NG NEW GENERATIONIntelligence with Authority. Action with Evidence.Why NG? →

NG / NEW GENERATION · GOVERNED INTELLIGENCE

Intelligence is capability. Authority is a separate decision.

From live observations and native AI proposals to explicit effect authority, enforceable refusal, and independently reviewable evidence.

New Generation Governed Intelligence · Think / Orchestrate

✓ Evidence-labelled✓ No live actuation claimed✓ Independent research attribution
FIVE-SYSTEM REFERENCE ARCHITECTURETARGET STATE
01
IOT.ngReal-world observation
↘
02
AGI.ngNative reasoning & proposals
this site
03
EG · GOVERNCurrent effect authority
↘
04
ROBOT.ngEnforced software boundary
↘
05
E2E · PROVEReconcile evidence and effects
↘
Architecture illustration · not a live run
FROM PROPOSED ACTION TO BOUNDED EFFECTABILITY ≠ AUTHORITYLOCAL VALIDITY IS NOT ENOUGH
01 / CONTROL PLANE

Five cooperating systems. One accountable consequence.

EG must govern the relevant effect boundaries; E2E spans the entire path. These are not five sequential claims of success.

01

IoT.ng · Sense

Gather contextual evidence from instruments and edge devices, including provenance, time and uncertainty.

OBSERVATION
02

AGI.ng · Think

Use native inference and orchestration to produce traceable proposals, with model-quality gates left visible.

PROPOSAL
03

EG · Govern

Determine whether this effect is authorized now under relevant constraints; re-check where commitment requires it.

EFFECT AUTHORITY
04

Robot.ng · Act

Enforce authority at a real software effect boundary; a mere refusal flag is not sufficient.

PEP
05

E2E · Reconcile

Connect observations, decisions, attempts, realized effects and unresolved evidence gaps.

END TO END
Current engineering boundary

The recovered G6 run established a limited IoT/T02 evidence lineage, but reported robot_pep_invoked=false and e2e_native_reconciled=false. A fresh native five-system run has not been accepted.

02 / CAPABILITIES

14-Tech+ is selective infrastructure.

Use capabilities only when a consequential workflow needs them. Historical website numbering and current native T01–T14 are versioned classifications—not one-to-one implementation evidence.

Two different classification versions. Rows compare identifier positions, not equivalent implementations.
Native IDCurrent AGI.ng engineeringHistorical website label
T01IoTIoT & Live Context
T02AIEdge Compute
T03TEE / TPMNode Identity / Attestation
T04PQCPost-Quantum Cryptography
T05HEHomomorphic Encryption
T06ZKMLAI & Analytics
T07ZKPVerifiable ML
T08VDFZero-Knowledge Proofs
T09BlockchainVerifiable Delay
T10NFTDistributed Ledger
T11SettlementTokenized Evidence Objects
T12DAOEconomic Effect Adapter
T13Immutable AuditGovernance & Anchored Record
T14Edge–CloudEdge–Cloud–Effect Orchestration

Verification varies by capability. Past native binaries, historical proof artefacts and live runtime acceptance must be treated separately. No single 14-Tech completion claim is made here.

INTERACTIVE · CONCEPT ONLY

Illustrative authority challenge

Choose a condition to see a conceptual authorization decision. This interface does not contact a Jetson, robot, policy service or other backend.

SIMULATED REQUESTCONCEPTUAL
STOP PUMP P-17
AuthorityVerified in this scenario
ContextIn scope
TargetMatches mandate
Illustrative evaluationPROCEED

Conceptually eligible for an additional execution-boundary check; no actual effect is released.

Browser-only educational simulation. Not an EG native execution, certified PEP or real hardware control.
03 / ENGINEERING RECORD

Evidence first. Claims second.

A public-facing summary of recoverable engineering lineage. Exact internal paths, privileged logs and private proof packages are intentionally not exposed.

V014 / V015 · source observationsHISTORICAL

Multi-source observation artefacts recovered; do not interpret historical data as fresh live sensing.

T02 v0.1.1 · native AIQUALITY HOLD

Model and inference artefacts recovered; current quality gate reports underperformance versus persistence.

G6 · local lineagePASS LIMITED

Local evidence relation between observations and T02; not a complete five-system run.

EG / Robot / E2E researchHISTORICAL

Native and isolated test assets recovered; current G6 execution-boundary wiring remains unaccepted.

M2 · fresh Safe-Hold AlphaNOT VERIFIED

Native EG, Robot PEP and E2E reconciliation must operate within a newly accepted run.

M4a · websitesDEPLOYED / WEB4 PENDING

The three public frontends have been deployed with domain-level HTTPS checks. Browser interaction, full WEB4 acceptance and native five-system M2 remain separate and unverified.

04 / RESEARCH CONTEXT

Independent theory. Applied experimental runtime.

AGI.ng is an experimental system informed by the broader research programmes below, not their owner or regulatory certification.

NG / NEW GENERATION · THE BRAND IDEA

New Generation Governed Intelligence

AGI.ng explores how intelligent proposals, current effect authority and reviewable consequences can be separated and connected through reusable control contracts.

A platform-in-development for five cooperating systems, not a claim of artificial general intelligence or a completed production runtime.

WHY .NG?

One idea. Three specialist portals.

NG means “New Generation” in our brand identity. The .ng extension is officially the country-code top-level domain for Nigeria; our wording is a creative brand interpretation, not a change to the domain’s classification.

Our applied research is internationally oriented. DrKu.io is the portfolio gateway; EG and E2E remain independent research programmes, not proprietary components of these websites.

BUILD THE NEXT VERIFIABLE RUN

Capability deserves evidence.
Consequence requires authority.

Explore the independent research, inspect the architecture, or discuss a bounded evaluation with DrKu.io.