Introducing CableGPT‑4 — Now in Public Beta

The World's First
AI-Native Ethernet
Intelligence Platform

MT's CES reimagines physical network infrastructure with a proprietary foundation model trained on 4.2 billion cable topologies. Autonomous termination. Agentic routing. Zero signal loss.

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Cables still require copper. AI handles everything else.

Agentic Cable Intelligence Neural Continuity Analysis Reinforcement Learning from Human Feedback (Copper Edition) Semantic VLAN Understanding Foundation Model for Network Topology Autonomous Termination Agents Vector-Embedded Cable Scheduling Multimodal Rack Intelligence CableGPT-4 Inference Pipeline Zero-Shot Length Prediction Agentic Cable Intelligence Neural Continuity Analysis Reinforcement Learning from Human Feedback (Copper Edition) Semantic VLAN Understanding Foundation Model for Network Topology Autonomous Termination Agents Vector-Embedded Cable Scheduling Multimodal Rack Intelligence CableGPT-4 Inference Pipeline Zero-Shot Length Prediction

Backed by the most forward-thinking minds in AI infrastructure

4.2B Model Parameters
99.97% Inference Accuracy
<0.3ms Routing Latency
10⁶ Topologies Modelled

CableGPT‑4: trained on every network that has ever existed

Our proprietary large language model doesn't just cut cables — it understands cables. Pre-trained on 4.2 billion synthetic and real-world topologies, fine-tuned with RLHF from master network engineers, and deployed via a low-latency inference API that lives between your order form and our crimping tool.

Zero-shot length prediction

Describe your rack in plain English. CableGPT-4 infers the exact cable schedule from semantic floorplan embeddings.

Real-time continuity inference

Neural analysis of TDR waveforms detects faults 40× faster than legacy testers. Every cable ships with an AI-signed continuity certificate.

Autonomous colour reasoning

Semantic VLAN understanding allows CableGPT-4 to suggest optimal colour schedules before you've finished describing your network.

CableGPT-4 · Evaluation Live
Length IQ
97%
Termination
99%
Colour Reason.
94%
Fault Detect.
99.97%
> cableGPT.infer({
  topology: "home-lab-2u",
  ports: 24,
  category: "Cat6A"
})

Generating cable schedule...
Optimising for signal integrity
→ 24 cables · 8 lengths · 4 colours
AI Capabilities

Every service is an AI agent

We didn't bolt AI onto an existing cable business. We built an AI-native platform that happens to produce physical cables as an output artefact.

Agent: LengthOptimizer™

Intelligent Custom Lengths

Transformer-based length prediction from natural-language floorplan descriptions. Specify in metres or just describe the room — the model handles the rest.

Agent: ChromaVLAN™

Semantic Colour Intelligence

CableGPT-4 learns your network schema and generates an optimal colour schedule, cross-referenced against IEEE and ANSI/TIA standards via RAG pipeline.

Agent: PatchMind™

Agentic Panel Termination

Our autonomous termination agent ingests your floorplan as a vector embedding and outputs a labelled patch schedule with zero human intervention required.

Agent: CatBoost™ (the cable kind)

AI-Matched Cable Category

Gradient-boosted classification model evaluates your switch PoE budget, NAS throughput, and future 10 GbE aspirations to recommend Cat6A vs Cat8 with confidence scores.

Agent: NeuralFluke™

Neural Continuity Certification

AI-interpreted TDR waveform analysis signs every cable with a cryptographically-verified continuity certificate. No cable ships without a model-confirmed pass.

Agent: Topology Copilot™

Generative Network Design

Share your rack diagram via drag-and-drop. Our multimodal vision model reads it and generates a complete cable schedule, BOM, and rack elevation in seconds.

Agentic Workflow

From natural language to doorstep

Four autonomous agents orchestrate your order. You only need to describe what you want.

Step 01 — Ingest

Natural Language Intake

Type what you need. CableGPT-4 extracts structured intent from your message via a fine-tuned extraction head.

Step 02 — Reason

Topology Inference

LengthOptimizer and ChromaVLAN agents run in parallel, each contributing to a unified cable schedule with uncertainty estimates.

Step 03 — Build

Human-in-the-Loop Fabrication

AI-generated spec is handed to a human craftsperson (MT). NeuralFluke validates every cable before it's packaged.

Step 04 — Deliver

Certified Physical Output

Cables arrive with an AI-signed certificate, QR-linked test report, and a prompt to fine-tune CableGPT-4 on your topology.

Social Proof

The smartest people in the room agree

Prosumers who've experienced the intelligence layer.

"I didn't know I needed an AI to tell me my patch cable was 2.3 metres. Now I can't imagine ordering any other way. The CableGPT inference is just… correct."

JK
Jake K.
Home Lab Operator · 48-port rack

"The ChromaVLAN agent suggested a colour scheme I hadn't considered. My network is objectively more intelligent now. I attribute 30% of my 10 GbE speeds to the AI."

SR
S. Richardson
Prosumer · NAS enthusiast · Cat8 convert

"The AI continuity certificate gave my cables a level of credibility that my previous supplier — a large box retailer — simply could not match. Game-changing."

DM
D. Martinez
Studio Engineer · 3D S&E build

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cable intelligence at scale

CableGPT-4 is in public beta. Join 4,200+ prosumers and get priority access, early pricing, and a complimentary topology consultation.

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