What Is Near Protocol (NEAR)? AI Meets Blockchain

Last updated: October 2026

NEAR Protocol (NEAR) is a sharded proof-of-stake Layer 1 founded by two engineers who started out building AI. One of them, Illia Polosukhin, co-wrote the 2017 Google paper that introduced the Transformer architecture behind ChatGPT. NEAR’s pitch combines three things. First, a fast, cheap chain with human-readable accounts (alice.near). Second, “chain abstraction,” so one NEAR account can sign transactions on Bitcoin, Ethereum and other chains. Third, AI infrastructure built around user-owned, private models. Holders stake NEAR by delegating to validators. After the late-2025 “halving” upgrade cut maximum inflation from 5% to 2.5%, a new governance vote running until November 2, 2026 proposes trimming it further to 1.6%.

• Founders: Illia Polosukhin (Transformer co-author) and Alexander Skidanov (ex-MemSQL).
• Tech: Nightshade sharding, sub-second blocks and fast finality.
• Cross-chain: chain signatures and NEAR Intents, which handled tens of billions of dollars in cumulative swaps by October 2026.
• Staking: delegate from any NEAR wallet. Unstaking takes about four epochs (roughly two to three days), then a separate withdraw step.

History and Founders

From teaching machines to code to a blockchain

In 2017 Illia Polosukhin, then at Google Research and a co-author of “Attention Is All You Need,” and Alexander Skidanov, a former MemSQL engineer, founded NEAR.ai to build AI that could write software. They hired crowd workers worldwide to label data and ran into a payments problem: paying contributors across borders was slow and expensive. In 2018 they pivoted to build a blockchain that ordinary users and developers could actually use.

Launch and funding

NEAR’s mainnet came online in phases in 2020. Validators took over from the foundation in the autumn, and token transfers were enabled in October 2020. Backers have included a16z, Pantera and others. In 2022 NEAR raised large rounds, including a $350 million round led by Tiger Global, to fund ecosystem growth. The Switzerland-based NEAR Foundation supports the network alongside independent development teams.

Chain abstraction and the AI turn (2024–2026)

• 2024: Nightshade 2.0 introduced stateless validation, so validators don’t need to store every shard’s full state. Chain signatures launched, letting NEAR accounts control addresses on other chains through a decentralized multi-party signing network.
• 2025: NEAR Intents took off. Users state what they want, such as “swap my BTC for USDC on Solana,” and solvers compete to fill it across chains. Block times fell to roughly 600 milliseconds. In the fourth quarter, a protocol upgrade halved the maximum inflation rate from 5% to 2.5%, and House of Stake, a vote-escrowed governance system using veNEAR, launched.
• 2026: NEAR AI products, including confidential inference and private-compute offerings, moved from demos toward paid services. NEAR AI reported 1 million NEAR staked for inference on October 21. House of Stake approved HSP-027 in June to replace the 30% developer gas rebate with a burn, pending a protocol release. In October, voting opened on HSP-029, which proposes reducing inflation from 2.5% to 1.6% over 24 months. Voting closes November 2, 2026, and validator adoption is also required.

NEAR’s AI narrative attracts skeptics as well as supporters. Some reviewers note that NEAR AI’s products are young and lack a long production track record, so judge them on usage data rather than founder pedigree. For how NEAR compares with other AI-linked tokens, see our best AI crypto guide.

How Near Works

• Nightshade sharding: the network splits processing across shards that produce “chunks,” which together form each block. Capacity can grow by adding shards rather than by making every validator do more.
• Proof of stake: validators stake NEAR (their own plus delegations). Seats are allocated by stake each epoch, which lasts roughly half a day.
• Human-readable accounts: names like alice.near, with multiple access keys per account. That lets apps get limited keys without full wallet control.
• Fees: very low. 70% of transaction fees are burned and 30% go to the contract developer as a rebate. HSP-027 would change that 30% to a burn.
• Chain signatures and Intents: the building blocks of chain abstraction, letting NEAR act as an account and settlement layer across many chains.
• Aurora: an EVM environment on NEAR for Ethereum-style apps.

For a speed-focused comparison, read NEAR vs Solana.

NEAR is one of several sharded layer 1s; for another, see our explainer on what MultiversX (EGLD) is and its coordinating metachain.

NEAR Intents: A Worked Example

Intents are easier to understand with a concrete trade. Say you hold BTC on Bitcoin and want USDC on Solana:

1. In a wallet or app that integrates NEAR Intents, you sign one message stating the outcome you want: “give up this much BTC, receive at least this much USDC on Solana.”
2. Independent solvers, often market makers, see the request and quote prices. The best valid quote wins.
3. The winning solver delivers USDC to your Solana address, and settlement on NEAR releases your BTC to the solver. Chain signatures let NEAR-controlled addresses sign on Bitcoin and other chains.
4. You never bridged anything yourself, picked a DEX or held gas tokens on each chain.

