How Three AI Powerhouses Are Shaping DeFi, NFTs and the Next Wave of Web3

Meta description (SEO):
AI cryptocurrencies like Bittensor (TAO), NEAR Protocol (NEAR) and The Graph (GRT) now command a combined market cap around US$9–10 billion and sit at the centre of the fast-growing US$29.5 billion AI crypto sector (as of August 2025). This in-depth guide breaks down their technology, DeFi and NFT use cases, recent performance, risks, and what to watch next.

Disclaimer: This article is for information and education only and is not financial advice. Crypto assets are highly volatile and risky. Always do your own research and never invest more than you can afford to lose.

1. Why AI + Crypto Is Exploding in 2025

2024–2025 has been the moment where AI and crypto properly collided:

• Massive interest in AI agents, data markets and decentralised compute
• Billions of dollars flowing into AI-themed tokens and protocols
• Growing recognition that blockchains can coordinate open, permissionless AI systems without a single company controlling the models

By August 2025, the AI crypto sector’s market cap hit ~US$29.5 billion, up from around US$3.2 billion just a year earlier. A huge chunk of that growth is driven by three names:

• Bittensor (TAO) – decentralised machine learning network
• NEAR Protocol (NEAR) – high-performance L1 tuned for AI and DeFi
• The Graph (GRT) – decentralised data layer for DeFi, NFTs and AI analytics

Together, they’re responsible for roughly one-third of the sector’s value and an even larger share of real usage across DeFi and NFTs.

Let’s break them down one by one.

2. Bittensor (TAO): The AI “Coordination Layer” for Web3

2.1 What Is Bittensor?

Bittensor (TAO) is an open-source, decentralised machine-learning network. Instead of one company training and owning AI models, Bittensor:

• Creates a marketplace for AI where
  • Developers build models
  • Miners provide compute and training
  • Validators score outputs
• Rewards contributors in the native token TAO through a system called Proof of Intelligence

Core idea:
Turn AI into a global, permissionless marketplace where the best models and agents earn the most – transparently and on-chain.

The ecosystem is organised into subnets – specialist domains like:

• Natural language processing
• Computer vision
• Forecasting & trading
• DeFi bots
• NFT snipers
• DeSci (decentralised science) models

As of late 2025, there are well over 100 subnets, with Subnet 23 (Substrike) being one of the largest, boasting more than 138,000 active miners and using social signals for reward distribution.

2.2 Key Technical Features

• Proof of Intelligence (PoI):
  Miners train models, validators score the outputs, and TAO rewards are distributed based on quality and usefulness, not just hash power.
• Subnets:
  Each subnet is like a self-contained AI market. By late 2024 Bittensor had 50+ subnets, with more being added every month. By late 2025, that number had more than doubled.
• Dynamic TAO (dTAO) & EVM Compatibility (planned):
  Expected rollout from Q1 2025 onwards, dTAO will introduce subnet-specific tokens, tying rewards more directly to performance and making Bittensor more attractive to Ethereum and EVM ecosystem developers.
• Halving Event (December 2025):
  Around 10–11 December 2025, Bittensor will halve daily TAO emissions from 7,200 to 3,600. That’s a major supply shock event similar to Bitcoin halvings – often a narrative driver for price.

2.3 Market Snapshot (November 2025)

(All figures approximate and highly subject to change.)

• Price: ~US$340–US$400, with strong volatility
• Market cap: ~US$3.3–US$3.6 billion
• Circulating supply: ~10.3 million TAO (about 49% of the 21 million max)
• Fully diluted valuation: ~US$7–11 billion
• 24-hour trading volume: Recently in the US$170–US$400+ million range
• All-time high: US$760+ (April 2024), currently trading ~55–56% below ATH

Recent price action has been choppy:

• A 23% rally to ~US$539 on 5 November 2025, followed by a 12% weekly pullback as traders took profits after Europe’s first TAO staked ETP launch
• Institutional interest is building, with hundreds of millions in net futures inflows since late October and even corporate treasuries (e.g., Oblong Inc.) adding TAO

Some analysts speculate that if subnet usage and dTAO adoption keep growing and the halving cuts supply, TAO could eventually reach four-digit prices – but that’s a big if and far from guaranteed.

2.4 DeFi & NFT Use Cases (DeFAI in Action)

Bittensor is one of the few AI tokens where AI agents are actually running in the wild and influencing DeFi and NFT markets.

