๐Ÿพ The Clumsy Sommelier โ€” Champagne Fountain Puzzle

Ages: 11โ€“14  ยท  Duration: 90 minutes  ยท  Topics: Combinatorics, Recurrence Relations, Geometric Series, Symmetry
Source: FSJM โ€” 38th Competition, Challenge 14 (2024)


Part 0 โ€” Warm-Up: Cascading Cups (10 min)

The Big Idea

"Imagine stacking paper cups in a triangle: 1 cup on top, 2 cups below, 3 cups on the bottom row. You pour water into the top cup. When it overflows, the excess spills equally into the 2 cups directly below. What happens?"

๐Ÿ—ฃ๏ธ "Turn to your neighbour โ€” how much water do you need to pour into the top cup to fill all 6 cups?"

Wait โ€” let's start even simpler!

One-Dimensional Warm-Up

Stack 3 cups in a single column: cup A on top, cup B in the middle, cup C at the bottom. Each cup holds exactly 1 litre. When a cup overflows, all the excess flows down into the next cup.

Pour into AA keepsB receivesB keepsC receivesC keepsWasted?
1 L10000No
2 L11100No
3 L11111No
4 L111111 L wasted!

โœ‹ "Notice: in a single column, there's no waste until you overshoot. You need exactly 3 litres. But what happens when cups branch โ€” when one cup feeds multiple cups below?"

The Triangular Mini-Tower

Now let's try 3 rows: 1 cup on top, 2 in the middle, 3 on the bottom. When a cup overflows, excess splits equally between the 2 cups directly below it.

    [A]           Row 1: 1 cup
   [B][C]         Row 2: 2 cups
  [D][E][F]       Row 3: 3 cups

โœ๏ธ "Work independently for 2 minutes: if we pour $C$ litres into cup A, how much does each bottom cup receive?"

Tracing the flow:

So the bottom row receives:

CupSourcesAmount Received
D (corner)B only$\frac{C-3}{4}$
E (centre)B and C$\frac{C-3}{4} + \frac{C-3}{4} = \frac{C-3}{2}$
F (corner)C only$\frac{C-3}{4}$
๐Ÿ’ก The centre cup E gets twice as much as the corner cups D and F! The corners are the bottleneck.

For all cups to be full, the corners must get at least 1:

$$\frac{C-3}{4} \ge 1 \quad\Longrightarrow\quad C \ge 7$$

At $C = 7$: corners get exactly 1, centre E gets 2 (overflows 1, which is wasted).

$$\text{Waste} = C - 6 = 7 - 6 = \boxed{1 \text{ litre}}$$

Key Rule

When flow branches, corners starve while centres feast. The corner of each level receives from only one source above, while interior positions receive from several. This makes the corner the hardest position to fill โ€” and the key to the whole puzzle.

Part 1 โ€” The Simplified Version: Mini Square Pyramids (โ‰ˆ 15โ€“20 min)

Setting the Scene

Now let's switch from triangles to squares. A sommelier stacks champagne flutes in a square pyramid:

Each flute holds exactly 1 unit of champagne. When a flute overflows, the excess splits equally among the 4 flutes directly below it. On the bottom level, any overflow is wasted.

Question: For a 3-storey square pyramid ($1 + 4 + 9 = 14$ flutes), how much champagne is wasted by the time all flutes are full?

Worked Example: 2-Storey Pyramid

Let's start even smaller โ€” a 2-storey pyramid: 1 flute on top, $2 \times 2 = 4$ flutes below (5 total).

T A B C D Level 1: 1 flute Level 2: 4 flutes (2ร—2) Each arrow carries ยผ of overflow

Flute T overflows โ†’ excess splits 4 ways to A, B, C, D. By symmetry, each bottom flute gets $\frac{C-1}{4}$.

For all to be full: $\frac{C-1}{4} \ge 1 \implies C \ge 5$.

