NEAR Protocol is a sharded proof-of-stake Layer-1 blockchain founded by transformer paper co-author Illia Polosukhin, now pivoting toward an AI agent economy built on chain abstraction and cross-chain intents.
Sunday Deep Dive: NEAR Protocol (NEAR) — The AI Agent Chain
The Layer-1 founded by a co-author of the "Attention Is All You Need" paper is betting its next decade on autonomous AI agents.
Key Takeaways
- NEAR Protocol is a sharded proof-of-stake Layer-1 blockchain, founded by Illia Polosukhin — a co-author of the 2017 "Attention Is All You Need" paper that made modern AI models possible.
- Its 2026 roadmap pivots hard toward the AI agent economy: a privacy-preserving inference cloud, an open-source agent runtime, and a cross-chain settlement layer called NEAR Intents.
- A "Halving Upgrade" in late 2025 cut maximum annual inflation from 5% to about 2.4% and fully unlocked token supply — but the way it was pushed through split the community.
- Institutional rails are forming: the Bitwise NEAR ETF (ticker NRR) listed on NYSE Arca in September 2026, and Grayscale filed to convert its NEAR Trust into a spot ETF.
- The core tension: genuine engineering pedigree versus weak on-chain usage and a bruising governance fight.
What Is It?
NEAR Protocol is a proof-of-stake Layer-1 blockchain built to scale through sharding while keeping the developer experience friendly — think of it as an Ethereum alternative that decided ease of use was a feature, not an afterthought.
The NEAR Protocol (https://near.org) mainnet launched in April 2020, from a project started in 2017. Its signature technology is Nightshade, a sharding design that splits network state and processing across parallel shards. Instead of every validator processing every transaction, shards divide the workload. In 2025 the network scaled from six to nine shards — roughly a 50% throughput increase — and the team has run public tests claiming up to one million transactions per second. Finality lands in about 1.2 seconds, and fees cost well under a cent.
Two design choices set it apart from day one. First, account abstraction is native: wallets use human-readable names like "alice.near" instead of 40-character hex addresses, and contracts can pay fees on a user's behalf. Second, the chain was engineered for composability across its shards, not just raw speed.
But the story has shifted. Where NEAR was once pitched as an "Ethereum killer," its 2026 roadmap reframes the chain around three pillars: AI integration, decentralized trading, and chain abstraction. The bet is that the next wave of blockchain users won't be humans at all — they'll be autonomous agents that need identities, wallets, and a way to pay each other.
The Engine Room
NEAR's founding team carries AI pedigree that almost no other blockchain can claim: its co-founder literally helped invent the transformer architecture.
Illia Polosukhin is one of eight co-authors of "Attention Is All You Need," the 2017 Google paper that introduced the transformer and, by extension, made ChatGPT and every modern large language model possible. Before NEAR, he worked at Google Research on TensorFlow and distributed training systems. His co-founder, Alexander Skidanov, is a former competitive programmer and MemSQL (now SingleStore) engineer.
That AI thread runs through the whole team. Llion Jones — another transformer co-author — now leads NEAR AI (https://near.ai) and built IronClaw, an open-source agent runtime written in Rust that had roughly 4,600 GitHub stars by early 2026. Bowen Wang serves as chief technology officer.
On geography: NEAR Protocol is US-based — NEAR Inc maintains a development presence in San Francisco — while the NEAR Foundation, the nonprofit that stewards the treasury and ecosystem grants, is a Swiss foundation (Stiftung) domiciled in Zug. The project is foreign-founded in the sense that its two founders are Russian-born, but it has operated as a US company with a Swiss foundation layer from early on. The project raised roughly $375 million cumulatively from backers including a16z and Tiger Global — and, before their collapses, FTX Ventures and Three Arrows Capital.
Tokenomics
The NEAR token does three concrete jobs: it pays transaction fees, it is staked by validators to secure the network, and it is used in governance. The supply ceiling is roughly 1.2 billion NEAR.
The defining 2025 event was the "Halving Upgrade." In Q4 2025, the protocol cut maximum annual inflation from 5% to about 2.4% and simultaneously declared the token supply fully unlocked. The mechanics are layered: a 70% fee burn (similar in spirit to Ethereum's EIP-1559) removes base fees from circulation, while a newer Intents fee switch funnels revenue from cross-chain trading back into buybacks. There is also storage staking — locking tokens to reserve state on-chain — which acts as another demand sink.
The intent is unambiguous: move NEAR from a high-inflation, early-stage issuance model toward something closer to neutral or even deflationary, funded by real activity rather than freshly minted supply. Whether that activity materializes is the open question.
