DAIT Foundation
Concept lineage · primary sources cited

The DAIT lineage

Six threads of design, traced from the 2014 founding concept, through the 2018 aiscendence iteration, the 2020 DAIT White Paper, the 2021-2022 dait.io site, and continuing into the 2026 chain. Each cell on this page quotes or references a primary source: the 2018 aiscendence.com site (preserved at its original domain and on web.archive.org), the DAIT White Paper v0.20 / v0.30 (with v0.20 publicly served from dait.io as captured on web.archive.org in 2022), the 2021-2022 dait.io homepage wayback snapshots, and the 2026 module implementation in the dait-chain repo.

Why this page exists. Critics of any new consensus class reasonably ask whether the design was reverse-engineered from a 2026 buzzword or built up from durable principles. This page exists to let a reader trace each design decision back to a written, dated, citable source. Every 2018 quote is on the public record at aiscendence.com or web.archive.org. The 2020 whitepaper v0.20 is on the public record via web.archive.org (2022-07-12). The 2021 / 2022 dait.io site is preserved at 2021-06-13 / 2022-01-10 / 2022-07-12 wayback snapshots. Every 2026 module name maps to source in the public dait-chain repo.
The founding decision (DAIT White Paper §2.2.1, 2020). “The founding members of DAIT evolved from the early Bitcoin miners operating one of the largest bitcoin mines in the world until 2014. At this point they realized that the Proof Of Work Algorithm was a proof of concept and that compute power, energy and resources should be applied for the highest and best use. Something better was needed. The larger blockchain community was discussing Proof Of State (POS) as an evolution. However, even POS ultimately is inefficient in its use of resources and has limitations. We determined that the ultimate evolution of the Algorithm would be a Proof Of Intelligence or Proof of Useful Work which can be realized by the convergence of Blockchain technology with Artificial Intelligence.
2014
Founders exit one of the largest bitcoin mines; PoI / PoUW conceived as the next evolution.
Whitepaper §2.2.1 Founding
2018
First public iteration: aiscendence.com / RegenerAI / PeerAI. “Power to the People.”
2020
DAIT White Paper v0.20 / v0.30. PoI named verbatim. XMSS post-quantum sig + spot-check verification specified.
2021 - 2022
dait.io homepage live with hero H1: “A Crypto Currency that uses Proof of Useful Work.” Three captures across 13 months.
2026
PoI lifted to formal consensus class (a)+(b)+(c). 9 chain modules. Mainnet 2026-07-14.
Threadsix concurrent design rails
2018aiscendence.com / RegenerAI / PeerAI — first public iteration
2020 - 2022dait.io White Paper v0.20 / v0.30 + dait.io site live with PoUW branding (wayback snapshots 2021 / 2022)
2026dait-chain mainnet — nine modules in code, devnet 2026-05-12, mainnet 2026-07-14
Beneficial work as consensusReject hash-collision PoW. Accept verifiable cognitive computation as the unit-of-work.
2018 - aiscendence.com

Repurpose massive mining and idle computing power towards Deep learning, AI and edgeless computing.

Most mining does not produce any beneficial work but consumes vast amounts of energy. They are unsustainable and parasitical to our economic and ecological ecosystem.

aiscendence.com hero + "Why" sections (2018). Same thesis articulated under the working title RegenerAI.com in Feb 2018.
2020 - 2022 - DAIT White Paper + dait.io site

We determined that the ultimate evolution of the Algorithm would be a Proof Of Intelligence or Proof of Useful Work which can be realized by the convergence of Blockchain technology with Artificial Intelligence.

A Crypto Currency that uses Proof of Useful Work.

White Paper §2.2.1 "Founding" (v0.20 and v0.30 share this paragraph) + dait.io homepage hero H1 in 2021-06, 2022-01, 2022-07 wayback snapshots. The phrase "Proof of Intelligence" is on the public record in the 2020 whitepaper, six years before mainnet, as the explicit successor to PoW and PoS.
2026 - mainnet

Shipped as x/pouw: commit/reveal receipts, 60% emission to PoUW credit holders, per-workload weighting. Lifted from PoUW to Proof of Intelligence (PoI) by adding two further conditions (adaptive verification, state-indexed economics) that PoUW alone does not satisfy.

Livepaper rev 36 §3 (formal PoI definition); commit 3f22b9d (per-workload weighting). See /poi.html.
Compute marketplaceTwo-sided, price-discovering market for AI compute. Operators sell, callers buy.
2018 - aiscendence.com

A flexible market place settles demand and price as required to perform real beneficial work such as deep learning, hosting, file storage and computing at magnitudes greater efficiency and cost than currently possible.