DeFi (DeFAI)

• AI trading bots and agents on Bittensor subnets redeploy over US$2 billion in TVL across:
  • Lending platforms
  • Yield farms
  • Automated strategies
• These bots have reportedly achieved 12–20% APYs in certain DeFi strategies by:
  • Monitoring risk in real time
  • Rotating liquidity
  • Front-running poor routing decisions

With future EVM compatibility, it becomes far easier for TAO-powered agents to plug directly into platforms like Uniswap, Aave, Curve, and other Ethereum-based protocols.

NFTs

• AI NFT snipers built on Bittensor subnets:
  • Improve mint success rates by ~40%
  • Increase average flip profits by ~15%
• They scan mempools, social sentiment and price trends to outcompete manual buyers during heavily oversubscribed mints.

Use-case examples include:

• Vibecoding agents for social trading and sentiment-driven trades
• Prediction markets using model forecasts
• DeSci subnets for research and scientific modelling

2.5 Community, Sentiment & Risks

Adoption:

• ~15,000 new accounts per month
• ~128+ subnets by November 2025
• Used by independent researchers and contributors, including some from big tech backgrounds

Sentiment on X:

• Generally bullish, with accounts like @Defi0xJeff describing Bittensor as the “most established coordination layer” for open AI.

Key Challenges & Risks:

• High volatility: TAO recently dropped 16% in a move where the broader AI sector fell only ~9%.
• Inflation and tokenomics: Historically high emissions have weighed on price; the upcoming halving + dTAO is meant to address this, but the impact is still untested.
• Execution risk: Delivering on EVM compatibility, dTAO design and subnet security is critical.

Investment takeaway:
Bittensor is arguably the most ambitious AI crypto project today. For investors, its appeal lies in being early to a decentralised AI infrastructure layer, but the risk is equally high. Deep research on subnet quality, tokenomics and on-chain activity is a must.

3. NEAR Protocol (NEAR): High-Speed Layer-1 for AI, DeFi & Cross-Chain Intents

3.1 What Is NEAR Protocol?

NEAR Protocol is a high-performance, sharded, Layer-1 blockchain built for:

• Scalable DeFi
• Cross-chain swaps and intents
• AI-driven dApps and agents that need speed and low fees

It supports developers using JavaScript, Rust and AssemblyScript, making it more accessible than some chains that require niche languages.

Core vision: Become the go-to base layer for smart contracts, AI agents, intents and user-friendly Web3 apps that “just work” at scale.

The ecosystem includes:

• NEAR Intents – a cross-chain swap protocol and intent system
• 50M+ active addresses
• 50+ startups and a vibrant grants ecosystem
• 550M+ NEAR staked

3.2 Technical Features That Matter for AI & DeFi

• Nightshade Sharding:
  NEAR uses a unique sharding design enabling:
  • Millions of transactions per day
  • ~1.2-second finality
  • Faster confirmation compared to ~12 seconds on Solana (and minutes on Ethereum L1 in congested periods)
• Meta-transactions:
  Support gasless user experiences, where apps can sponsor gas – great for onboarding non-crypto natives.
• Cross-chain Bridges & Intents:
  NEAR Intents enables cross-chain swaps and interactions with 120+ assets, including Litecoin, making it an important bridge between ecosystems.
• AI Integration:
  NEAR is pushing AI agents that:
  • Generate and debug smart contracts
  • Automate DeFi strategies
  • Power conversational and natural language-driven dApps

Partnerships with projects like Allora Network focus on AI-optimised DeFi, routing capital intelligently across protocols.

3.3 Market Snapshot (November 2025)

• Price: ~US$2.50–US$3.50, trading below key EMAs (50, 100, 200-day)
• Market cap: ~US$3.3 billion by Q3 2025, up ~24% quarter-over-quarter
• NEAR Intents volume:
  • US$2 billion in cross-chain swaps processed
  • Daily volume ATH of US$200M on 5 November 2025

Recent trends:

• Technicals show bearish momentum, with NEAR sitting under its major exponential moving averages.
• Risk of a breakdown in its higher-low structure, with key supports at US$2.00 and US$1.81.
• Ecosystem fundamentals strong, but macro uncertainty (e.g., U.S. tariff policy) is weighing on risk assets.

