The collection

Every essay — page 28

One idea per essay, ordered so that the earlier ones set up the later ones — but nothing here depends on being read in sequence.

Sums and comparison

Real games break into independent parts. Adding them up is the whole method, and comparing them is how it is checked.

The reversing move is the follower's. For each follower under which some gift horse escapes domination, the number of escapes, how many are reversed by Right's move inside the follower, and how many by a Right move in the base part. The follower's move reverses every one.

The follower does the reversing

The gift-horse theorem for the ordinal sum needs two cases, and the second — the added option is reversible — was counted and not described. Recorded move by move, the reversing answer is always Right's move inside the follower: on all 410 escapes under five followers, and on every one of the 2,628 gift horses under every follower that gives Right a move at all. The case split is by follower, not by horse.

6 figures · Ordinal sum
What survived, and what did not. The gift-horse theorem, the two-case proof and the one-line description of the reversal case, each scored on the day-three sweep and its mirror and on the day-four sweep and its mirror.

The split slips one day deeper

The reversal case of the gift-horse theorem was described in one line — the follower's own move reverses every gift horse, whenever the follower has one — and tested only where it was found. In the mirror it holds exactly, with 1 and −1 trading places. One day deeper it fails: under ↑ and ½, three gift horses on built day-four bases are not reversed by the follower's move. All three are dominated, so the theorem stands; the clean split by follower does not.

6 figures · Ordinal sum
The day-four figure, twenty draws at a time. Corrected day-four comparability from twenty seeds of each of two constructions, as dots on a percentage axis, with the range of day three's four slices shaded and the single figure the earlier essay reported marked. The seeds spread over about twelve points and the two constructions agree.

Twenty draws and a second recipe

Day four's comparability was reported as 60.6 per cent against day three's 59.7, from one built sample and one calibration. Built twenty times with each of two recipes whose biases differ by six points, and calibrated against all 1,474 day-three values rather than a quarter of them, the corrected figure spreads over twelve points from seed to seed and the two recipes agree within one standard error. The floor survives; the decimal was one draw.

6 figures · Comparison
Indistinguishable, until something is added. 567 pairs of unequal games that the 184 contexts cannot tell apart, negated, added to each of the 22 day-two values, and used as options of larger games. Adding a game separates them 1527 times out of 12474; the other two operations never do. Equality is broken by none of them.

The same parts, different wholes

Equality is worth having because equal parts make equal wholes: a game may be replaced by an equal one inside any sum and any larger position. The relation that 184 contexts define — no context tells the two apart — is exact on day three and merges a third of a sample of day four. Put 567 of its merged pairs through negation, addition and forming options, and it survives two of the three. Adding the same game to both separates them 1,527 times.

6 figures · Equality
What the stops settle. The four open entries of the outcome table over every sum of two day-two values, read by the four inequalities on the stops of a sum. The stops settle 176 of 369 and are never wrong; the other 193 all have a bound exactly on nought.

What a part would have to report

Outcome classes leave four entries of the addition table open. Give each part its two stops as well and four inequalities settle 176 of the 369 open day-two sums, never wrongly — and every sum they leave has a bound sitting exactly on nought. Used as a lookup table instead, even the whole thermograph with the outcome beside it leaves 96 sums undecided. Four outcomes do what no thermograph can: who wins a day-two position alone, beside −1, beside 1 and beside a star names it, and no three questions do.

7 figures · Additivity
The pairs level and the order does not. Corrected day-four figures under two recipes beside the honest day-three figures, for samples of 120. The share of comparable pairs is unchanged within its error; chains of three fall, wholly confused triples rise from 12.2% to about 14.8%, and the width rises from 19.7 to 29.4 and 30.3.

The pairs stand still and the order spreads

The share of pairs of game values the order can compare falls from 77.5 per cent on day two to 60 on day three and then stops: built twenty times under two recipes and calibrated, day four sits within two standard errors of day three. That looked like a floor under the order. Measured beyond pairs it is not. Chains of three keep falling, triples with no comparable pair keep rising, and the largest set of mutually confused values in a sample of 120 grows from about 20 to about 30 — every one of forty seeds wider than day three's mean. The floor belongs to one statistic, not to the order it summarises.

6 figures · Comparison
Wider stalls, deeper does not. Merged pairs in a sample of 495 day-four values under universes of sums of one to five day-two values (3044, 567, 212, 178, 147 pairs) and under the 985 day-three values, which merge none.

A universe grows by days, not by sums

A relation built from a sample of contexts can be repaired two ways: allow sums of more values, or allow values born a day later. On a sample of day four the first stalls — 147 pairs of different games stay merged from five summands to seven, through 25,696 contexts — while the 985 values of day three, a seventh as many, separate every pair. The reason is four lines long: the context that tells two games apart is always minus one of their options.

