CoinYQ Dossier

NEAR's Long Loop: From an AI Coding Bet to a Blockchain for Agents

NEAR did not simply add an AI label to a finished layer-one chain. Its founders first tried to teach models to write code, pivoted in 2018 toward a usable sharded blockchain, launched that network behind deliberate restrictions, and then returned to AI through Chain Signatures and Intents. The loop is real, but uneven: signing and solver-based settlement are deployed, dynamic scaling is still engineered in stages, and the NEAR token connects to fees and staking more directly than it connects to Foundation or protocol-wide control.

A code-writing laboratory discovers a payments and infrastructure problem

NEAR's current history page traces the partnership to 2017, when Illia Polosukhin and Alexander Skidanov formed NEAR.ai around a concrete ambition: models that could translate natural-language instructions into code. Polosukhin brought machine-learning research, including co-authorship of the Transformer paper; Skidanov brought distributed-database engineering. This is an official retrospective and should be read as the project's account of its own origin, rather than independent proof that every present AI claim was planned at the time.

According to that account, the models and available GPU capacity were too early, while paying a global group of student contributors revealed how awkward cross-border settlement could be. The pair turned toward blockchain and in 2018 founded NEAR Protocol. The causal thread was therefore practical rather than mystical: an AI product ran into coordination and payment constraints, and its builders decided to create infrastructure they believed developers could actually use.

The 2020 mainnet opened with its doors deliberately locked

NEAR's persistent mainnet state began on 22 April 2020, but the first phase was Proof of Authority, not an unrestricted public network. The NEAR Foundation operated the initial nodes, controlled most transfers and created accounts for approved developers. The later restricted phase moved validation toward an external validator set while ordinary transfers remained constrained. These details matter because a bare '2020 mainnet launch' hides who could act and which functions were live.

The unlock was itself a governance event with a narrow purpose. Validators and delegators signaled that transfers could open, and unrestricted operation followed in October 2020. That vote did not establish a permanent direct-democracy model for every token holder. It demonstrated the network's stake-weighted path out of launch restrictions, while later protocol upgrades continued to depend on validator adoption of nearcore releases.

Nightshade arrived as four shards, then stateless witnesses—not infinity

The launch network used one shard even though the architecture had been designed around sharding. Simple Nightshade changed that in November 2021 by splitting mainnet into four shards while keeping the developer experience largely unified. It was Phase 0: more parallel capacity and a foundation for later changes, rather than the final Nightshade design described in early papers.

Nightshade 2.0 reached mainnet in August 2024 with stateless validation. Chunk validators could verify work from state witnesses without keeping every shard's full state, a prerequisite for scaling the validator workload across more shards. NEAR One's accompanying roadmap was unusually explicit that the first release did not immediately improve performance. Later nearcore releases stabilized dynamic resharding; a live final-state query on 4 September 2026 reported protocol version 86 and ten shard IDs. The implemented design can split a shard after configured thresholds, but the cited proposal does not establish automatic merging or unbounded throughput.

Chain Signatures and Intents turn the old AI question around

By 2024, NEAR's chain-abstraction thesis had produced two concrete mechanisms. Chain Signatures lets a NEAR account or contract request a jointly generated MPC signature for a derived account on another network. The target-chain transaction still has to be constructed and broadcast, and the mechanism is one-way signing rather than a general reader of external state. It reduces key fragmentation without making cross-chain execution trustless by definition.

NEAR Intents shifts the interface from transactions to desired outcomes. A person or AI agent signs a request, off-chain solvers compete to quote execution, and an accepted result is verified and settled through a contract on NEAR. The swap path and developer interfaces are real deployments. NEAR's larger claim—that private, user-owned agents will coordinate money, credentials, compute and arbitrary services through this layer—is a strategic program whose breadth still depends on products, liquidity, solver diversity and users that do not yet come from the base protocol alone.

One token sits beneath three different centers of authority

At protocol level, NEAR pays transaction and computation costs, backs storage accounting, transfers value and secures validators through staking. Current official validator documentation targets annual issuance equal to 2.5% of total supply. Fees remaining after the contract rebate are burned, so net growth depends on network use, but holders should not turn that mechanism into a guaranteed-deflation or guaranteed-yield story. Rewards compensate validation; they are not corporate dividends.

Decision power is more fragmented than the phrase 'governance token' suggests. Validators vote by stake on protocol-version upgrades. House of Stake is a separate system in which users lock NEAR for veNEAR and vote within a proposal and treasury framework that also includes reviewers, configurable contract owners and council vetoes. The NEAR Foundation remains a separate organization with strategy and resources. Ordinary NEAR ownership therefore does not automatically confer a direct ballot over every code change, House of Stake disbursement or Foundation decision, and the current identities behind every administrative role still require contract-by-contract verification.