At $C = 5$: each bottom flute gets exactly 1. Waste = 0! ๐ŸŽ‰

๐Ÿ’ก "Why zero waste? Because all 4 bottom flutes are identical by symmetry โ€” they all fill at the same rate. No one starves!"

Worked Example: 3-Storey Pyramid

Now the interesting case: $1 + 4 + 9 = 14$ flutes.

Level 1 (top): 1 flute. Receives $C$. Overflow: $C - 1$.

Level 2: $2 \times 2 = 4$ flutes. By symmetry, each gets $\frac{C-1}{4}$. Overflow from each: $\frac{C-1}{4} - 1 = \frac{C-5}{4}$.

Level 3: $3 \times 3 = 9$ flutes. Each level-2 flute at position $(i, j)$ sends overflow to four level-3 positions: $(i, j)$, $(i+1, j)$, $(i, j+1)$, $(i+1, j+1)$. So each bottom flute receives $\frac{1}{4}$ of the overflow from every level-2 flute sitting above it.

Let's count how many sources feed each level-3 position:

Position(s)TypeSources from Level 2Count
$(1,1), (1,3), (3,1), (3,3)$Corner1 level-2 flute1
$(1,2), (2,1), (2,3), (3,2)$Edge2 level-2 flutes2
$(2,2)$Centre4 level-2 flutes4

Each source provides $\frac{1}{4}$ of its overflow $\frac{C-5}{4}$, which is $\frac{C-5}{16}$ per contribution.

TypeCountChampagne ReceivedAt $C = 21$
Corner4$1 \times \frac{C-5}{16} = \frac{C-5}{16}$$1$
Edge4$2 \times \frac{C-5}{16} = \frac{C-5}{8}$$2$
Centre1$4 \times \frac{C-5}{16} = \frac{C-5}{4}$$4$

The corners receive the least. Setting $\frac{C-5}{16} = 1$ gives $C = 21$.

Verification: At $C = 21$, bottom-level flutes receive:

$$\text{Total waste} = 0 + 4 + 3 = 7$$ โœ… Check: $21 - 14 = 7$. โœ“

The Key Insight

Lesson: The corner of each level is the bottleneck because it receives from only one flute above. Tracing the path from the top corner down to the bottom corner โ€” the "corner chain" โ€” tells us exactly how much champagne we need: $$\text{Top} \xrightarrow{\div 4} \text{Level 2 corner} \xrightarrow{\div 4} \text{Level 3 corner}$$ The corner chain is the key to solving the full puzzle!

Part 2 โ€” The Real Challenge โญ (โ‰ˆ 20โ€“25 min)

The Problem

FSJM Competition โ€” Challenge 14: Clumsy Sommelier

A sommelier prepares a champagne fountain. He places 25 flutes in a square, then places 16 flutes in a square on top, then 9, then 4, then 1 to obtain a 5-storey pyramid.

He then pours champagne into the top flute until all are full. When one flute overflows, the excess flows evenly into the four flutes below. But for the flutes at the very bottom that overflow, the excess is wasted.

How much champagne will have been wasted by the time all the flutes are filled?
Give the answer in number of flutes (whole number or irreducible fraction).

Step 1: Count the Flutes

Total flutes in the pyramid:

$$1^2 + 2^2 + 3^2 + 4^2 + 5^2 = 1 + 4 + 9 + 16 + 25 = 55$$

โœ‹ "Does anyone recall the formula for the sum of the first $n$ squares?"

$$\sum_{k=1}^{n} k^2 = \frac{n(n+1)(2n+1)}{6}$$

Check: $\frac{5 \times 6 \times 11}{6} = 55$. โœ“

Step 2: Identify the Bottleneck

๐Ÿ—ฃ๏ธ "From Part 1, which position on the bottom layer fills last? Turn to your neighbour and discuss!"

The corner of each level is the bottleneck. Let's trace the corner chain โ€” the sequence of corner flutes from top to bottom.

