Where from?
Capture the device, interface and provenance of an observation. Device identification alone does not establish hardware attestation.
SOURCENG / NEW GENERATION · EVIDENCE-AWARE IOT
Before a system acts, understand what it actually knows.
IoT.ng makes the observation boundary visible: device, source, timing, data quality and uncertainty, before readings influence consequential decisions.
New Generation Sensing · Sense / Ground
✓ Evidence-labelled✓ No live actuation claimed✓ Independent research attribution
FIVE-SYSTEM REFERENCE ARCHITECTURETARGET STATE
IOT.ngReal-world observation
this siteAGI.ngNative reasoning & proposals
↘EG · GOVERNCurrent effect authority
↘ROBOT.ngEnforced software boundary
↘E2E · PROVEReconcile evidence and effects
↘ Architecture illustration · not a live run
OBSERVATIONS ARE EVIDENCE, NOT AUTHORITYABILITY ≠ AUTHORITYLOCAL VALIDITY IS NOT ENOUGH
01 / OBSERVATION BOUNDARY
A sensor reading is not an execution mandate.
IoT.ng develops the evidence boundary between physical telemetry and subsequent AI or automation decisions.
When valid?
Track acquisition time, monotonic ordering and freshness assumptions; unknown clock integrity remains UNKNOWN.
TIMEHow uncertain?
Keep measurement quality, calibration and sensor uncertainty visible rather than replacing unknowns with confidence.
QUALITYWhat was proposed?
Attach an observation to a downstream proposal without treating a valid observation as authority to act.
BOUNDARY02 / HARDWARE TESTBED
An actual edge reference—not a stock dashboard.
The engineering track uses the Jetson Orin NX and ESP32-C3 with light and color sensors. Availability of a serial device is not proof of current live measurement integrity.
EDGE REFERENCE TESTBED · NOT PUBLIC LIVE
Jetson Orin NX
Reference edge computation and local evidence assembly. Shares hardware with a separate frozen project; deployments and files must remain isolated.
Acquisition controllerESP32-C3
Ambient lightBH1750
Color sensingTCS3472 / TCS3472-family
Serial visibility/dev/ttyACM0 observed historically
Current website feedNOT CONNECTED
03 / OBSERVATION EXPLORER
Inspect an evidence contract, not fabricated telemetry.
The labels below refer to historical evidence lineages. No raw sensor value or live update is invented for this public site.
DATASETV014
MODEHISTORICAL
CURRENT MEASUREMENTNOT PUBLISHED
Schema illustration only. Historical artefacts are not embedded in this site or presented as an independently attested, live stream.
04 / ENGINEERING EVIDENCE
What is verified—and what remains open.
A practical path from historic multi-source sensing to a native, time-bound, independently reviewable five-system run.
V014 / V015 lineageHISTORICAL
Observation artefacts exist; the full sensor freshness and source attestation scope must be checked per run.
ESP32 serial connectivityHISTORICAL
Jetson device enumeration was observed; current raw readings and calibration have not been validated here.
Fresh five-system observationM2 PENDING
A newly acquired observation must retain source, timestamp, quality gate and causal linkage to its downstream decision.
No live feed on this siteDECLARED
This page publishes evidence categories and illustrative schema, not a real-time telemetry feed.
NG / NEW GENERATION · THE BRAND IDEA
New Generation Evidence-Aware IoT
IoT.ng investigates how sensing data becomes traceable context for downstream intelligence: source identity, time, uncertainty and observation quality all matter.
Historic V014/V015 artefacts and reference hardware are research evidence, not a live authenticated telemetry service or permission to act.
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.