Even Steven. Skill has value.
A machine grading a field seen from the air, the pass lines and the strip it has cut
Machines that learn

The machines are learning. Even Steven keeps it fair and square.

If you think AI is out to take what you know, you have good reason, and this page was written for you by people who run machines and are old enough to think the same. It says what a machine that learns is, in the words a crew uses, what gets learned, what it cannot do on a site, and where your name, your pay and your yes sit in it.

Where this starts

Machines are starting to learn it anyway, and most AI never asks.

The seat is becoming recordable, and whoever records it first sets the terms.

Most of what is called AI was built from people who were never asked and never paid, and if you do not trust it you are right not to. The people who wrote this run machines for a living, have heard every pitch, and do not trust it either. So Even Steven was built the other way round, on your terms. You are asked one agreement at a time, one yes for each thing and each one yours to take back. You are paid every hour it runs. You can end it. Your name is on it. And you own your skill, always and forever: nothing here takes it, buys it, moves it or learns it out of you.

Said the way it happens on the day: a kit goes on the controls a machine already has, a person works a shift the way they always have, and what comes out of that shift can teach another machine to work the same way, if the person said yes and is paid for it. What comes out is a way of working, which is this site's name for the part of your trade that was never written down, once it has been recorded, admitted and built. None of that needed anyone's permission to become possible. It became possible, and now there is a question about who it belongs to.

What Even Steven does is decide nothing. It is the instrument, which is a plain word here for the paper and the bookkeeping: the agreement you are asked to sign, the roster your name is held on, and the record of hours that pays you. What happens to you afterwards is written down in it before you sign. What is built from your record is a tool, made by us and run under your name, and the skill it was built from stays where it always was, in you. The agreement is called the covenant, and it is on this site, in plain words, before anybody is asked to sign one.

Why it is different, and who sets the terms
What the word means

A machine that learns is a machine given records instead of rules.

The long name for it outside the yard is artificial intelligence, and the short one is AI. The name is new. What is under it is old, and it is somebody's shift.

An older machine was told its rules in advance. Somebody sat down, thought of the cases they could think of, and wrote a rule for each one. It did what it was told and nothing else, and when the ground did something nobody had thought of, it had no answer to give.

A machine that learns is given a great many records of people doing the work instead, and it takes its answer from those records rather than from a list of rules. It is only as good as what it was given, and what it was given is somebody's shift. The shifts are the valuable part of it, and every one of them came off a person. Most AI got its shifts from people who were never asked and never paid. Everything on this site follows from those facts.

Where the difference shows

A rulebook cannot carry the day nobody wrote down.

The job that pays a specialist to turn up is never the ordinary one. Wet ground that will not hold a track. A bank that has to stay standing while the trench goes in beside it. A lift in wind, blind, with a crew underneath. Nobody learns those by doing them often, because they do not come up often, and no rule written at a desk covers the one in front of you.

An operator who has been there has an answer anyway, and the answer is not in any manual. It is in what they do with the stick a moment before the ground tells anyone else what it is about to do. A rulebook has never carried that part, and a record can. The record is made of you, and so is the answer in it.

A plant cab seen from the seat, the kit on the sticks and the road ahead through the glass

Told in advance

Somebody wrote a rule for every case they could think of, before anyone arrived on the ground. Nothing in it came off a person, so there was nobody to name and nobody to pay.

Taught from records

Records of people working, and an answer taken from them. Everything in it came off somebody, which is where the name belongs, where the payment belongs, and where the right to say no belongs. The record is the valuable thing, and it is made of you: asked for before it is made, paid for every hour it is in use, and yours to take out of service.

What gets learned

A way of working is the learned thing, and it has your name on it.

Built from your admitted sessions, away from any machine, signed by a named person, run under your name, and counted by the hour.

The word learning makes people picture something loose, as though a machine went off and absorbed you, and with most AI that picture is about right. It is nothing like that here. What is built from your record is a tool. There are steps, each one has a person's name on it, and each step can be walked up to and checked afterwards.

01

Asked for by name.

Somebody who has seen the person work asks for them by name. Nobody is picked from a ranking. On blind, wet or soft ground every measure you could rank by turns on you, so nothing here ranks, scores or rates anybody.

02

Recorded, nothing connected.

The person runs the machine as they always have. The recorder watches from outside it, wired to nothing, and a photograph of that state goes into the record. A session is one shift's recording, with its own name and its own seal, so it counts itself.

03

Admitted or refused.

Admitted means the record passed a written check before anyone learns from it, and the check is about equipment and paperwork alone. It is admitted, or refused with the reason named: a field missing, a consent that was not live, a set-up that cannot be shown. No check anywhere grades how you worked.

04

Built away from the machine.

We build a way of working from admitted records only, and we do it away from the machine. What reaches a machine is a release, which is the one thing of ours that crosses to a machine at all, and a named person signs it.

05

Chosen by name, and counted.