The corner at level $k$ receives overflow from only one flute above: the corner at level $k - 1$. The overflow splits 4 ways, and the corner below gets exactly $\frac{1}{4}$ of it.

If $T_k$ = total champagne flowing into the corner of level $k$:

$$T_1 = C \qquad\text{(total poured into the top)}$$ $$T_{k+1} = \frac{T_k - 1}{4} \qquad\text{(corner below gets }\tfrac{1}{4}\text{ of overflow)}$$
๐Ÿ’ก "Why $T_k - 1$? Because the flute keeps 1 unit (its capacity) and overflows the rest."
๐Ÿ’ก "Why $\div 4$? The overflow splits equally among 4 flutes below, and the corner is just one of those four."

Step 3: Work Backwards from the Bottom

๐Ÿงฉ "Challenge: try this before I show the answer!"

For ALL flutes to be full, the bottom corner must receive at least 1 unit: $T_5 \ge 1$.

The absolute minimum is $T_5 = 1$ (just barely full). Working backwards:

Level $k$Required $T_k$Computation
5 (bottom)$1$Given: just full
4$5$$T_4 = 4 \times 1 + 1 = 5$
3$21$$T_3 = 4 \times 5 + 1 = 21$
2$85$$T_2 = 4 \times 21 + 1 = 85$
1 (top)$341$$T_1 = 4 \times 85 + 1 = 341$
๐Ÿ’ก "Where does the formula $T_k = 4 \times T_{k+1} + 1$ come from? Rearranging $T_{k+1} = (T_k - 1)/4$ gives $T_k = 4 T_{k+1} + 1$. We need the flute to be full ($+1$ for capacity) and send enough overflow for 4 copies of what the next corner needs ($\times 4$)."

So we must pour $C = 341$ flutes' worth of champagne into the top!

Step 4: Compute the Waste

Every flute in the pyramid holds exactly 1 unit. There are 55 flutes total. All champagne that isn't held by a flute is wasted:

$$\text{Waste} = C - 55 = 341 - 55 = \boxed{286}$$

Verification: Does the Conservation Check Out?

Let's verify by adding up the waste from each bottom-layer position. At $C = 341$, the 6 distinct position types on the $5 \times 5$ bottom layer:

TypePositionsCountReceivedWaste each
Corner$(1,1)$, $(1,5)$, $(5,1)$, $(5,5)$4$1$$0$
Near-corner edge$(1,2)$, $(2,1)$, etc.8$\frac{73}{16}$$\frac{57}{16}$
Mid-edge$(1,3)$, $(3,1)$, $(3,5)$, $(5,3)$4$\frac{57}{8}$$\frac{49}{8}$
Inner corner$(2,2)$, $(2,4)$, $(4,2)$, $(4,4)$4$\frac{311}{16}$$\frac{295}{16}$
Inner edge$(2,3)$, $(3,2)$, $(3,4)$, $(4,3)$4$\frac{119}{4}$$\frac{115}{4}$
Centre$(3,3)$1$\frac{181}{4}$$\frac{177}{4}$

Total waste:

$$4(0) + 8\!\left(\frac{57}{16}\right) + 4\!\left(\frac{49}{8}\right) + 4\!\left(\frac{295}{16}\right) + 4\!\left(\frac{115}{4}\right) + 1\!\left(\frac{177}{4}\right) = \frac{4576}{16} = 286 \quad\checkmark$$

Dead-End: Why Tracking Every Flute Is Overwhelming

๐Ÿšซ The brute-force trap: A student might try to compute the champagne received by all 55 flutes individually, tracking every flow path through the 5-layer network. That's $1 + 4 + 9 + 16 + 25 = 55$ flutes, each potentially receiving from up to 4 sources. The bookkeeping is enormous!

The corner-chain shortcut collapses this into a 5-step calculation. The key insight: you only need to track the single flute that fills last.

