---
title: Mother Earth, Motherboard
description: Here's a recap of Alan Mauldin’s presentation from PTC 2025.
image: https://resources.telegeography.com/hubfs/2025/Blog%20Assets/AdobeStock_116628577-1.jpeg
---

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# Mother Earth, Motherboard

##### By [Alan Mauldin,](https://resources.telegeography.com/author/alan-mauldin) Feb 26, 2025

[Events](https://resources.telegeography.com/tag/events)

A few weeks ago, I returned to sunny Honolulu for TeleGeography’s annual telecom trends workshop at [PTC](https://www.ptc.org/ptc25/).

As usual, Brianna Boudreau explored [global pricing trends](https://resources.telegeography.com/from-clickbait-to-reality-a-deep-dive-into-global-pricing-trends), and Jon Hjembo shared [insights from the data center world](https://resources.telegeography.com/evaluating-interconnection-market-health).

A bit unusual was the name of my segment: Mother Earth, Motherboard. This title was actually inspired by [an article](https://www.wired.com/1996/12/ffglass/) written in 1996:

<iframe width="256" height="144.64" src="https://www.youtube.com/embed/82PKE74WAfE?rel=0" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen title="PTC '25: Mother Earth, Motherboard" style="position: absolute; top: 0px; left: 0px; width: 100%; height: 100%; border: none;"></iframe>

*This clip explains the vision.*

Running with this theme, I also used AI to create an image for each section of my presentation:

![Mother Earth, Motherboard Subsections](https://resources.telegeography.com/hs-fs/hubfs/2025/Blog%20Assets/Mother%20Earth%2c%20Motherboard%20Subsections.png?width=2880&height=826&name=Mother%20Earth%2c%20Motherboard%20Subsections.png)

Global Climate Change looks particularly intimidating, so let's jump there. (You’ll find my slides from Cycles of Renewal and A Resilient System [over here](https://www2.telegeography.com/ptc-2025).)

### Global Climate Change

<iframe width="256" height="144.64" src="https://www.youtube.com/embed/kX3ERKz1jSw?rel=0" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen title="PTC '25: Widespread Global Deceleration of Bandwidth Demand Growth" style="position: absolute; top: 0px; left: 0px; width: 100%; height: 100%; border: none;"></iframe>

### Evolution

How AI is going to impact international networks is a hot, hot topic these days.

And the truth is, no one really knows what AI will mean for long-haul networks. No one can tell you it will lead to X percent more bandwidth growth over X years—that is unknown at this stage.

What we *can* do is discuss how AI works and what could influence the pace of bandwidth growth, such as:

- Model training locations
- Inference locations
- Distributed training and federated learning
- AI-based data compression and traffic routing improvements
- Spatial temporal load shifting
- Legal issues

[![Mother Earth, Motherboard](https://resources.telegeography.com/hs-fs/hubfs/2025/Email/Mother%20Earth%2c%20Motherboard.png?width=600&height=324&name=Mother%20Earth%2c%20Motherboard.png)](https://www2.telegeography.com/ptc-2025)

![Alan Mauldin](https://resources.telegeography.com/hubfs/tg-staff/alan-mauldin-telegeography-1.png)

#### Alan Mauldin

 Alan Mauldin is a Research Director at TeleGeography. He manages the company’s infrastructure research group, focusing primarily on submarine cables, terrestrial networks, international Internet infrastructure, and bandwidth demand modeling. He also advises clients with due diligence analysis, feasibility studies, and business plan development for projects around the world. Alan speaks frequently about the global network industry at a wide range of conferences, including PTC, Submarine Networks World, and SubOptic.

[View Alan Mauldin Work](https://resources.telegeography.com/author/alan-mauldin)

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[View More by Alan Mauldin](https://resources.telegeography.com/author/alan-mauldin)

[Read Full Article](https://resources.telegeography.com/are-new-cables-avoiding-landing-in-the-uk-because-of-brexit)

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