How the project changed

  1. 2017
    NEAR.ai starts with code generation

    The founders' official history says Polosukhin and Skidanov began an AI company aimed at turning natural-language descriptions into code.

  2. 2018
    The company pivots to NEAR Protocol

    After the AI effort and contributor payments exposed scaling and settlement limits, the founders redirected the project toward a usable, sharded blockchain.

  3. 2020-04-22
    Persistent mainnet begins under Proof of Authority

    The NEAR Foundation operated the initial nodes and most token transfers remained restricted.

  4. 2020-10
    Validators unlock unrestricted transfers

    A stake-weighted launch vote moved mainnet out of its restricted phase; this was a specific unlock decision, not universal direct governance.

  5. 2021-11
    Simple Nightshade brings four shards

    Phase 0 sharding increased parallel capacity while leaving later stages and dynamic resharding unfinished.

  6. 2024-08
    Nightshade 2.0 adds stateless validation

    State witnesses changed how chunks could be validated, while the official roadmap said immediate throughput gains and dynamic resharding still required more work.

  7. 2024-11
    Intents and the AI research thesis converge

    NEAR's history records Intents in beta and a renewed focus on user-owned AI and large-model research.

  8. 2025-2026
    Dynamic resharding, lower issuance and House of Stake go live

    By the 4 September 2026 review, mainnet reported ten shard IDs and a 2.5% annualized validator issuance target, while House of Stake operated as a distinct veNEAR proposal and treasury layer.

Evidence and primary sources

Last evidence review: 2026-09-04

What is NEAR Protocol?

NEAR Protocol is a proof-of-stake blockchain whose history runs in an unusual circle. Illia Polosukhin and Alexander Skidanov first worked together in 2017 on NEAR.ai, an attempt to train models to turn natural-language instructions into code. In 2018 they redirected the company toward building a blockchain that developers and ordinary users could navigate more easily.

The resulting network did not arrive as an unrestricted, fully sharded product. Mainnet began on 22 April 2020 under Proof of Authority, with the NEAR Foundation running the initial nodes and most transfers restricted. Validator operation and transfer freedom opened in stages; unrestricted transfers followed a validator vote in October 2020.

NEAR's deployed base layer now combines proof-of-stake validation, named accounts, permissioned access keys, asynchronous receipts and Nightshade sharding. Simple Nightshade brought four shards in November 2021, Nightshade 2.0 introduced stateless validation in August 2024, and dynamic resharding was later activated. A live final-state query on 4 September 2026 returned protocol version 86 and ten shard IDs. That is evidence of implemented horizontal scaling, not unlimited capacity or automatic shard merging.

The project's current AI positioning rests on real multichain components but reaches beyond them. Chain Signatures can produce signatures for accounts on other chains, and NEAR Intents lets users or agents request an outcome from competing solvers. Those are deployed building blocks. A broad economy of autonomous, user-owned agents coordinating services is the project's direction, not a completed property of every NEAR application.

What problem does NEAR Protocol solve?

The original AI company confronted two practical limits, according to NEAR's own history: early code-generation models and GPU capacity were not ready, and paying a distributed contributor group across borders was awkward. The founders concluded that the blockchain systems available in 2018 also imposed too much cost and operational friction for the product they wanted to build.

NEAR therefore attacked both capacity and usability. Nightshade divides state and execution work among shards; the account model adds readable names and keys restricted to particular functions; asynchronous receipts let contracts communicate without pretending all work happens in a single synchronous lane. These choices reduce specific bottlenecks, but they do not eliminate physical capacity limits or cross-shard coordination costs.

The next problem moved outside one chain. Users and software agents should be able to request a result without manually choosing bridges, wallets and transaction sequences. Chain Signatures and Intents address parts of that workflow. Their current documentation establishes cross-chain signing and solver-based settlement, while claims about a universal AI-agent economy still depend on adoption, solver competition, MPC operation, liquidity and future products.

How does NEAR Protocol work?

On the base chain, validators stake NEAR and take roles in producing blocks, producing chunks or validating chunks. Accounts and contract state are assigned to shards, while one NEAR block can contain chunks from several shards. Cross-contract actions generate receipts that the protocol routes and executes asynchronously. Nightshade 2.0 lets validators check chunks using state witnesses without every validator storing the full state of every shard.

That architecture was deployed in steps. The April 2020 network started with one shard and restricted operation. Simple Nightshade switched mainnet to four shards in November 2021. Stateless validation arrived in August 2024, but NEAR's own roadmap said the release did not immediately increase mainnet performance and that new resharding and witness optimizations still had to be built. Capacity should therefore be described by the deployed version and measured conditions, not as infinite.