Adoption & Partnerships
NEAR is listed across major exchanges — Binance, Coinbase, Kraken, and OKX among them — and its flagship decentralized exchange has historically been Ref Finance.
The institutional story has accelerated dramatically. On September 29, 2026, the Bitwise NEAR ETF (ticker NRR) listed on NYSE Arca as the first US spot NEAR exchange-traded product. The fund holds NEAR directly, charges a 0.75% management fee, and stakes 100% of its holdings, targeting roughly 5% annualized staking yield. Coinbase Custody handles crypto custody while BNY Mellon serves as cash custodian and administrator. Separately, Grayscale filed to convert its NEAR Trust — a Delaware statutory trust dating to November 2021 — into a spot ETF.
The most consequential product, though, is NEAR Intents, a cross-chain settlement system. Users express what they want — "swap this for that on the best route" — and solvers compete to fill it, abstracting away bridges and multiple wallets. Cumulative volume grew from under $1 billion to more than $32 billion in about a year. NEAR AI has also integrated with Coinbase's x402 protocol to enable private USDC payments between autonomous agents.
The Skeptic's Corner
NEAR's biggest red flag isn't technical — it's a governance fight that exposed genuine tension between efficiency and decentralization.
The controversy that matters most is how the inflation cut happened. The community held a formal vote to reduce inflation; it failed to reach the required 66.67% threshold, landing around 45% support. The core team pushed the cut through anyway via a protocol upgrade. Staking provider Chorus One publicly called it a "dangerous precedent," arguing it undermined the integrity of NEAR's governance, and urged validators not to upgrade. The market reaction was sharp.
Behind that fight sits a real economic problem: NEAR was paying on the order of $140 million a year in validator rewards while generating only about $17 million in cumulative revenue since 2020. Supporters framed the cut as "common sense" survival; critics framed it as breaking "code is law." Both sides have a point — and the rift has not fully healed.
Usage has also contracted. Daily active addresses fell from a late-2024 peak near 3 million to under 400,000, and new-user retention is weak. The Aurora EVM layer and Ref Finance saw total value locked drop more than 90% from their highs, and some projects migrated to Solana or Arbitrum. Separately, NEAR Intents paused withdrawals on October 1, 2026, after an exploit — a reminder that the revenue engine is new and still being battle-tested.
Why It Matters
NEAR matters because it is one of the few chains with both the technical pedigree and the institutional rails to be taken seriously as the "AI agent chain."
For the ecosystem, NEAR is a live experiment in whether a Layer-1 can reposition itself from a general-purpose chain into specialized infrastructure for machine-to-machine commerce. The founder's transformer credentials give the AI pivot a legitimacy that most "AI crypto" projects cannot fake.
For institutions, the Bitwise ETF and the Grayscale conversion signal that Wall Street is beginning to treat NEAR as part of the post-Bitcoin/Ethereum ETF wave — an on-ramp very few alternative Layer-1s possess.
For observers, the watch-item is whether NEAR Intents revenue can grow fast enough to offset the inflation cut — and whether the governance wounds heal. A chain that scales to nine shards but cannot keep users is an engineering trophy, not a business. NEAR's next year will test whether an AI-first narrative can translate into durable on-chain usage.
FAQ
What does NEAR Protocol actually do? NEAR is a sharded proof-of-stake Layer-1 blockchain. It runs smart contracts, settles transactions in about 1.2 seconds for sub-cent fees, and natively supports human-readable account names. Its 2026 roadmap is built around AI agents, chain abstraction, and cross-chain trading.
Who founded NEAR Protocol? Illia Polosukhin and Alexander Skidanov founded NEAR in 2017. Polosukhin is a co-author of the 2017 "Attention Is All You Need" paper that introduced the transformer architecture behind modern AI models.
Is NEAR Protocol US-based? NEAR operates as a US-based project with a San Francisco development presence through NEAR Inc, while its nonprofit NEAR Foundation is a Swiss foundation (Stiftung) domiciled in Zug. The founders are Russian-born.
What is NEAR Intents? NEAR Intents is a cross-chain settlement system. Users specify a desired outcome, such as a swap, and solvers compete to fill it — abstracting away bridges and multiple wallets. Its cumulative volume grew past $32 billion.
Does NEAR have an ETF? Yes. The Bitwise NEAR ETF (ticker NRR) listed on NYSE Arca on September 29, 2026, as the first US spot NEAR ETF. Grayscale has also filed to convert its NEAR Trust into a spot ETF.
Resources: near.org (https://near.org) · near.ai (https://near.ai) · docs.near.org (https://docs.near.org) · github.com/near (https://github.com/near)