โ˜• Break (5 min)


Part 3 โ€” Theory & Formalisation: Recurrence Relations (โ‰ˆ 10โ€“15 min)

The Theorem: Linear Recurrences with Constant Coefficients

We discovered that the "corner chain" satisfies:

$$T_{k+1} = \frac{T_k - 1}{4}$$

or equivalently, reading bottom-to-top:

$$T_k = 4 \, T_{k+1} + 1$$

This is a linear recurrence relation โ€” a rule that tells you each term from the previous one. It appears everywhere in mathematics and computer science: population growth, compound interest, fractal dimensions, algorithm analysis.

Let's solve it to find a closed-form formula (a direct expression without recursion).

Solving the Recurrence

We want to solve $f(n) = 4\,f(n-1) + 1$ with $f(1) = 1$.

๐Ÿ’ก "The trick is to find a constant $c$ such that $f(n) - c = 4(f(n-1) - c)$. Expanding: $f(n) = 4\,f(n-1) - 3c$. Comparing with $f(n) = 4\,f(n-1) + 1$, we need $-3c = 1$, so $c = -\frac{1}{3}$."

Define $g(n) = f(n) + \frac{1}{3}$. Then:

$$g(n) = f(n) + \frac{1}{3} = 4\,f(n-1) + 1 + \frac{1}{3} = 4\left(f(n-1) + \frac{1}{3}\right) = 4\,g(n-1)$$

So $g(n)$ is a geometric sequence with ratio 4!

$$g(n) = g(1) \times 4^{n-1} = \left(1 + \frac{1}{3}\right) \times 4^{n-1} = \frac{4}{3} \times 4^{n-1} = \frac{4^n}{3}$$

Therefore:

$$f(n) = g(n) - \frac{1}{3} = \frac{4^n}{3} - \frac{1}{3} = \frac{4^n - 1}{3}$$

Concrete Examples

$n$$f(n) = \frac{4^n - 1}{3}$Check: $4\,f(n-1) + 1$
1$\frac{4-1}{3} = 1$base case โœ“
2$\frac{16-1}{3} = 5$$4(1)+1 = 5$ โœ“
3$\frac{64-1}{3} = 21$$4(5)+1 = 21$ โœ“
4$\frac{256-1}{3} = 85$$4(21)+1 = 85$ โœ“
5$\frac{1024-1}{3} = 341$$4(85)+1 = 341$ โœ“
๐Ÿ’ก "Why does $4^n - 1$ always divide by 3? Because $4 \equiv 1 \pmod{3}$, so $4^n \equiv 1^n = 1 \pmod{3}$, meaning $4^n - 1 \equiv 0 \pmod{3}$."

The Waste Formula

For an $n$-storey pyramid, the total number of flutes is $\sum_{k=1}^{n} k^2 = \frac{n(n+1)(2n+1)}{6}$.

The total champagne poured is $C(n) = \frac{4^n - 1}{3}$.

The waste is:

$$W(n) = \frac{4^n - 1}{3} - \frac{n(n+1)(2n+1)}{6}$$
$n$Pour $C(n)$FlutesWaste $W(n)$
1110
2550
321147
4853055
534155286
61365911274

โœ‹ "Notice how the waste grows explosively! For just 6 storeys, you waste 1274 flutes' worth โ€” 14 times the capacity of the pyramid! The exponential $4^n$ dominates the polynomial $n^3/3$."

Mini-Exercise (pair work)

ProblemAnswer
Compute $C(7)$$(4^7 - 1)/3 = 16383/3 = 5461$
How many flutes in a 7-storey pyramid?$7 \times 8 \times 15 / 6 = 140$
Waste for 7 storeys?$5461 - 140 = 5321$
What fraction of champagne is wasted for $n = 5$?$286/341 \approx 83.9\%$

Solution 1 โ€” Layer-by-Layer Simulation ๐Ÿฅ‰ Bronze

Prerequisites: Arithmetic, tables

Setup

The most direct approach: compute how much champagne every single flute receives, layer by layer. Each flute either sits in a corner (1 source above), on an edge (2 sources), or in the interior (4 sources).