Chain Signatures uses a smart contract plus a multiparty-computation service to derive addresses and jointly produce signatures for other networks. The mechanism can authorize outbound transactions, but the documentation warns that it does not itself read another chain's state. NEAR Intents adds a different layer: a user or agent signs a desired outcome, off-chain solvers compete with quotes, and an accepted solution is verified and settled through a contract on NEAR.

NEAR pays for transaction computation and storage accounting, moves value, and secures validators through staking. Current validator documentation targets annualized issuance equal to 2.5% of total supply and says transaction fees, minus the contract rebate, are burned, so net inflation varies with fee activity. Staking or locking NEAR may create reward or veNEAR voting participation under the relevant system; it does not turn the token into equity, a claim on Foundation assets, a redemption promise or a universal ballot over every protocol and corporate decision.

Key facts

  • The founders' official history dates the NEAR.ai code-generation effort to 2017 and the blockchain project to 2018.
  • Mainnet began on 22 April 2020 under Foundation-operated Proof of Authority with most transfers restricted; unrestricted transfers arrived after validator voting in October 2020.
  • Simple Nightshade moved mainnet from one shard to four in November 2021.
  • Nightshade 2.0 introduced stateless validation in August 2024; NEAR's roadmap did not describe that release as an immediate performance increase.
  • Dynamic resharding is now implemented: the 4 September 2026 final protocol configuration showed version 86 and ten shard IDs. Automatic splitting does not prove automatic merging or unlimited throughput.
  • Chain Signatures lets NEAR accounts and contracts request MPC signatures for accounts on other networks; it is not an external-state oracle.
  • NEAR Intents currently uses off-chain solver competition and a verifier contract on NEAR to settle an accepted outcome.
  • NEAR is used for fees, computation and storage accounting, value transfer, staking and validator rewards.
  • Current official validator documentation targets 2.5% annualized issuance of total supply for validator rewards; fee burns make net supply change usage-dependent.
  • Protocol-upgrade voting by validators, House of Stake's veNEAR governance, and NEAR Foundation decisions are distinct authority paths.
  • No reviewed source turns ordinary NEAR ownership into equity, guaranteed income, reserve redemption or ownership of Foundation assets.
  • The 2021 climate-neutral label was based on measurement and offsets for a defined period, not a permanent zero-emissions protocol property.

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Frequently asked questions

Did NEAR start as an AI project?

Yes, in a precise historical sense. NEAR's official history says Polosukhin and Skidanov founded NEAR.ai in 2017 to build models that generated code from natural-language instructions. They founded NEAR Protocol in 2018 after that work and contributor payments exposed infrastructure and usability problems. This history does not prove that the 2020 blockchain was already an AI-agent network.

Does holding NEAR let someone govern the whole protocol?

No single mechanism grants that scope. Validators adopt base-protocol versions through stake-weighted upgrade voting. House of Stake uses locked NEAR represented as veNEAR for its own proposal and treasury system, with reviewers, owners and council safeguards. NEAR Foundation strategy and assets are a separate organizational domain.

Can one NEAR account control assets on other chains?

Chain Signatures can derive external-chain accounts and request MPC signatures for outbound transactions on supported signature schemes. Applications still have to construct the correct transaction, obtain the signature and submit it to the target chain; the mechanism does not automatically read all external-chain state or erase bridge, MPC and application risk.

What is deployed today in NEAR's AI-agent thesis?

The current documentation shows working building blocks: Chain Signatures, a live Intents flow, solver quotes, user approval and verifier-contract settlement, plus developer tools for agents. A universal market in which autonomous agents privately coordinate arbitrary services is broader than those documented flows and should be treated as a roadmap.

What rights does the NEAR token provide?

NEAR pays for computation and transactions, accounts for storage, transfers value and can be staked or delegated for network security and rewards. It can also be locked in House of Stake to obtain veNEAR under that system's rules. The reviewed sources do not establish equity, dividends, reserve redemption or legal ownership of Foundation assets.

Is NEAR inflation fixed at 2.5%?

Current validator documentation targets annualized issuance equal to 2.5% of total supply for validator rewards, and nearcore records the reduction from 5% to 2.5%. Fees remaining after the contract rebate are burned, so net supply growth can be below gross issuance, but deflation is not guaranteed. Future protocol upgrades can change the parameters through the validator upgrade process.

Is NEAR permanently carbon neutral?

That is too broad. NEAR Foundation reported a South Pole Climate Neutral Product Label for 2021 after measuring a defined footprint and purchasing offsets. Proof of stake avoids proof-of-work mining, but a dated label and offset program are not an on-chain guarantee that every future validator, application or transaction has zero emissions.

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