Before a job, a person on the crew picks whose way of working runs, by name. Their own name goes on the choice, and that choice starts the count, the hours your way of working was in use and the hours you are paid for.

So the learned thing is not a copy of you, it is not a picture of you, and it is not your skill taken out of you. It is a tool: one named way of working, for the family of machine it was taught on, and a family is a kind of machine rather than a make and number. It carries your name because the name is the point, it earns while you are somewhere else, and when you are gone it passes to your family for as long as the licence runs. That is ruled, and counsel is writing the clause.

A winter corridor from the air, a dozer working a graded strip through bush with snow either side
On the ground

No machine on a site is learning while it works.

The learning happens somewhere else, from records you said yes to, and what crosses to a machine is a release with a named person's signature on it.

Learned away from it

Nothing is learned on the machine.

On the day, that means the machine you climb into is not studying you and is not changing itself while you work. It carries what it was given before the shift, and nothing else, until a person releases something else to it.

What crosses is a signed release, and a named person signs it.

We build a way of working from admitted records, and we do it away from the machine. No machine on a site is learning while it works, and no machine is changing its own way of working between one pass and the next. Nobody on the crew is the subject of an experiment. The machine carries a released way of working or the basics it came with, which means the machine as its maker set it up, before any of this, and nothing in between.

What reaches a machine from us is a release. A named person signs it, and the record of what went into it is kept from the first day rather than assembled when somebody asks. If a release is ever wrong, there is a name on it, and the question of what went in and who signed is answered by the record.

Nothing of ours is connected to the machine while a person works either. The recorder cannot move a machine and it cannot stop one. It comes off and leaves no mark, and a photograph of the disconnected state goes into the record so that somebody can check it years later. Where there is any learning at all, it happens away from the machine, from records you said yes to, and you are paid for every hour of what is built from them.

Two uses of one record

One record can do two different jobs, and they are not the same yes.

A record can run a machine, or it can train a model. From where you are sitting those are not the same arrangement, and this site has never pretended they are.

A model learns from many people's records at once, and what it learned from you cannot be picked back out, so here it gets a yes of its own and nothing goes in without it. It is the AI most people mean when they say they do not trust it, and the distrust is fair. A way of working is the opposite shape: one person, one family of machine, one name on it, and it comes out the way it went in.

The difference shows in five places: what it runs on, whose name is on it, how it is counted, how it ends, and which yes it needs.

To run a machine

Your way of working, under your name.

Built from your admitted sessions and nobody else's. It runs on one family of machine, which is a kind of machine rather than a make and number.

Yours is the name on it. If a machine is working your way, it says so, and the name stays attached to you.

To train a model

Your record in with many others.

It has no machine of its own, and it does not run under your name on one family of machine. Your record goes in with a great many other people's.

No one person's name is on what comes of it. So it is asked for on its own, with the limit said before you answer.

To run a machine

Counted by the hour, and ended on notice.

It is counted by the hour it is in use, from the moment a person on the crew chose it by name, and those are the hours you are paid for.

Give notice and it comes out of service. No penalty, no clawback, no fee, and the job already running finishes. The yes it needs is the agreements on the covenant that cover recording, being combined with others, and running under your name.

To train a model

Counted its own way, and a yes of its own.

A model is not in use by the hour, so it is not counted the way a running machine is. A learning licence is counted its own way, for a stated use, a stated place and a stated term, and what it pays you goes on the covenant before you are asked.

Nothing new runs from the day your notice lands, and the material comes out at the next revision, with that date said first. Nobody here will tell you a model has forgotten you. The yes it needs is the fourth agreement, asked for on its own paper and never folded into another one.

The fourth yes

Why the yes for a model is asked on its own.

Consent here is not one signature. It is separate agreements, each given on its own and withdrawn on its own, so you can say yes to one and no to another and the no is honoured without emptying anything else.

Three of them cover a recording meant to run a machine. The second one mentions a built thing, which is what a machine ends up running once it has been made from admitted sessions. The fourth covers a record used to build a model, and it is what founds a learning licence and a derivative licence alike.

To be recorded at all

Permission to make the record. Nothing else follows from it.

To be combined with others

Permission for your work to go into one built thing with more than one person's way of working in it.

To run under your name

Permission for a way of working to be licensed under your name, for somebody else's job.

Take back a way of working and it stops being available, and nothing new runs under it. A model is not that shape. It learned from many people's records at the same time, and what it learned cannot be unpicked afterwards, so the limit on taking it back is a real one. A yes you cannot undo is not a yes to slip inside another paper, so it is never inside another paper.

A record used to train a model rather than to run a machine is a different thing, and none of the three above covers it. It is asked for on its own paper, in plain words, and never folded into another yes.

You are told the limit before you answer rather than after. Nothing new runs from the day your notice arrives, the material comes out at the next revision, and the date for that is said in front of you first. Being told the hard part before you decide, rather than reading it later, is what a fourth agreement is for, and it is the part most AI never offered anybody.