Computation

We pour $C$ into the top and track everything:

Level 1: 1 flute. Receives $C$. Overflow: $C - 1$.

Level 2: 4 flutes, all identical by symmetry.

Level 3: 9 flutes in 3 types.

TypeCountReceivedOverflow
Corner4$\frac{C-5}{16}$$\frac{C-21}{16}$
Edge4$\frac{C-5}{8}$$\frac{C-13}{8}$
Centre1$\frac{C-5}{4}$$\frac{C-9}{4}$
๐Ÿ’ก "Where does $\frac{C-5}{16}$ come from? Each level-2 flute overflows $\frac{C-5}{4}$. That overflow splits 4 ways. The corner of level 3 gets from ONE source: $\frac{1}{4} \times \frac{C-5}{4} = \frac{C-5}{16}$."

Level 4: 16 flutes in 3 types.

TypeCountReceivedOverflow
Corner4$\frac{C-21}{64}$$\frac{C-85}{64}$
Edge8$\frac{3C-47}{64}$$\frac{3C-111}{64}$
Interior4$\frac{9C-109}{64}$$\frac{9C-173}{64}$

Level 5 (bottom): 25 flutes in 6 types.

TypeExampleCountReceivedAt $C = 341$
Corner$(1,1)$4$\frac{C-85}{256}$$1$
Near-corner edge$(1,2)$8$\frac{C-49}{64}$$\frac{73}{16}$
Mid-edge$(1,3)$4$\frac{3C-111}{128}$$\frac{57}{8}$
Inner corner$(2,2)$4$\frac{C-30}{16}$$\frac{311}{16}$
Inner edge$(2,3)$4$\frac{3C-71}{32}$$\frac{119}{4}$
Centre$(3,3)$1$\frac{9C-173}{64}$$\frac{181}{4}$

Setting the minimum (corners) to 1: $\frac{C-85}{256} = 1 \implies C = 341$.

Result

$$\text{Waste} = 341 - 55 = \boxed{286}$$

Verification

Sum of all waste from bottom layer:

$$4(0) + 8\!\left(\frac{57}{16}\right) + 4\!\left(\frac{49}{8}\right) + 4\!\left(\frac{295}{16}\right) + 4\!\left(\frac{115}{4}\right) + 1\!\left(\frac{177}{4}\right) = \frac{4576}{16} = 286 \quad\checkmark$$

Solution 2 โ€” The Corner Chain ๐Ÿฅˆ Silver

Prerequisites: Basic fractions

Key Observation

Forget about 55 flutes โ€” we only need to track one: the corner.

At each level, the corner flute sits at position $(1,1)$. It receives overflow from only the corner of the level above. This creates a chain: the corner of level 1 feeds the corner of level 2, which feeds the corner of level 3, and so on. Each step divides the overflow by 4.

Derivation

Let $T_k$ = champagne flowing into the corner of level $k$.

$$T_1 = C, \qquad T_{k+1} = \frac{T_k - 1}{4}$$

For all flutes to be full, we need $T_5 \ge 1$ at a minimum. Setting $T_5 = 1$ and working backwards:

$$T_5 = 1$$ $$T_4 = 4(1) + 1 = 5$$ $$T_3 = 4(5) + 1 = 21$$ $$T_2 = 4(21) + 1 = 85$$ $$T_1 = 4(85) + 1 = 341 = C$$
๐Ÿ’ก "Each level multiplies by 4 and adds 1. The 'multiply by 4' accounts for the overflow splitting 4 ways โ€” the corner gets only $\frac{1}{4}$ of it. The 'add 1' accounts for the flute's own capacity."

Why Is the Corner the Last to Fill?

Every other position on a given level receives from more sources:

Meanwhile the corner gets from 1 flute โ†’ only $\frac{1}{4}$ share. So corners always receive the least, and the bottom corner fills last.

