Regression with the interpretation marks (3–6 marks)
The panel's only unanimous cluster.
The question styles to have ready — each linked to its evidence and to a question in the practice paper.
Built by a six-model AI panel and backtested against the hidden 2025 papers — how we did it.
Built from a six-model AI analysis of every HSC Maths Standard 2 paper, marking guideline and marking-centre feedback report since 2019 — the same method backtested against the real 2025 papers in chemistry and maths ext 1 before publishing. 2026 is the FINAL year of the current syllabus, and the format has been identical since 2019: 15 multiple-choice marks, then 85 marks of short questions (Q16–40), 2.5 hours. Final-year papers historically favour well-trodden formats — which makes style preparation unusually valuable this year.
The panel's only unanimous cluster.
A supplied parabola modelling revenue, enclosure area, braking distance or a projectile: locate the turning point from the axis of symmetry (or given intercepts), evaluate the maximum,...
A distance/cable table between five to eight towns is first drawn as a weighted network, the MST is drawn on a supplied blank diagram and its total length stated; the follow-up perturbs...
The panel's strongest question-level call (five models, 0.70): revenue, enclosure area, braking distance or a projectile, with the parabola supplied. Find the turning point from the axis of symmetry, evaluate the maximum, then either find the second input giving the same output or state the sensible domain. The traps flagged in 2021, 2024 and 2025: reading the vertex where an intercept is wanted, and ignoring that a width can't be negative.
one quadratic-model question per week, always finishing with a sentence about the practical domain.
Minimum spanning tree from a distance table (five models, 0.69): draw the network from the table first, then the MST, then survive the perturbation — a road closure forcing a new shortest path, or "is a second tree of equal length possible?". The designed trap every time it runs (2019, 2023, 2024): the shortest path does not have to lie inside the MST. Critical path (four models, 0.69): forward/backward scan, minimum completion time, then $\text{float} = \text{LST} - \text{EST}$ used to justify whether a changed duration alters the critical path. One caution: this is the panel's only contested topic — two models rated it rested — so treat it as very likely, not certain.
networks with a written justification sentence, not just numbers.
Four models, 0.66 — and the multiply-vs-divide error is flagged in every feedback document 2019–2025, the most reliable trap in the subject. The rate is quoted per annum but contributions are monthly or quarterly: convert $r$ and $n$ before choosing the factor, then divide the target by the factor to get the contribution (multiply only when you want a future value).
say out loud what the factor means ("the future value of $1 per period") before deciding which way to use it.
The only cluster all six models agree on (64% chance), on the 2025 Q25 template: gradient and intercept read off the graph or given, both interpreted in context (units and direction, not a textbook definition), one interpolation, then one mark for explaining why an extrapolated prediction fails — a negative or impossible value, or simply outside the data. Generic instead of contextual interpretation is the single most-repeated feedback theme (2021, 2023, 2025).
write slope interpretations as "for each extra [unit of x], [y] changes by [gradient] [units]".
One model rates the income-tax table only 0.35, on a sharp pattern read: the tax table has run in odd years only (2021, 2023, 2025) and skipped 2022 and 2024 — so 2026 may examine money matters through earnings, commission and GST instead. Prepare the tax table anyway (four models still back it at 0.6–0.8), but don't be shocked by its absence. The 2025 backtest of this method in chemistry and maths ext 1 is the broader caution: two Ext 1 predictions carried by five of six models simply didn't appear. Streaks break — expect this paper to break one somewhere too.
Backtesting this method against the real 2025 papers (chemistry and maths ext 1): every topic rated ≥90% appeared (37/37 across both pilot subjects), roughly half of the specific question predictions recognisably appeared, and the misses clustered where the examiners twisted a format or moved a question into multiple choice. The lesson for revision: master the skill chains and setting-out habits above — unit conversions done one step at a time, diagrams redrawn, justification sentences written — because they survive every format twist; a memorised question doesn't.
A supplied parabola modelling revenue, enclosure area, braking distance or a projectile: locate the turning point from the axis of symmetry (or given intercepts), evaluate the maximum, then either find the second input giving an equal output or justify the sensible practical domain (only the positive branch is valid). Vertex-vs-intercept confusion and ignoring the practical domain are flagged in the 2021, 2024 and 2025 feedback. The panel's strongest question-level consensus.
What each model said
In the practice paper: Q22
A distance/cable table between five to eight towns is first drawn as a weighted network, the MST is drawn on a supplied blank diagram and its total length stated; the follow-up perturbs the network — a road closure forces the new shortest path (every vertex listed), or the question asks whether an equal-weight second tree exists. The designed trap in every lineage year: the shortest path does NOT lie inside the MST (2019 Q30, 2023 Q19, 2024 Q16). Fable carries the same call as a topic-level bold call (MST returns after its first absence in seven years, 0.5) rather than a question row.