The covenant, clause by clause
The question everybody asks first

Does this replace you.

No, and the reason is in how a job starts rather than in a promise anybody made. Your skill is yours, always, whatever runs.

A machine carrying your way of working cannot start itself, cannot choose itself and cannot clear itself. Somebody walks around it in the morning. Somebody picks, by name, whose way of working runs, and writes their own name on the pick. Until that happens the machine has nothing to run on but the basics it came with.

A way of working proposes and never authorizes, so a machine running yours still needs a person on the crew to clear the job, on the day, and a person at the machine who can stop it. Whether anyone sits in the seat while it runs depends on the machine and is the owner's call, not ours. What is fixed here is that you are paid for every hour it runs, wherever it runs, under your name, and that you can end it. How many seats an owner runs, and who sits in them, was always the owner's call and it still is.

And it does not end your work. Everything you know is still in your hands tomorrow, on your own machine, for your own employer, at your own rate. What changes is that a second thing can earn while you are doing something else, and one day that will include the days your back has decided otherwise.

On a farm it is the opposite of being replaced: a way of running a tractor kept for the family that will farm that land after you. That has a page of its own.

What it cannot do

What a machine that learned your way cannot do.

Four things it cannot do, and not one of them is a setting somebody can change. It learned from you because you said yes and are paid for it, and none of that gives it a say.

  1. 01
    It cannot authorizeA way of working proposes. It never authorizes. A technique that has been loaded has no authority of its own, and nothing moves because a way of working was loaded. It offers the next move and waits for a person who outranks it.
  2. 02
    It cannot clear itselfFitted and ready are states a machine can reach on its own. Cleared to work is a person's word, given on the day, after the walk-around, and a machine cannot give it to itself. Yesterday's clearance does not carry over, and there is no default and no last-used.
  3. 03
    It cannot promote itselfHard safety limits outrank every person, and every person outranks the software. A way of working is software. It sits at the bottom of that order, it cannot promote itself, and no setting moves it up the list.
  4. 04
    It cannot run on nobody's choiceA machine that picks up yesterday's choice on its own has moved on nobody's authority. Choosing is an act, not a setting, and the act carries the name of the person who made it. A day when nobody chooses is a normal day, and a refusal is a fair answer.
What can be shown about a model afterwards

What the Tacit Tessera register can show about a model built under a learning or a derivative licence is what was licensed for it, and nothing about what the model now contains. A Knowledge Bill of Materials lists what was licensed, not what a model contains. Anybody who tells you a register can open a model and read your work back out of it is telling you something no register can do.

There are things it was never built to be either, and the claims below get made for things like this by people who would like to sell you one. We do not make them, and you should not accept them from anyone.

  • It does not own your skill, and neither do we. It is a tool built from a record you licensed, and the skill stays in you.
  • It does not make a machine faster. The hydraulics, the process and the material set that.
  • It is not an interlock, a guard or a stop, and no part of a safety case should rest on us.
  • It does not stand in for the walk-around, the start, or the person who says go.
  • It does not run a site without people. It proposes. A person authorizes, on the day, every day.
  • It does not grade you, score you or rank you, and no comparison of one person against another is sold.
The pens under construction seen from the air, the layout cut into the ground and machines at work
Fair and square

If a machine learns your way, you were asked first, and your name and your pay go with it.

The machines are learning. Even Steven keeps it fair and square.

Short answers

For the owner, the operator and the people who can say no.

If it is your way of working

A machine learns from records, and the records came off you, so you are asked before one is made and paid after. The record is made of your skill and Even Steven owns it for you, your name stays on it, you are paid for every hour it is in use, you can end it for nothing, and your skill is yours forever. A record used to build a model is a separate question with a separate yes, counted its own way for a stated use, place and term, and what it pays goes on the covenant before you are asked.

If you own the machines

Nothing on this page changes who clears a job on your site. A released way of working proposes and a person on your crew says go, every day. You license a named way of working, a tool that runs under the person's name, for the family of machine it was taught on, and the hours you are billed for are the hours the person is paid for, off one record.

Safety officer

Nothing is learned on a working machine, and nothing of ours is connected to one while a person works. The order of authority is unchanged: the machine's own limits, then every person, then the software, and any person can stop it by the machine's own means.

Legal and procurement

Consent comes apart into separate agreements, each given and withdrawn on its own, and a record used to train a model is not covered by the three that cover running a machine. The limit on taking that one back is stated before it is agreed, not after. Even Steven owns what is made of the person's skill, for them, and the skill itself stays theirs; what is built from the record is a tool run under the person's name. The terms go on the covenant in plain words before anyone signs.

If a machine is going to learn how you work, read the yes first.

Write to us with the arrangement you have been offered, or read ours. The covenant is where every term goes in plain words before anybody is asked to sign one.