Result

$$\text{Waste} = C - 55 = 341 - 55 = \boxed{286}$$

Solution 3 โ€” The Closed-Form Formula ๐Ÿฅ‡ Gold

Prerequisites: Geometric series, exponents

Setup

From Solution 2, the minimum pour for an $n$-storey pyramid satisfies:

$$f(n) = 4\,f(n-1) + 1, \qquad f(1) = 1$$

Derivation

Recognise the pattern:

$n$$f(n)$In another form
11$4^0$
25$4^1 + 4^0$
321$4^2 + 4^1 + 4^0$
485$4^3 + 4^2 + 4^1 + 4^0$
5341$4^4 + 4^3 + 4^2 + 4^1 + 4^0$

This is a geometric series with first term 1 and common ratio 4:

$$f(n) = \sum_{k=0}^{n-1} 4^k = \frac{4^n - 1}{4 - 1} = \frac{4^n - 1}{3}$$
๐Ÿ’ก "Where does the geometric series formula come from? Let $S = 1 + 4 + 4^2 + \cdots + 4^{n-1}$. Then $4S = 4 + 4^2 + \cdots + 4^n$. Subtract: $4S - S = 4^n - 1$, so $S = \frac{4^n - 1}{3}$."

For $n = 5$:

$$C = \frac{4^5 - 1}{3} = \frac{1024 - 1}{3} = \frac{1023}{3} = 341$$

Result

$$W(5) = \frac{4^5 - 1}{3} - \frac{5 \times 6 \times 11}{6} = 341 - 55 = \boxed{286}$$

Verification

The formula $f(n) = \frac{4^n-1}{3}$ satisfies the recurrence:

$$4 \cdot f(n-1) + 1 = 4 \cdot \frac{4^{n-1}-1}{3} + 1 = \frac{4^n - 4}{3} + \frac{3}{3} = \frac{4^n - 1}{3} = f(n) \quad\checkmark$$

Solution 4 โ€” Generalising to Split Factor $s$ ๐ŸŽ“ Diamond

Prerequisites: Geometric series, dimensional reasoning

Setup

What if the overflow split weren't 4-way? In general, with split factor $s$, the corner-chain recurrence is:

$$f(n) = s \cdot f(n-1) + 1, \qquad f(1) = 1$$

The solution is:

$$f(n) = \frac{s^n - 1}{s - 1}$$

Full Table

Split $s$$f(5)$FlutesWasteWaste %
1 (column)5500%
2 (binary)31151652%
3 (triangular)121358671%
4 (square)3415528684%
8 (cubical)37449553739499.9%

Result

For the original 5-storey square pyramid ($s = 4$, $n = 5$): $$\boxed{W = 286}$$

Interactive Simulation ๐ŸŽฎ

Watch champagne cascade through the pyramid! Click Pour to start, or adjust the slider to control how much champagne is poured.

๐Ÿพ Open 3D Isometric View (Three.js)

341 flutes

Summary โ€” The Answer

QuantityExact ValueApproximate
Total champagne poured$\frac{4^5 - 1}{3} = 341$ flutesโ€”
Total pyramid capacity$55$ flutesโ€”
Champagne wasted$\boldsymbol{341 - 55 = 286}$ flutesโ€”
Waste as fraction of pour$\frac{286}{341} = \frac{26}{31}$$\approx 83.9\%$

Why Multiple Solutions?

MethodKey IdeaPrerequisites
Solution 1 โ€” Simulation ๐Ÿฅ‰Track all 55 flutes, layer by layerFractions, tables
Solution 2 โ€” Corner Chain ๐ŸฅˆOnly track the corner: $T_{k+1} = (T_k - 1)/4$Fractions
Solution 3 โ€” Closed Form ๐Ÿฅ‡Solve the recurrence: $C = (4^n - 1)/3$Geometric series
Solution 4 โ€” Generalisation ๐ŸŽ“Replace 4 with any split factor $s$Series, dimensional reasoning

Extensions & Challenge Problems ๐Ÿงฉ

๐Ÿฅ‰ Bronze

  1. Tiny pyramid. Compute the waste for a 4-storey square pyramid by hand.
  2. Double check. In our 5-storey pyramid at $C = 341$, exactly how much champagne does the centre flute $(3,3)$ on the bottom layer receive? Express as a fraction.
  3. Triangular tower. A 4-storey triangular champagne tower has layers of 1, 3, 6, 10 glasses. Each overflow splits 3 ways. What's the waste?

