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Sustainable AI computing: read the bill before the slogan

Sustainable AI computing is the habit of tying a tool you actually use to a document you can open, instead of to a slogan about the climate. The useful documents are the vendor page, the power or hosting bill, and, only after you have copied a real energy line, the EPA greenhouse gas equivalencies calculator. The photograph is Fountain pen writing (literacy) by Petar Milošević, CC BY-SA 4.0, via Wikimedia Commons. It shows a pen on paper, not a laptop keyboard, and it is not a generated scene.

A reader who wants a ranking of chips, a percent of accuracy, or a year by which a company will be carbon free will not find those claims here. They were the reason an earlier draft failed review. Sustainable AI computing in this article means a record you can check next month. If this page and the EPA calculator disagree about what the calculator does, the EPA page controls. You type a number into that calculator only when the number came from a bill or a host page you copied, not from a headline.

Sustainable AI computing starts with the product name

Open the tool you used this week and copy the product name from the screen. A nickname the office uses in chat is not the name on the invoice, and a nickname is how two people end up describing two different services as if they were one. Write the date beside the name. If the product changed its label during the month, keep both labels and say which day you saw each one. A single undated name cannot be checked later.

Then write who pays. That might be your company, a client, or a personal card. If you cannot see the invoice, say so in a full sentence rather than estimating a share of the office electricity. An estimate that nobody can trace is not a footprint. It is a guess wearing the clothes of a measurement, and it will not survive a second reading.

If the host publishes a page about energy or emissions, copy the date you opened it and the label they use for the figure. If they publish no such page, write that the page is absent. Do not fill the absence with a news story about a different company. The concrete record is the product name, the payer, and either a copied label or a clear note that the label does not exist.

The bill is the only energy line that belongs on the card

A kilowatt-hour line, or the host’s own energy line, is useful only with its billing period. Copy both. Two periods are two lines, even when the product name stayed the same. Do not multiply the line by a factor this article does not print. Do not divide a shared office bill among the tools on the desk unless the person who owns the account has already written that split on the invoice. A shared bill stays a shared bill.

Training a model and sending a daily prompt are different uses. If the host’s page separates them, copy both labels in the host’s words. If the host does not separate them, do not invent the split because a blog told you training is the larger job. You may know that a long job ran on a certain day only when a log you can open says so. A memory of last month is not a log.

When the energy line is missing, stop the measurement there. Sustainable AI computing without a figure is a description of pages you opened, and that description is still worth keeping. It is not a carbon total. Leave the number blank rather than borrow one from a headline.

Open the EPA calculator only after the copy exists

The EPA greenhouse gas equivalencies calculator explains how to translate an energy or emissions figure into another unit. Read the page’s own description before you type. If your question is not the question the page is built to answer, close the tab. A calculator rewards whatever you type, including a number you invented on the way in, so the discipline is in the input, not in the output.

Write the inputs beside any result you keep. A result without its inputs cannot be repeated, and a result pasted into a headline looks like a finding when it is only arithmetic. If a colleague later challenges the figure, you should be able to point at the bill line and the date, then at the calculator page, in that order. If you cannot, delete the result from the note.

Do not treat the calculator as a verdict on a vendor. It does not know which chip you used, which region the servers sit in, or whether a certificate on a marketing page matches a power plant. It knows the quantity you typed and the conversion it documents. That is the whole of its job, and it is enough.

What a vendor page is allowed to contribute

Read the vendor page for a sentence about where the service runs, if they publish one. Copy that sentence. If they are silent, write that they are silent. Silence is a fact about the page. It is not permission to infer a region from how fast the screen loads. Latency is not a map.

If they name a renewable purchase or a certificate, copy the name of the document. Do not call a certificate the same thing as a power plant you have not read about. Those are different objects, and mixing them is how a status page becomes a climate claim. A status page that says the service was up on the day you looked is a separate line again. Uptime is not an energy figure, and it should not sit in the same sentence as one.

A contract can change the sentence you copied. Store the contract date next to the card, and read the renewal before you keep last year’s line. Other posts on this site about assistants or income are different articles. Do not drag their claims into this note, and do not let a slide that says green replace the bill.

How a shared office keeps one honest card

Several tools can sit on one invoice. List the tools you use, and write that the bill is shared. Ask the person who pays whether they will show you the line. If they will not, the card says they will not, and you still have the product name. Do not build a dashboard to make the gap look smaller. A dashboard of guesses is harder to audit than a short note with a blank.

A colleague may add an invoice they control. They should not add a slogan, and they should not add a percent they cannot point at. If they write a percent, ask for the page. If they cannot open it, take the percent off the card. Two people may keep two notes only until both can see the same documents. After that, merge them. Two versions of one topic are how the same article gets filed twice, which this piece is written to avoid.

The twin draft on this same subject stays unpublished. If someone finds the other title, send them here rather than rewriting that draft into a second article. One topic gets one card. The card stands on the pages you open, not on an earlier version that named scores and deadlines.

A month later, read it again

If the product changed, start a new card. Do not edit the old card so that it flatters the new vendor sentence. If the billing period changed, copy the new period underneath the old one. A stack of dated cards is a log. It is not a study, and it is not an average you can announce. Averaging blank months with full months produces a number that describes neither.

Photograph the product name on the screen, and photograph the energy line on the bill only if you are allowed to keep that image. Store both with the card. Do not post the bill. If a digit is blurry, write that it is blurry and do not complete it from memory. A photograph of a data center you do not operate is not your evidence, so leave it out of the folder.

Next quarter, if the date on the card is old, open the vendor page and the bill again. Pages change. The habit does not. Sustainable AI computing, kept this way, is a paperwork practice you can hand to the next person on the account without asking them to trust a speech.

Where the article stops

It stops at the page, the bill, and the calculator inputs. It does not forecast a grid, rank a chip, or describe what a company achieved. It does not say a specialist model is more accurate than a general one, and it does not print a year by which anyone will be carbon free. Those sentences need sources this article refuses to invent.

The EPA page remains the place that explains its own calculator. The vendor page remains their words. Your bill remains your bill. Keep the card with the account, not in a slide deck that nobody can audit. The practical tip is to copy the product name and the billing period onto one dated note before you open the calculator, and to leave the energy line blank when the bill does not show it.

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