What each model said
In the practice paper: Q19
Activity table or network with durations: forward/backward scan, state the critical path and minimum completion time, then compute $\text{float} = \text{LST} - \text{EST}$ for a named non-critical activity and justify whether a changed duration alters the critical path (2025 Q19(c) style). Opus adds the crashing variant (which single activity to shorten). NOTE: MS-N3 is the panel's one contested topic (stddev 0.259, two rested votes — gemini and sol carry no N3 question rows); the four models that did predict it agree closely.
What each model said
In the practice paper: Q37
Given power in watts and a tariff in cents per kWh, compute the cost of running an appliance over stated hours — the 650 W air conditioner of 2025 Q21 is the direct lineage — or the reverse: given a seasonal total cost, recover the average daily hours of use. DeepSeek's variant compares a heater with a heat pump. The kW/W and cents/dollars conversions each effectively carry a mark (flagged 2021, 2024, 2025).
What each model said
In the practice paper: Q17
A future-value (or present-value) of \$1 table where the stated rate is per annum but contributions are monthly/quarterly: convert r and n BEFORE selecting the factor, then divide the target by the factor for the contribution or repayment (multiply for a future value). The multiply-vs-divide error is flagged in every feedback document 2019–2025 — the most reliable trap in the subject. Gemini holds the present-value form (repayment on a \$400,000 loan).
What each model said
In the practice paper: Q27
One asset, both methods: compute both book values over the same term and state which method leaves the higher/lower salvage value — or (fable) the rate is hidden and must be deduced from successive salvage values in a table before projecting, with the 'depreciation DURING the nth year' subtraction as the discriminator step. Salvage-value vs total-depreciation confusion flagged 2022, 2023, 2024, 2025.
What each model said
In the practice paper: Q31
A hemisphere joined to a cylinder, cone, prism or spheres packed in a pyramid (2025 Q26(b) / 2024 Q34 lineage): halve or combine reference-sheet formulae, convert diameters to radii, exclude the joined faces from surface area, then convert units (cm³→L or cm²→m²) — with fable and opus adding a reverse step (solve for a height from a given empty-space volume). Diameter/radius and area-vs-volume formula confusion flagged 2020, 2022, 2024.
What each model said
In the practice paper: Q26
The panel's only unanimous cluster. A scatterplot with the LSRL drawn (read gradient from two grid points and the intercept) or the equation supplied: interpret BOTH slope and y-intercept in context, predict for an x inside the data range, then a one-mark part explaining why an extrapolated prediction fails (negative/impossible value or outside the data) — the 2025 Q25 four-part template. Generic rather than contextual interpretation is the single most-repeated feedback theme (2021, 2023, 2025).
What each model said
In the practice paper: Q25
Blood alcohol content returns after its 2025 absence: the formula is printed; convert glasses to standard drinks, substitute $N$, $H$, $M$, then chain to $\text{Time} = \text{BAC}/0.015$ and a clock time to the nearest minute — or the 2023 Q36 reverse, solving for $H$. Gemini and sol generalise to any supplied formula (medication dosage, workplace). The decimal-hours-to-minutes conversion is the flagged killer (2019, 2023, 2024). DeepSeek separately carries Young's-formula dosage as a bold call (unexamined since 2019, 0.35).
What each model said
In the practice paper: Q30
The printed $P(Z \lt z)$ table returns after its 2025 absence: compute a non-integer z-score from $\mu$ and $\sigma$ (birth weights, koala masses, exam scores), read the table, complement or use symmetry for the required tail, then multiply by a population count and report a whole-number expected count (2021 Q38 / 2023 Q38 / 2024 Q35 template). Grok's reconstruction $P(Z>0.3)=0.3821$ is verbatim from the pack. 'A z-score is not a probability' is flagged every year 2021–2025.
What each model said
In the practice paper: Q36
Two selections from a small mixed set (marbles, chocolates, raffle tickets — the 2019 apples / 2023 raffle / 2025 lollies template with fresh objects): tree diagram with reduced second-stage denominators, multiply along branches, add the mutually exclusive favourable paths for $P(\text{same colour})$ or $P(\text{at least one})$. Add-vs-multiply and unadjusted denominators flagged 2019, 2023, 2025.
What each model said
In the practice paper: Q18
Gross salary minus deductions gives taxable income; apply the correct bracket (cents vs dollars trap), add the 2% Medicare levy — or the opus/fable reverse: given the tax payable, recover the taxable income within one bracket. Bracket selection and taxable-income vs tax-payable confusion flagged 2019–2025. Dissent worth knowing: fable rates this only 0.35, holding a contrarian bold call (0.4) that the strict odd-years-only tax-table pattern (2021/2023/2025) means NO tax table in 2026.
