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Foundational

Doing Arithmetic Fast Under Pressure

Interview arithmetic isn't a memory contest — it's a small set of restructuring moves applied under a ticking clock. Learn the moves, and the clock stops mattering.

An interviewer asks you to multiply 47×5347 \times 53, out loud, right now. You could grind through long multiplication in your head and probably get there — slowly, with a real risk of dropping a digit. Or you could notice 47=50347 = 50-3 and 53=50+353 = 50+3, and the whole thing collapses to 50232=25009=249150^2 - 3^2 = 2500 - 9 = 2491. Same answer, five seconds instead of thirty, and far less chance of error.

That's the entire subject in one example: mental math under pressure isn't about calculating faster in your head, it's about restructuring the problem into a shape your head already knows how to calculate. Try 68×7268 \times 72 before reading on — same trick, different centre.

The trap: brute-forcing the standard algorithm

The algorithm you learned on paper — multiply digit by digit, carry, add columns — is designed for a pencil that never forgets a partial result. Your working memory does not have that luxury; every intermediate number you're holding onto is competing for the same few slots, which is exactly why people freeze or make silly errors under interview pressure. The fix isn't "get better at holding numbers in your head" — it's to pick a decomposition that needs to hold fewer numbers at once.

Every fast mental-math trick is a substitution: replace the original numbers with ones near a round base (10, 50, 100), and let the arithmetic of the difference from that base do the work. Rounding isn't approximation here — carried through correctly, it's exact.

Worked example: difference of squares, 47×5347 \times 53

Both numbers sit near 50: 47=50347 = 50 - 3, 53=50+353 = 50 + 3. Multiplying a number below a centre by a number the same distance above it is always a difference of squares:

(ad)(a+d)=a2d2.(a-d)(a+d) = a^2 - d^2.

In words: pick a round centre aa that both numbers straddle, note how far dd each one is from it, square the centre, and subtract the square of the distance. Here a=50a=50, d=3d=3: 502=250050^2 = 2500, d2=9d^2 = 9, so the answer is 25009=24912500 - 9 = 2491. You never touched a two-digit-by-two-digit multiplication — just one easy square and one trivial subtraction.

Worked example: multiplying two numbers near the same base, not symmetric

Now 68×7268 \times 72. They don't straddle a centre symmetrically the same clean way as before by eye, so use the general near-a-base trick instead. Pick base b=70b = 70. Write each number as its distance from bb: 68=70268 = 70 - 2, 72=70+272 = 70 + 2 — actually this is symmetric around 70, so it's again a difference of squares: 70222=49004=489670^2 - 2^2 = 4900 - 4 = 4896.

Try a genuinely asymmetric pair: 68×7468 \times 74. Base b=70b=70: 68=70268 = 70-2, 74=70+474=70+4.

(bd1)(b+d2)=b2+b(d2d1)d1d2.(b - d_1)(b + d_2) = b^2 + b(d_2 - d_1) - d_1 d_2.

In words: square the base, add the base times the net offset, subtract the product of the two offsets. Plugging in: 702=490070^2 = 4900, net offset d2d1=42=2d_2 - d_1 = 4 - 2 = 2 so 70×2=14070 \times 2 = 140, and d1d2=2×4=8d_1 d_2 = 2\times4=8. Total: 4900+1408=50324900 + 140 - 8 = 5032. Check by direct multiplication: 68×74=68×70+68×4=4760+272=503268\times74 = 68\times70 + 68\times4 = 4760+272=5032. It matches, and you carried at most three small numbers in your head the entire time instead of a four-row column addition.

47 50 (base) 53 equal distance d=3 on each side 68 70 (base) 74 unequal distances d1=2, d2=4
Both cases replace a two-digit multiplication with squaring a round number and adjusting for small offsets — symmetric offsets give a pure difference of squares, asymmetric ones add a net-offset correction term.

Before multiplying, always ask: what round number is near both of these? 10, 50, 100 and their multiples cover almost every interview number. If the two numbers straddle it, you're doing a difference of squares; if not, you're doing the net-offset version above. Either way you've turned a two-digit multiplication into single-digit arithmetic plus one square you may already have memorised.

The transferable technique

The general move behind all mental-math speed is re-anchor to a base, then work only with the small offsets from that base — for multiplication, division, percentages, or compounding. It works because your brain is fast at exact arithmetic on one- or two-digit numbers and terrible at holding four-digit partial sums; a good decomposition minimises what you must remember, not what you must compute. Before every calculation under pressure, spend one second asking "what round number is this close to?" — that single question is worth more than any specific trick.

Related concepts

Practice in interviews

Further reading

  • Bulajich Manfrino et al., problem-solving arithmetic drills
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