Through the use of the [native] token a flexible liquid market place settles demand and price as required to perform real beneficial work.

aiscendence.com vision section (2018). The full 2018 paragraph is x/compute_market in prose form.
2020 - DAIT White Paper v0.30

Through the use of the DAiT blockchain a flexible liquid marketplace settles demand and price as required to perform real beneficial work such as deep learning, hosting, file storage and computing at magnitudes greater efficiency and cost than currently possible.

White Paper v0.30 §2.2 "How". The 2020 sentence is the 2018 sentence almost word-for-word: the same marketplace was always the goal.
2026 - mainnet

Shipped as x/compute_market: reverse-Dutch auction with five spot-price points, real bank escrow, lease streaming, 60/40 burn-and-community-pool fee split, OnReceiptAccepted hook into x/pouw for receipt-conditional payment release.

dait-chain HEAD; cross-module hook wired at evmd/app.go:674.
Power to the peoplePermissionless participation across an explicit tier of stakeholder classes.
2018 - aiscendence.com

Power to the People.

Empower people with the most intelligent, efficient, secure, accessible and scalable computing power.

Control of the internet and computing back to the mobile devices in peoples hands.

aiscendence.com hero (used as a literal repeating heading) and vision section (2018).
2020 - DAIT White Paper v0.30

We at DAIT DAO envision a future where artificial intelligence and blockchain converge to empower humanity, not centralize power in the hands of a few.

The whitepaper specifies four explicit network-player classes: Hosts, Gateways, Oracles, Consumers (§2.3.2 / §3.2 / §3.3) - the precursor of today's six-tier User -> Oracle hierarchy.

White Paper v0.30 §1 Vision and §2.3.2 Network players.
2026 - mainnet

Shipped as x/staking_tiers: six tiers (User / Heavy / Node / Supernode / Validator / Oracle), per-tier slashing rules, 14-day unbonding cliff. Active validator cap is dynamic (per-epoch sqrt formula, governance-tunable up to 999) with a 999-slot standby pool rotating every 9 epochs. Lowest tier is zero-stake; entry is permissionless.

dait-chain HEAD; tier values locked in x/staking_tiers/types/tier.go.
Off-chain efficiencyCompute and messaging happen off-chain. The chain settles, disputes, and slashes.
2018 - aiscendence.com

Future computing power and efficiency will be available where and when it is needed.

Intelligent distributed (beyond decentralized) peer to peer cloud / fog network with each node aware of other nodes which are organized in localities and optimally do work.

aiscendence.com vision section (2018). The "fog" framing predates most modern edge-compute architectures.
2020 - DAIT White Paper v0.30

Applying blockchain technology to Fog computing and a distributed file system... The decentralized architecture each node can be aware of the other nodes and exchange information bi-directionally, the nodes are organized in localities and therefore some nodes act as a bridge between one node and another and perform server like functions.

The whitepaper has a dedicated Messaging service section (§3.7) and Caching section (§3.5) for off-chain efficiency. The chain is the settlement layer; node-to-node traffic stays at the edge.

White Paper v0.30 §2.2, §3.5 Caching, §3.7 Messaging service.
2026 - mainnet

Shipped as x/state_channel: Nitro / ForceMove turn-taking, real Cosmos secp256k1 verify, 24h dispute window with cooperative-close fast path. x/messaging stores keys and quotas on-chain; bodies stay off-chain.

dait-chain HEAD; channel state machine in x/state_channel/keeper.
Distributed storageData layer that AI workloads can lean on. Verifiable, tiered, durable.
2018 - aiscendence.com

Distributed file system (IPFS - Interplanetary File System).

A flexible market place settles demand and price as required to perform real beneficial work such as deep learning, hosting, file storage and computing.

aiscendence.com tech section (2018). The 2018 design treats storage as one of the marketplace work types, alongside compute.
2020 - DAIT White Paper v0.30

a quantum resilient hackproof decentralized distributed blockchain storage such as the Interplanetary File System (IPFS), DAiT.io delivers an elegant solution to future computing, storage and AI demands today as well as take a load off our energy systems.

Section 2.5.2 Secure and Distributed Data Storage via IPFS is dedicated to the storage layer. Storage is treated as a marketplace work-type alongside compute - the same dual framing today.

