with Hugging Face, AWS.

🔹 Akash Network (AKT)

‘Airbnb for GPUs’ — allows renting computing power cheaper than AWS.

Actively used for launching LLM (Large Language Models).

Support from Nvidia, increase in nodes — +60% over the year.

🔹 Render (RNDR)

Rendering 3D graphics and video on a decentralized network.

Partnerships with Sony, Blackmagic, Adobe.

Used for generating NFTs, VR, games.

2. AI agents and autonomous systems

AI that acts independently in a blockchain environment.

🔹 Artificial Superintelligence Alliance (FET + AGIX)

Convergence, SingularityNET and Ocean Protocol.

The goal is to create a decentralized superintelligent AI network.

Agents are already used for:

Automating DeFi strategies

Management of NFT collections

Price predictions

🔹 Numerai (NMR)

AI-managed hedge fund built on the blockchain.

Developers from around the world send models and receive rewards in NMR.

Proof: AI can earn in finance — without managers.

3. Data-to-Earn and decentralized datasets

Data is the fuel for AI. But who controls it?

🔹 Ocean Protocol (OCEAN)

A platform for buying and selling data without intermediaries.

Data is encrypted, access is token-based.

Used in medicine, logistics, fintech.

🔹 Pollen (POL)

A new player: allows users to monetize behavioral data anonymously.

Integrations with Web3 wallets and dApps.

📈 AI and Web3: numbers that speak for themselves

The trend not only exists — it is accelerating.

The amount of funds invested in decentralized AI projects has increased by 220% over the past year. These are no longer startups — these are functioning infrastructure networks.

The number of active AI agents in blockchain networks has exceeded 1,200,000 — and they are not just observing, but trading, participating in DAOs, optimizing liquidity.

Investors and funds have invested over $1.8 billion in startups at the intersection of AI and Web3 — and this is only based on open data.

Requests to decentralized AI models (for example, through Bittensor or ) have tripled compared to last year. The demand for independent, transparent AI is real and growing.

This is not a boom. This is the birth of a new paradigm — where intelligence is open, decentralized, and accessible to everyone.

🚀 What’s next?

AI oracles that predict not only prices but also real events.

DAOs managed by AI — without moderators, votes, delays.

Personal AI agents that live in your wallet and earn for you 24/7.

This is no longer ‘if’. This is ‘when’ — and many of these systems are already operational.

💡 How to enter the trend?

Learn the basics: what is decentralized AI, why tokens are needed in the infrastructure.

Keep an eye on activity: growth in TVL, commits in GitHub, partnerships.

Start small: buy not for speculation, but to understand the ecosystem.

Participate: launch a node, pass the testnet, participate in voting.

🧠 Conclusion

AI and Web3 are no longer separate worlds. They are merging into a unified, autonomous, economically sustainable system.

Those who enter at an early stage will gain not just profit — they will become part of a new digital civilization.

This is not a pump. This is not a meme. This is the infrastructure of the future.

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