That convenience is why wallets and exchanges have integrated Intents, and why cumulative volume grew into the tens of billions of dollars by October 2026. One analysis, from Bitwise, put third-quarter 2026 volume alone at about $10.4 billion. The trade-offs: you rely on solvers’ liquidity and on the security of NEAR’s multi-party signing network, so for very large trades compare quotes and understand the trust model.

Tokenomics

Most new issuance goes to validators and delegators, with a share to the protocol treasury. Net inflation is lower when fee burns are high. Staking rewards therefore fell after the 2025 cut. Treat old quotes of “5–8% APY” as outdated and check live rates in your wallet.

How to Stake NEAR Protocol Tokens

1. Get NEAR on an exchange such as Coinbase, Kraken or Binance and withdraw it on the NEAR network to your own wallet: Meteor, HERE, MyNearWallet, NEAR Mobile, or a Ledger device used through one of these.
2. Open the staking tab and browse validators. Compare commission (fee), uptime and total stake. Spreading stake across smaller reliable validators helps decentralization.
3. Stake the amount you want, keeping a little NEAR unstaked to pay gas for later actions. Confirm the transaction.
4. Rewards are added to your staked balance each epoch, automatically compounding.
5. To exit, choose “unstake.” Funds unlock after about four epochs (wallet providers cite roughly 48–65 hours). Then return and click “withdraw”. The tokens don’t move back to your balance on their own.

Prefer liquidity? Liquid-staking protocols like Meta Pool (stNEAR) and LiNEAR issue a token you can trade or use in DeFi while your NEAR stays staked. This adds smart-contract risk. Exchange staking is simplest but custodial. Our dedicated guide to staking NEAR covers each wallet in more detail.

To get tokens first, our guide to buying NEAR Protocol covers exchanges, native versus bridged NEAR and setting up named or implicit wallet accounts.

Use Cases

• Cross-chain swaps and payments through NEAR Intents, which wallets and apps integrate to offer one-click multi-chain trades.
• Private AI services: confidential inference and user-owned AI agents from NEAR AI.
• Consumer apps: named accounts and gas sponsorship help onboard users without seed-phrase friction.
• DeFi: lending, liquid staking and DEXs on NEAR and Aurora.

Pros and Cons

• Pro: a founder with genuine AI credentials and a long research culture.
• Pro: fast, cheap and easy to use, with real cross-chain volume through Intents.
• Pro: inflation cut in 2025, with a further cut and full fee burn proposed.
• Pro: liquid, simple staking with short unbonding.
• Con: the native DeFi ecosystem is smaller than Ethereum’s or Solana’s.
• Con: AI products are early, and the narrative can run ahead of usage.
• Con: pending governance changes (HSP-027, HSP-029) add uncertainty until enacted.
• Con: intense competition among Layer 1s and cross-chain protocols.

See our NEAR price prediction for scenarios, and compare networks in the crypto coin directory.

For a scenario-based look at another web-scale layer 1, see our Internet Computer ICP price prediction, which builds bear, base and bull cases without guarantees.

FAQ

How do I stake NEAR Protocol?

Move NEAR to a self-custody wallet such as Meteor, HERE or MyNearWallet, open the staking section, pick a validator with fair commission and good uptime, and stake. Rewards compound each epoch. Unstaking takes about four epochs, roughly two to three days, followed by a manual “withdraw” step. Rates vary, so check the wallet’s current estimate.

Is NEAR an AI crypto?

Partly. NEAR is a general-purpose blockchain, but its co-founder co-authored the Transformer paper and the ecosystem now ships AI products such as confidential inference and user-owned agents. Whether those become significant revenue drivers is still being tested. The chain’s largest current activity is cross-chain trading through Intents.

What is chain abstraction?

Chain abstraction means users don’t need to know which blockchain they are using. With NEAR’s chain signatures and Intents, one NEAR account can control addresses and trade assets on Bitcoin, Ethereum, Solana and other chains, while solvers handle the routing. You see a single account and balance instead of many wallets.

Is Near Protocol a good investment?

NEAR has strong technology, a credible team, real Intents volume and falling inflation. Risks include competition, an early-stage AI business and pending governance changes. It is a speculative asset, so diversify, use staking for rewards only if you understand the unbonding period, and avoid overconcentrating.

Crypto is volatile and risky; this is education, not financial advice. Do your own research.