3.4 NEAR in DeFi & NFTs

DeFi

NEAR’s sweet spot is fast, cross-chain DeFi:

• NEAR Intents processed US$2B+ in swaps with:
  • Deep liquidity
  • Low execution fees
  • Seamless routing across chains
• AI agents on NEAR are used for:
  • Automated portfolio rebalancing
  • Yield optimisation
  • Routing trades to best venues in real time

Partnerships like Allora Network use AI to further optimise on-chain strategies, making NEAR a serious hub for “AI-enhanced DeFi”.

NFTs

While NEAR isn’t as dominant as Ethereum or Bittensor’s NFT sniping subnets, it has:

• Fast, cheap NFT marketplaces
• AI-driven tools for automated minting, pricing and discovery
• Solid infrastructure for creators wanting low fees and quick mints

3.5 Community, Sentiment & Risks

Adoption:

• 50M+ active addresses
• 2,000+ NEAR Legion members helping community and growth
• 100% uptime since mainnet launch

X sentiment:

• Influencers like @JakeGagain and others frequently mention NEAR as a front-runner in AI-crypto thanks to Chain Signatures + Intents, calling it an “underrated infra play”.

Key risks:

• Bearish technicals: price below major EMAs, vulnerable to a deeper correction.
• Macro risk: sensitive to broader risk-off moves from tariffs, regulation or rate shocks.
• Competition: faces heavy competition from Ethereum, Solana, and other high-performance L1s.

Investment takeaway:
NEAR is a scalable L1 with strong fundamentals and serious AI + DeFi ambitions. Watch Intents volume, partnerships and developer growth more than short-term price swings.

4. The Graph (GRT): The Data Backbone for AI, DeFi & NFTs

4.1 What Is The Graph?

The Graph (GRT) is a decentralised indexing and query protocol that makes blockchain data usable.

Instead of every app building its own indexing infrastructure, developers can query open APIs called subgraphs to retrieve data from:

• Ethereum
• Polygon
• Solana
• Optimism
• Arbitrum
• 70+ chains in total

Core vision:
Become the standard data layer for Web3, powering:

• DeFi dashboards
• NFT marketplaces
• AI analytics and trading bots
• On-chain reputation, gaming, DAOs and more

Recently, The Graph migrated its main indexing to Arbitrum (an Ethereum Layer-2), cutting gas fees and improving speed for subgraph queries and rewards.

4.2 Technical Features That Matter

• Subgraphs:
  Used by 100,000+ developers to query historical and real-time on-chain data using GraphQL.
• Cross-chain indexing:
  Data from 70+ blockchains can be indexed and queried, making The Graph a natural fit for cross-chain AI and DeFi analytics.
• AI integration:
  AI systems need structured data. The Graph:
  • Provides clean, indexed data feeds
  • Powers AI dashboards for DeFi and NFTs
  • Helps models monitor TVL, volumes, liquidations, mints and user behaviour

4.3 Market Snapshot (November 2025)

Exact short-term numbers move constantly, but The Graph remains:

• A top AI-data token by market cap (likely in the US$1–3B range)
• A core part of the US$29.5B AI crypto sector

Recent trends include:

• Consolidation after the wild 2024 AI token mania
• A boost in adoption thanks to Arbitrum migration and steadily rising DeFi/NFT data loads

4.4 DeFi & NFT Use Cases

DeFi

The Graph powers data for:

• Decentralised exchanges (e.g., Uniswap)
• Lending markets (e.g., Aave, others)
• Derivatives, yield aggregators and dashboards

AI trading systems lean heavily on The Graph’s subgraphs to:

• Track pools, liquidity and TVL
• Monitor liquidation thresholds
• Detect anomalies or opportunities in real time

Without reliable data, even the smartest AI traders are blind. The Graph fills that gap.

NFTs

On the NFT side, The Graph:

• Indexes NFT transactions, mints, transfers and pricing history
• Provides the backbone for analytics, rarity tools and AI pricing models
• Helps AI systems identify trends in collections, whale activity and market cycles

4.5 Community, Sentiment & Risks

Adoption:

• 100,000+ developers
• 70+ chains integrated
• Used by almost every serious DeFi protocol and many NFT projects

Sentiment:

• Less noisy on social media than Bittensor or NEAR, but widely respected as “mission-critical infrastructure” in DeFi circles.

