Advanced AI, Quantum & Technology Research

Explore the next frontiers of intelligence.

ALQERIS is the research environment of the NEO AI ecosystem. Plan research, run real computations, challenge every claim and seal each result with evidence anyone can verify.

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In development - private research environment

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Built into the architecture

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computational labs

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experiment task types

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independent evidence dimensions

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permission-aware LILI research tools

Figures describe the software design of ALQERIS. They are not usage or performance metrics.

Vision

Research that can prove itself.

AI can now produce claims faster than anyone can check them. ALQERIS is built the other way round: nothing counts until it has been computed, recorded with its provenance and exposed to challenge.

01

Computation over assertion

Every result comes from a recorded run, with its inputs, parameters, code version and execution mode. A placeholder is never shown as a finding.

02

Provenance by default

Sources, datasets, runs and conclusions stay linked. Retracted sources are flagged wherever they are cited.

03

Negative results kept

Failed hypotheses and dead ends are part of the record. They are never deleted, so no one repeats them blindly.

04

Human judgement stays human

Review, scientific validation and signatures belong to people. The system records them, it does not imitate them.

The labs

Eleven labs. One rigorous method.

Each lab runs computations in isolation and declares how every result was produced: local computation, simulator, fixture or live provider. Select a lab to explore it.

01 / 11Move your cursor over the visual

AI Research Lab

Measures the reliability of AI answer workflows against known ground truth, so model behaviour is scored, not assumed.

ExecutionLocal computation

Quantum Lab

Simulation first. Claims second.

Quantum circuits run on ideal and noise-aware simulators and are compared with an exact classical reference. Resource projections estimate what fault-tolerant hardware would need. A result is never presented as hardware unless it ran on hardware.

Noise-awareGate errors and readout errors are modelled explicitly.
Exact referenceEach simulation is checked against a classical computation.
Resource projectionLogical qubits, error rates and runtime, estimated before anyone commits.
Circuit
Illustration - measurement distribution of the simulated circuit

Method

From question to verified evidence.

Every research project follows the same path. Each step leaves a trace that can be read, replayed and audited.

01
Plan
  1. 01

    Plan

    Research plans are written, versioned and approved before work starts. Hypotheses are stated in advance.

  2. 02

    Compute

    Each run executes in isolation, with no standing access rights, and records its inputs, outputs and execution mode.

  3. 03

    Challenge

    Replications, counter-tests and sealed benchmarks try to break the result before anyone relies on it.

  4. 04

    Seal

    Results are packaged as canonical records, hashed, signed and batched into a Merkle tree.

  5. 05

    Verify

    Anyone holding a package can verify it independently, in a browser or from the command line.

  6. 06

    Publish

    Publications, IP files and partner rooms are prepared from the evidence. Nothing is ever sent or filed automatically.

Proof Ledger

Nine dimensions. Never one green badge.

Integrity is not the same as validity. ALQERIS keeps nine evidence dimensions separate and shows each one with its true status. When something has not been measured, it says so.

Merkle batch - each result becomes a leaf, every leaf is bound to one root

  • Technical integrityVerified
  • SignatureVerified
  • Merkle inclusionVerified
  • AnchoringPending
  • ReproducibilityVerified
  • ReplicationPending
  • Human reviewNot measured
  • Scientific validationNot measured
  • Publication statusNot measured
Independent verifier

Illustration of the verifier output on a demonstration package.

Built on open, independently verifiable standards: canonical JSON, SHA-256, signed envelopes and Merkle trees.

Benchmark Vault

Sealed holdouts. No shortcuts.

The answers to a benchmark stay inside the vault. Only the protected evaluator can read them, and it returns a score, never the labels. Not to a researcher, not to an administrator, not to an AI.

  • Holdout labels never readable
  • Protocols sealed before the run
  • Every evaluation recorded

LILI, inside ALQERIS

One intelligence. Your permissions.

LILI, the assistant of the whole NEO AI ecosystem, works inside every ALQERIS screen. It connects sources, experiments and results, and acts only with the rights of the person asking. Every tool call is logged.

LILI
LILIALQ-QNT-03 · DEMO

Research tools

Create a projectState a hypothesisPlan an experimentCompare runsLink evidenceSearch sourcesDraft a reportExplain a result

Illustrative conversation on demonstration data.

Security & governance

Private by design. Auditable by default.

Invitation only

Access starts with a personal invitation link created by an administrator. There is no public sign-up.

Roles that mean something

Research leads, researchers, reviewers, auditors and partners each see and do only what their role allows.

Tamper-evident journal

Every action is written to a hash-chained, append-only audit journal that the application itself cannot rewrite.

Isolated execution

Each run executes in its own sandbox with no standing role and no stored secret.

Private research

Projects are private by default. A public registry entry requires an explicit approval.

Governed, not overridden

Central NEO AI administration can supervise ALQERIS, but sealed evidence and human signatures cannot be altered by anyone.

The NEO AI ecosystem

One brain. Specialist verticals.

ALQERIS is one of the six NEO AI verticals, with twenty more in preparation. Each vertical keeps its own data and permissions, and all of them share the same intelligence: LILI.

  • ORIGINGeneral intelligence workspaceIn operation
  • ESTATE CONNECTReal estate intelligenceIn operation
  • ARGOPhysical commodity trading operationsIn operation
  • NEO Bio n TechComputational biotechnology researchIn development
  • ALQERISAdvanced AI, quantum and technology researchIn development
  • SALTO NetworkPrivate communications and offline intelligenceIn development

+ 20 verticals in preparation

Explore NEO AI

Where ALQERIS stands

Built with care. Opened with caution.

ALQERIS is in development. The research workspace, the labs and the evidence engine have been designed and built; the interactive prototype runs on demonstration data. Access will open by invitation.

  1. Built

    Architecture and core

    Research workspace, eleven labs, evidence engine, LILI integration.

  2. Later

    Selected partners

    Partner rooms for research collaborations, by invitation.

ALQERIS in brief

Questions and answers

What is ALQERIS?

ALQERIS by NEO AI is an advanced research environment for artificial intelligence, quantum and frontier technology. A research team uses it to plan work, run computations, keep every result with its provenance, challenge its own claims and seal verifiable evidence.

Is ALQERIS available today?

Not yet. ALQERIS is in development and the interactive prototype uses demonstration data. Accounts are opened by personal invitation: anyone can send an access request, and the team reviews each one.

Does ALQERIS run on quantum computers?

The Quantum Lab works with simulators: ideal and noisy circuit simulation, checked against an exact classical reference, and resource projections. Any use of quantum hardware would be a separate, explicit decision, and results would be labelled accordingly.

How can a result be verified?

Each result can be sealed in a proof package: a canonical record, hashed, signed and included in a Merkle batch. An independent verifier checks the package in a browser or from the command line, and shows the nine evidence dimensions separately.

What does LILI do in ALQERIS?

LILI is the assistant of the NEO AI ecosystem. In ALQERIS it helps search sources, state hypotheses, plan experiments, compare runs, link evidence and draft reports. It acts only with the permissions of the person using it, and every action is logged.

Who operates ALQERIS?

ALQERIS is a vertical of NEO AI, developed by NEO TECH LABS TECHNOLOGY L.L.C, Dubai, a subsidiary of My NEO Group.

Access

Request access to ALQERIS.

Accounts are opened by personal invitation. Tell us who you are and what you would like to research: the ALQERIS team reviews every request and answers personally.

All fields are required.