8 figures · Equality
A number from the mast does not finish the job. Eight reports a part could make, from its two stops to its value, with the number of sums no lookup table indexed by the report can decide. Beside day three: stops 19,036, stops and outcome 16,402, stops and who is to move when each ends 17,088, the atomic weight of each foot 14,924, the feet 5,842, the feet with who chooses 4,962, and with who is to move 3,164; the value leaves none. On day two the atomic weight leaves 159, more than the 136 left by the stops and the outcome.

A foot is a menu, not a number

When a sum's fight ends level on nought, the winner is decided by what is left at the foot of each part's fight, and the obvious number to report from there is the atomic weight. Over 32,428 sums of a day-two and a day-three value it leaves 14,924 undecided, and on day two it does worse than a single outcome letter. What sits at a foot is a choice, made by one player, with someone to move when it is made. Report all three and every sum of two cold parts is decided; 3,164 sums are still not, and each holds a hot part whose own fight is not the one played in company.

7 figures · Additivity

Temperature

How much is at stake, measured. Thermographs, cooling, and why a player moves where the game is hottest.

The thermograph of {5 | 1}. Temperature runs up the page and value across it. Each wall is where a player is willing to move once a tax of that much is charged per move; above the temperature at which they meet, neither wants to move and the position is worth its mean value. The height of the meeting point is what is at stake.

What is at stake

Some positions both players are desperate to move in, and some neither player wants to touch. The difference is a number — how much the move is worth — and it turns out to be the most useful single quantity for deciding where to play.

6 figures · Temperature
The thermograph of {5 | 1}. Temperature runs up the page and value across it. Each wall is where a player is willing to move once a tax of that much is charged per move; above the temperature at which they meet, neither wants to move and the position is worth its mean value. The height of the meeting point is what is at stake.

Reading a thermograph

A thermograph is two walls rising from a number line, closing in as the tax on moving increases, and meeting where the position stops being worth fighting over. Everything about a position's hotness is in the shape.

6 figures · Thermograph
Move where it is hottest. four independent components of one position, ordered by temperature. The temperature is how much a player loses by moving somewhere else instead, so the hottest component is the one to take — and a component that is already a number has no temperature at all, because nobody gains by moving in it.

Playing the hottest

Given several independent fights, play in the one with most at stake. The rule is simple, it is what strong Go players do without being told, it is provably close to optimal — and it is provably not optimal, which is the interesting part.

7 figures · Temperature
Cooling {5 | 1}, one degree at a time. The same position under a rising tax on moving. Each bar is what Left gets moving first and what Right gets moving first, once every move costs the tax. The bars close as the tax rises, and at the temperature they meet — and from there on the position is worth its mean value and neither player wants to touch it.

Cooling

Charge a tax on every move and a fight becomes a number. The height of tax at which that happens is the temperature — so cooling is not a technique for finding the temperature, it is what the temperature is.

7 figures · Temperature
The endgame, accounted for. Several independent regions, each a fight with a settled value and a size. The account plays them hottest first: add up what each is worth on average, then add the largest amount at stake, subtract the next, and so on down. The exact value of the whole position is computed beside it, and the figure prints both.

The endgame, accounted for

Add up what each region is worth, then add the biggest thing at stake, subtract the next, and so on down. On a board of simple fights the result is exact — and the moment one region has a fight inside it, the account is out by a point.

6 figures · Thermograph
{2 | 0} + {2 | 0} — where the temperature goes. Three thermographs on one frame: two positions and their sum. The mean of the sum is the sum of the means, every time. The temperature is not: it is bounded by the hottest of the parts and is often far below it, so the number that says how much is at stake in a whole board cannot be got by adding up the parts.

Two hot fights that add to a cold number

The mean of a sum is the sum of the means, every time. The temperature is not — it is bounded by the hottest part and is often far below it. Two positions each worth fighting over can add to a plain number that neither player wants to touch.

6 figures · Thermograph
{2 | 0}, added to itself. The value of n copies of one position, for each n, beside n times its mean and the smallest distance between the two. The mean value theorem says that distance stays bounded however many copies are piled up — and the bound is the position's temperature, which is what makes the temperature a second genuine measurement rather than a diagram-reading convenience.

The same fight, eight times over

The mean is not roughly what a position is worth. It is the number that eight copies of the position stay close to — and the theorem is that the closeness does not decay as the copies pile up. The gap stops at the temperature, and stays there for ever.

8 figures · Temperature

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