Bitcoin Mining Revolution: Tether Unites 15 Giants to Let AI Take Over Global Mining Operations

Author: Heart of Computing Power

AI can write code and create art, but you might not expect that AI is now set to directly manage Bitcoin mining farms.

On October 24, the stablecoin giant Tether announced a significant development.

Fifteen leading Bitcoin mining companies globally have committed to joining Tether's open-source framework MDK (Mining Development Kit) to create a unified interface for mining equipment worldwide.

Historically, mining machine manufacturers, mining pools, and farm owners have operated independently, but now they are sitting at the same table.

This initiative aims not only to address the longstanding issue of unmanageable machines in mining farms but also to pave the way for AI to take full control of Bitcoin mining operations.

++1. Thousands of Mining Machines Speaking Different Languages++

To understand what Tether is doing, one must first grasp the current challenges faced by mining farms.

Bitcoin mining has evolved far beyond small-scale operations.

Although the total network hash rate of Bitcoin peaked at approximately 1.16 ZH/s (about 1157 EH/s) in October 2025 and subsequently declined, reaching a low of 850 EH/s in February 2026 (about 27% less than the peak), it has since rebounded to over 1 ZH/s.

As of October 22, the actual hash rate returned to 1000 EH/s, with a seven-day average also maintaining above 1 ZH/s.

This indicates that current mining farms are all large-scale industrial data centers.

However, managing such large-scale operations remains very primitive.

A large mining farm often contains thousands of machines, potentially running Bitmain's Antminers, MicroBT's Whatsminer, and Canaan's Avalon miners simultaneously.

The problem is that each manufacturer has its own firmware, interfaces, and backend management systems, which are completely incompatible with one another.

If a farm owner wants to monitor all machines on a single screen, they must hire programmers to write code for integration.

If they decide to switch mining pools midway, the code must be rewritten, and if a manufacturer updates their system version, the previously written programs may become obsolete, requiring a complete redo.

Despite the mining industry evolving over the past decade, with machine chips reaching the nanoscale, management software remains stuck in a primitive stage of "speaking different languages."

As a result, when Tether made its announcement on October 24, it was able to bring together fierce competitors like Bitmain, Canaan, and MicroBT, along with major mining pools such as F2Pool, SpiderPool, and OCEAN, as well as large mining operators like Bitdeer and FoundryDigital, and teams from Block's Proto and StratumV2.

The outdated management methods have long been a burden for the entire industry.

++2. Creating a Translator to Bring AI Onboard++

Since everyone is speaking different languages, Tether's solution is straightforward: create a "universal translator."

Earlier this year, Tether open-sourced a mining operating system called MOS, and on April 27, it launched the MDK development framework based on this system.

This framework is written in JavaScript and React, and it can be used for free by both individual miners and gigawatt-scale mining farms.

Its working principle is not complicated: the 15 participating manufacturers each write a small plugin called "MDKWorker" to translate their machines' and mining pools' data into a standard format.

As long as the farm owner installs a central control panel at the top, they can command all different brands of machines simultaneously, no longer being held hostage by a single manufacturer.

In this process, Tether has handled things very intelligently.

It allows manufacturers to decide which features to open up, without needing to replace existing equipment or relinquish control over their underlying systems.

This immediately alleviated concerns from hardware giants like Bitmain.

After all, the biggest fear for large companies is that once interfaces are unified, their technical barriers will disappear. Tether has preserved their core interests, making them willing to come to the table.

Moreover, Tether is moving at a rapid pace; during the Lugano Plan ₿ forum, MDK was just upgraded to version 0.11, with plans to release the first stable 1.0 version by the end of 2026.

However, if you think Tether is going through all this effort just to save a few programmers for mining farms, you are underestimating its true purpose: to bring AI into the mix.

Currently, Tether's self-developed QVAC mining AI agent is already running on the MDK framework as the first demonstration user.

Tether's CEO, Paolo Ardoino, has made it clear that future software will no longer just "watch the machines run" but will directly "manage the machines for people." If each machine speaks a different language, AI cannot operate on a large scale.

Once MDK connects all machines into a network, the person sitting in front of the computer will no longer be a duty engineer but an AI algorithm.

When faced with fluctuations in electricity prices, determining how to adjust power usage, which machine is overheating and needs to throttle down, and which batch of hash power should switch to a more profitable mining pool will no longer rely on manual monitoring but will be automatically instructed by AI within seconds.

++3. Aspirations Are High, but Risks Are Many++

Although Tether has painted a beautiful blueprint, there are currently three unavoidable challenges to making this truly operational.

The first issue is that the 15 giants have only signed a "commitment."

In the announcement on October 24, Tether only stated that these 15 companies "committed" to joining, without disclosing how many machines have already installed this system or what percentage of the total network hash rate it represents, or how much money it saves for mining farms.

From a verbal agreement to actually writing code into tens of thousands of mining machines, there are countless technical adjustments and negotiations over interests in between.

The second issue is that industry standards are never established simply by issuing an announcement.

In the past, there have been numerous attempts to unify standards in the mining industry, most of which ended in failure.

For example, the StratumV2 team on the list is already working on standardizing mining pool protocols.

Now, with two teams working on standards under one roof, it remains uncertain whether they will collaborate effectively or compete secretly.

The third and most concerning issue is the security risks of AI managing mining farms.

Industry media CryptoSlate has raised a sharp question: if the CEO wants AI to directly operate the mining farms, who will decide the boundaries of AI's authority?

It is important to note that the machines running in the mining farms are real industrial machines, consuming electricity worth real money.

If this AI, capable of mobilizing all hash power across brands, has a programming flaw or is hacked, there is no "undo button" in the real world. The consequences of damaging equipment or even causing grid instability are burdens that no one can afford.

Additionally, industry insiders have commented that Tether's actions are overly centralized in the Bitcoin world, and these giants may not genuinely cooperate. If they truly want to contribute to the industry, they should launch an open-source, decentralized solution.

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Tether's move is quite clear.

It holds the massive interest earned from issuing the stablecoin USDT and is now investing that money into the underlying software of Bitcoin.

It does not manufacture mining machines or build mining farms, but it aims to become the "big steward" that all mining farms cannot bypass.

Historically, those who set standards do not always end up victorious, but for an industry to achieve large-scale AI automation, it must first have unified standards.

Bitcoin mining is inherently an industry that consumes electricity through machines and deals purely in numbers, making it naturally suited for AI management.

However, when Tether paves the way and truly places AI in the driver's seat, mining farm owners must carefully consider whether the steering wheel is still in their hands.

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