๐Ÿฅˆ Silver

  1. Efficiency. For an $n$-storey square pyramid, what fraction of champagne is wasted? Show that as $n \to \infty$, this fraction approaches 100%.
  2. Equal filling. Is there any pyramid shape (any number of storeys) where the bottom layer can be filled with zero waste? If so, find all such configurations.
  3. Non-square layers. Suppose the sommelier uses triangular layers ($1, 3, 6, 10, \ldots$ flutes) with 3-way overflow splitting. How much waste for 5 storeys?

๐Ÿฅ‡ Gold

  1. Exact distribution. For the 5-storey square pyramid, compute the exact champagne received by every position type on every layer. Verify that the total outflow from each layer equals the total inflow minus the layer's capacity.
  2. Heat map. Write a program to compute and display a "heat map" of champagne distribution across the bottom layer for $n = 10$. What pattern do you see?
  3. Inverted problem. If the sommelier has exactly 500 flutes' worth of champagne, what is the tallest square pyramid he can completely fill?

๐ŸŽ“ Diamond (optional)

  1. Continuous limit. As $n \to \infty$ with appropriate scaling, does the champagne distribution across the bottom layer converge to a known probability distribution?
  2. Hexagonal pyramid. Design a champagne tower with hexagonal layers where each flute overflows into 6 neighbours. Derive the waste formula.
  3. Optimal geometry. Among all regular polygon pyramids, which shape minimises waste for a fixed total capacity? Prove your answer.

Answer Key (for instructors)

Bronze Answers

1. 4-storey waste: $C(4) = (4^4-1)/3 = 85$. Flutes: $1+4+9+16=30$. Waste: $85 - 30 = 55$.

2. Centre of bottom: $\frac{9(341) - 173}{64} = \frac{2896}{64} = \frac{181}{4} = 45.25$.

3. Triangular 4-storey: $C = (3^4-1)/2 = 40$. Flutes: $1+3+6+10 = 20$. Waste: $20$.

Silver Answers

4. Waste fraction = $1 - \frac{n(n+1)(2n+1)/6}{(4^n-1)/3} = 1 - \frac{n(n+1)(2n+1)}{2(4^n - 1)}$. Since $4^n$ grows exponentially and $n^3$ polynomially, the fraction $\to 1$ as $n \to \infty$.

5. Only $n = 1$ (1 flute) and $n = 2$ (5 flutes) have zero waste. For $n \ge 3$, corners and centres fill at different rates.

6. Triangular 5-storey: $C = (3^5-1)/2 = 121$. Flutes: $1+3+6+10+15 = 35$. Waste: $121 - 35 = 86$.

Gold Answers

7. See the full layer-by-layer computation in Solution 1 above.

8. The 2D distribution follows the convolution of discrete uniform distributions โ€” creating a "tent" shape that peaks dramatically at the centre.

9. $(4^n - 1)/3 \le 500 \implies 4^n \le 1501 \implies n \le 5$ (since $4^5 = 1024$). He can fill a 5-storey pyramid with 159 units to spare.

Diamond Hints

10. Yes โ€” the distribution converges to a 2D Gaussian by the CLT, since each layer's distribution is a convolution with a discrete uniform kernel.

11. With fan-out 6: $C(n) = (6^n - 1)/5$.

12. Minimising the split factor $s$ minimises waste. Triangular ($s = 3$) beats square ($s = 4$) beats hexagonal ($s = 6$).