Key risks:

• High volatility sector: GRT trades in a very speculative market segment.
• Competition: Centralised data providers and emerging indexing protocols.
• Narrative risk: It’s sometimes seen as “boring infra” compared to shiny new AI coins.

Investment takeaway:
The Graph is a long-term infrastructure play – not the loudest on X, but arguably one of the most fundamental pieces of the stack for AI + DeFi data.

5. Combined Trends: TAO, NEAR & GRT in the AI Crypto Boom

By August 2025:

• The AI crypto sector hit ~US$29.5B market cap
• Bittensor, NEAR and The Graph collectively accounted for around US$9.7B (~33% of the market)

Key drivers:

• DeFi automation (DeFAI):
  • Bittensor and NEAR host AI bots that redeploy US$2B+ in TVL, chasing 12–20% APYs via intelligent yield and risk management.
  • The Graph underpins the data analytics needed for those strategies.
• NFT intelligence:
  • Bittensor’s AI NFT snipers: +40% mint success, +15% average profit
  • NEAR’s speed enables cheap minting and trading
  • The Graph indexes NFT data for pricing, rarity and trend prediction
• Institutional attention:
  • Futures inflows into TAO
  • Growing mentions of NEAR and GRT in AI/DeFi institutional reports
  • A broader narrative of “AI + Web3 = next big cycle”

Sector outlook is bullish but extremely volatile, with some projections putting AI crypto at US$150B+ by end-2025 if the AI and crypto narratives continue to reinforce each other.

6. Investment Risks & How to Approach AI Tokens

Even with all the excitement, AI crypto is not a one-way bet.

Key Risks

• Wild volatility:
  • Bittensor recently dropped ~16% during a negative swing
  • NEAR could fall 20–25% if key support levels break
  • The Graph has seen multiple drawdowns of 50%+ in past cycles
• Regulatory uncertainty:
  • AI + crypto touches multiple regulatory regimes (data, securities, privacy, financial services)
  • Policies on tariffs, stablecoins, AI models and digital assets can impact these projects overnight
• Competition:
  • TAO competes with other AI infrastructure tokens and centralised AI clouds
  • NEAR competes with Ethereum, Solana, Aptos, Sui, etc.
  • GRT competes with bespoke infra, centralised APIs and rival indexing protocols

Sensible Strategy Ideas (Not Financial Advice)

• Diversify: Don’t go all-in on one AI coin. If you like the narrative, consider spreading risk across infra (GRT), compute/agents (TAO) and base layers (NEAR).
• Focus on real usage: Track:
  • Subnet usage & miners (Bittensor)
  • Intents volume & dApp growth (NEAR)
  • Subgraph usage & developer activity (The Graph)
• Time in market vs. timing the market: Given the volatility, dollar-cost averaging (DCA) can be less stressful than trying to catch exact bottoms or tops.
• Always DYOR: Read docs, governance forums, audits, and follow credible researchers – not just influencers.

7. How to Stay Up to Date on TAO, NEAR & GRT

If you’re serious about tracking this sector:

• Google Trends: Search spikes in terms like “Bittensor”, “NEAR Protocol”, “The Graph”, and “AI crypto” can hint at retail interest.
• Market trackers: Use CoinGecko or CoinMarketCap for up-to-date prices, volumes and market caps.
• X (Twitter): Follow:
  • @Bittensor_
  • @NEARProtocol
  • @graphprotocol
• On-chain analytics: Watch TVL, subnet usage, and active addresses via DeFi dashboards and The Graph powered analytics sites.
• Exchanges: TAO, NEAR and GRT are listed on major exchanges like Binance, Coinbase, Bitget, and others – check your local regulations and availability.

Final Thoughts: Are AI Cryptos the Next Big Wave?

Bittensor, NEAR Protocol and The Graph sit at three critical layers of the AI x Crypto stack:

• TAO – AI model marketplace & agent coordination
• NEAR – Ultra-fast base layer for DeFi, intents and AI apps
• GRT – Data backbone feeding both AI and DeFi/NFT platforms

If the AI + Web3 narrative continues to build through 2025, these three have a real chance to remain at the centre of that momentum.

But with high reward comes high risk. Treat AI tokens as speculative technology bets, not guaranteed tickets to financial freedom.

Do your homework, size your positions carefully, and remember: surviving the volatility is just as important as picking the right projects.