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Map: Roosa Gap State Forest

I am not so opposed to AI Data Centers 🤖

AI and data centers are the latest hype that the popular media is obsessing about. There is a lot of money flowing into the development of artificial intelligence and the processing of data that supports AI. Still color me skeptical – there is a lot of proposed projects that will never get beyond the planning stages – and even more that will be abandoned after partial construction.

That doesn’t mean that we don’t need more upgrades to electrical distribution center, or that warehouses and increased internet connectivity can’t be put to good use. Maybe for the first time, Rural America will get good internet access, as upgrades for data centers is laid.

As they say, you can extrapolate any trends to non-sensible conclusions, all growth eventually is unsustainable. And it’s not like AI isn’t useful for things, beyond the cheap thrills of chat bots, free writing services, and cute memes. Indeed, AI in many ways is a force multiplier – it expands how much a person can do themselves – by automating and pulling together information in ways a single person or institution can not do on their own.

I have my doubts that AI will take over the world. I also have my doubts that AI will dramatically increase electricity use to levels shown in projections. But I do think it can have modest gains in productivity for many industries, and it will take some electricity, though far less then the out year projections will show.

Computers by Malvina Reynolds

Computers, computers, computers wherever you turn.
Those chips are so loaded with hot information
You’d think they would burn.
Some of it’s factual, actual,
Some of it’s made of thin air.
Whatever gets in a computer
Stays there.

You can put almost anything in there that comes to your mind.
The programmer gets lost in the shuffle, the scuffle,
The dope stays behind.
Some of its factual, actual,
Some of it is double-faced.
Whatever gets in a computer
Isn’t erased.

Our lives have been fed to computers, every thought, every dream,
Everything that we’ve bought that has rusted or busted
Or split at the seam,
Every up, every down,
Every howl, every glimmer of luck.
When something gets in a computer
It’s stuck.

The stuff that we have in our heads is a different affair.
We’ve hoarded and sorted, amended and bended
And let in the air.
But computer banks grow like a cancer,
They can always produce a wrong answer
And they never are troubled with doubt.
And once you get in a computer
You never get out.

So why no 128-bit computers?

If you are of a certain age, you likely remember when computers were 32-bit or even 16-bit if you are really old and remember the 8086 used on the first generation of IBM PC and the 6502 used on the Apple II. Indeed 8-bit and 16-bit micro-controllers are still commonplace for simpler applications that do not need to address more then a few bytes of memory.

Bit size defines two things:

  • How much memory you can address
  • How big of number a processor can compute in a single register

Maximum Addressable Memory Chart

CPU ArchitectureAddressable BytesMaximum Memory Capacity
8-bit28 bytes256 Bytes
16-bit216 bytes64 Kilobytes (KB)
32-bit232 bytes4 Gigabytes (GB)
64-bit264 bytes16 Exabytes (EB)
  • Exponential Growth: Adding just one bit doubles the addressable memory space.
  • 32-bit Limit: This 4 GB limit is why older computers could not utilize 8 GB of RAM.
  • 64-bit Future: 16 Exabytes is roughly 16 billion gigabytes, meaning we will not run out of address space anytime soon.
  • Physical Limits: Most modern 64-bit processors physically implement only 48-bit or 52-bit addressing to save costs, capping actual limits at 256 Terabytes or 4 Petabytes.

Not Much of a Need to Go to 128-bit Computing

128-bit general-purpose computers will likely never become commonplace for consumer use. While the tech industry transitioned from 16-bit to 32-bit, and 32-bit to 64-bit, the jump to a 128-bit architecture offers virtually zero practical benefit for everyday applications, gaming, or standard software. 

The breakdown below explains why 64-bit is effectively the permanent ceiling for general computing, and how 128-bit math is already handled. 

The Myth of “Bigger Bits Mean Faster Speed”

A common misconception is that a 128-bit computer would be twice as fast as a 64-bit computer. In reality, “bitness” in general-purpose CPUs primarily determines two things: register size (the size of numbers the CPU can process in a single basic step) and address space (how much RAM the system can physically track). 

  • The 64-bit Limit is Astronomical: A 64-bit system can theoretically address up to 16 exabytes (16 billion gigabytes) of RAM. For context, a high-end personal computer typically utilizes 16 to 64 gigabytes.
  • The Reality of 128-bit: A 128-bit address space could map 340 undecillion distinct memory locations. This is enough to assign a unique byte of memory to every single atom on the surface of the Earth, which is entirely useless for a consumer device. 

Because humans will never require exabytes of memory in a personal device, the financial cost and engineering complexity of upgrading mainstream operating systems and CPUs to a 128-bit standard simply yields diminishing returns

Why a General Purpose 128-Bit Processor is Not Necessarily Faster

A 128-bit processor would not inherently be faster than a 64-bit processor for everyday computing. Bit size determines how much data a CPU can process in one single step and how much memory it can track, not the speed of the processor clock.

  • Data Size Match: Most everyday data (text, simple numbers) fits comfortably inside 32 or 64 bits.
  • Wasted Space: Processing a 32-bit number on a 128-bit processor leaves 96 bits empty, wasting energy and hardware resources.
  • No Clock Speed Boost: Speed depends on clock cycles (Gigahertz) and architecture design, not register width.

Where 128-Bit (and Higher) Tech Already Exists in Your Processor Today

While you won’t see a “128-bit operating systems” in the near future, today’s commonplace 64-bit hardware already handles 128-bit (and larger) data chunks when necessary through specialized sub-systems. 

  • Vector Processing (SIMD): Modern 64-bit processors use extensions like AVX or SSE to handle 128-bit, 256-bit, or even 512-bit registers. This allows the computer to bundle multiple smaller numbers together and crunch them simultaneously, which is critical for video rendering, 3D gaming, and AI tasks.
  • Graphics Cards (GPUs): Modern GPUs routinely use 128-bit, 256-bit, or 384-bit memory buses to rapidly move massive amounts of visual data.
  • Software Demands: Certain software protocols use 128 bits for network addressing (IPv6) or data identification (UUIDs). However, a standard 64-bit CPU can process these numbers in just two sequential clock cycles without needing an entirely redesigned 128-bit chip architecture. 

The Future Beyond 64-Bit

Instead of widening the bit architecture of traditional CPUs, the technology sector has pivoted toward completely different avenues to improve computer performance. Rather than waiting for 128-bit chips, the next major evolutionary leaps in commercial tech are focused on: 

  • Expanding multi-core parallel processing
  • Engineering dedicated AI accelerators and NPUs (Neural Processing Units)
  • Transitioning to quantum computing architectures for high-level cryptography and scientific modeling
Thematic Map: Median Age Vermont
Thematic Map: Median Household Income in New York State, a Hexagram

Halter launches direct-to-satellite virtual fence collars

Halter launches direct-to-satellite virtual fence collars

The lure of virtual fencing has been on some ranchers’ minds as more and more offerings become available in the U.S. This is driven by the rising cost of physical fencing and an increased interest in precision grazing practices.

Companies offering virtual fencing have primarily relied on base towers or cell signal to manage cattle grazing, but one company has taken away the need for these towers. According to a recent announcement, Halter has launched direct-to-satellite smart collars, which allow ranchers to manage cattle anywhere they can see the sky.?