White Paper v0.30 §1 Vision + §2.5.2 + §3.4.5 Store.
2026 - mainnet

Shipped as x/datalake (Phase-1 scaffold landed 2026-05-05): RS(10+4) erasure coding, enclave-attested provider class, hot/warm/cold SLA tiers, streaming pay-by-byte-month, integrates with x/compute_market for "lease requires this dataset".

dait-chain commit 4eb5451 (datalake scaffold, 2464 LOC, 19 files).
Trust and verificationHardware-rooted attestation + cryptographic proof + statistical sampling, composed.
2018 - aiscendence.com

Inherently secure, transparent and private. Trust built on Block Chain Technology.

An autonomous AI based rewards system that encourages ethical behavior.

aiscendence.com vision section (2018). The 2018 thesis points at hardware-rooted attestation but the substrate (TEE collateral, confidential GPU compute) was not yet production-ready.
2020 - DAIT White Paper v0.30

DAiT blockchain uses a NIST-approved XMSS quantum proof secure digital signature scheme that makes it quantum resilient.

Detection of poor behavior is achieved with a 'spot-check' challenge which, at ad hoc intervals, mirrors queued Jobs into the Line Manager queue, appending a hash of the payload.

Two of the three rails of today's PoI verification stack are explicitly in the 2020 whitepaper: post-quantum cryptography (XMSS in 2020 -> Dilithium / ML-DSA-65 in 2026, both NIST-approved) and statistical sampling via spot-check (today's redundant-exec proof-of-replication).

White Paper v0.30 §3.8 Security + §3.8.1 Results verification.
2026 - mainnet

Shipped as x/tee_attest: real ES384 JWT verification, go-tdx-guest v0.3.1, go-sev-guest v0.14.1, multi-vendor trust roots in genesis, ABCI++ vote-extension force-include for liveness. Day-1 post-quantum signing in x/agent (Dilithium / ML-DSA-65, FIPS 204) per genesis params.

dait-chain HEAD; commit 35c8b71 (PQ default at mainnet).

What changed between iterations was the substrate, not the idea

The whitepaper opens with a 2014 origin date (§2.3.1: “DAIT technology has been in development since 2014”) and a Founding paragraph (§2.2.1) that ties the project to the founders' bitcoin-mining experience: the realization that hash-collision PoW was a stepping-stone, not a destination. The 2018 aiscendence iteration was already complete in shape: useful work as consensus, a marketplace for compute, permissionless participation across stakeholder tiers, off-chain efficiency with on-chain settlement, distributed storage as first-class, hardware-rooted trust. By 2020 the construction was named (Proof of Useful Work / Proof of Intelligence), the post-quantum signature scheme was specified (XMSS), the verification challenge was described (spot-check), and the four network-player classes were drawn. From 2021 through 2022 the dait.io homepage prominently led with “A Crypto Currency that uses Proof of Useful Work” - the brand was on the public record continuously.

What didn't yet exist in 2018, 2020, or even 2022 was the substrate: production-grade modular blockchain frameworks, multi-vendor TEE attestation collateral protocols, Block-STM-style optimistic concurrency for the EVM, ABCI++ vote-extensions for force-include semantics, lattice-based post-quantum signing libraries (FIPS 204) usable from a Cosmos SDK module, and confidential GPU compute attestation. Each iteration shipped what was buildable at the time and waited for the gaps. 2026 is the first iteration where every primitive the design requires actually exists in production.

Sources

  1. 2018 - aiscendence.comlive preservation at the original domain, plus the 2018-08-06 wayback snapshot for independent verification.
  2. 2020 - DAIT White Paper v0.20 (PDF) — served from dait.io and captured by wayback on 2022-07-12. 69 pages. Founding paragraph at §2.2.1; PoI / PoUW articulated as the explicit evolutionary step at line 301.
  3. 2020 - DAIT White Paper v0.30 — later revision. PDF excerpts available on request; same Founding paragraph as v0.20; quoted §2.2, §2.3.1, §2.5.2, §3.5, §3.7, §3.8 in the rails above.
  4. 2021 / 2022 - dait.io homepage wayback snapshots: 2021-06-13, 2022-01-10, 2022-07-12. All three carry the hero H1 "A Crypto Currency that uses Proof of Useful Work" - PoUW was the public brand of the chain through this entire window.
  5. 2026 - dait.io Livepaper (rev 36)live; §3 contains the formal PoI definition (the lifted form requiring all three of cognitive unit-of-work + adaptive verification + state-indexed economic parameters).
  6. 2026 - PoI canonical explainer/poi.html, with full module-to-axis mapping.
  7. 2026 - dait-chain repo — private until ceremony, then opens at forge.dait.io (DAIT's sovereign code-hosting instance). Commit hashes cited above are all reachable in the public-once-published history.

Read the PoI explainer Livepaper §3 aiscendence.com (preserved 2018) Standards matrix