What each model said
In the practice paper: Q21
Two applications of the trapezoidal rule over offsets read from a scaled site plan, map or dimensioned cross-section: convert the scale BEFORE applying the rule, then feed the area into $V = Ah$ for a rainfall volume, soil to remove, or a material cost, with a mark attached to rounding to stated significant figures. Sol holds the scale-plan→area→cost variant without naming the rule. 'Convert scale lengths before the trapezoidal rule' flagged 2019, 2020, 2023, 2025.
What each model said
In the practice paper: Q33
Two triangles sharing a side — right-angled trig for the link, sine/cosine rule for the second unknown, incl. the flagpole-on-sloping-ground setting, which IS in the pack (4 models, ~0.61)
Time zones with a flight duration: answer must state BOTH clock time and day; grok's Sydney→New York 8:20 pm / 20 h 24 min is a verbatim 2024 Q37 reconstruction (5 models, ~0.55)
Credit-card interest, daily compounding around an interest-free period — day-count wording is the trap (4 models, ~0.57)
z-score relative-performance comparison across subjects, usually MC — raw-mark comparison is the distractor (4 models, ~0.57)
Box-plot from an ogive or frequency table + outlier justification via $Q_1 - 1.5 \times \text{IQR}$ with a stated conclusion (4 models, ~0.55)
Inverse variation: find $k$ from one pair, complete a table, sketch the hyperbola — the 2023 painters question is the pack lineage (4 models, ~0.55)
Empirical-rule non-standard fractions (84%/16%/97.5%/2.5%) run in reverse to a raw score, mean or sd (3 models, ~0.55)
Radial survey with a triangle area given: rearrange $A = \tfrac{1}{2}ab\sin C$ for the included angle, then a bearing (3 models, ~0.55)
Two-phase annuity as the paper's closer: PV table, withdrawals change amount partway, defer the second phase (5 models, ~0.50 — the panel's widest-held watch item)
Break-even graphical simultaneous equations: two linear plans, intersection, 'which is cheaper AND by how much' (4 models, ~0.52)
Max-flow min-cut: cut capacity counting only source→sink edges, which pipe to increase (4 models, ~0.49)
Change-the-subject MC — fable's 0.8 is the panel's single highest question probability (2019/2022/2024/2025 MC lineage, 1 model)
GST reverse reasoning on a receipt (×10 vs ÷11 trap); grok's $124.87/$3.86 is a verbatim pack reconstruction (3 models, ~0.45)
How likely each topic is to appear this year.
Chance of a big question (4+ marks) here: 84%
Question types predicted here extended response ×8 short answer ×5 multiple choice ×2
What each model expects
Chance of a big question (4+ marks) here: 79%
Question types predicted here extended response ×10 short answer ×4 multiple choice ×1
What each model expects
Chance of a big question (4+ marks) here: 77%
Question types predicted here short answer ×9 extended response ×5 multiple choice ×1
What each model expects
Chance of a big question (4+ marks) here: 72%
Question types predicted here extended response ×6 multiple choice ×4 short answer ×3
What each model expects
Chance of a big question (4+ marks) here: 52%
Question types predicted here short answer ×11 extended response ×2 multiple choice ×1
What each model expects
Chance of a big question (4+ marks) here: 69%
Question types predicted here extended response ×9 short answer ×4
What each model expects
Chance of a big question (4+ marks) here: 71%
Question types predicted here short answer ×6 extended response ×5 multiple choice ×3
What each model expects
Chance of a big question (4+ marks) here: 67%
Question types predicted here short answer ×5 extended response ×4 multiple choice ×1
What each model expects
Chance of a big question (4+ marks) here: 51%
Question types predicted here short answer ×12 extended response ×1
What each model expects
Chance of a big question (4+ marks) here: 42%
Question types predicted here short answer ×6 multiple choice ×1 extended response ×1
What each model expects
Chance of a big question (4+ marks) here: 72%
Question types predicted here extended response ×6 short answer ×5 multiple choice ×2
What each model expects
Chance of a big question (4+ marks) here: 66%
Question types predicted here short answer ×10 extended response ×3
What each model expects
Chance of a big question (4+ marks) here: 69%
Question types predicted here extended response ×6 short answer ×3
What each model expects
How likely each topic is to appear. Open a topic for the question types to practise there.
100 marks · 40 questions
Every question is traceable to the consensus prediction behind it — open the web version and each question carries a “why this question” link into the evidence. All questions are original Intuition compositions in NESA style.
Exam Success Program
A paper on your desk is one thing — the clock running is another. Sit Maths Standard 2 practice exams under real conditions and get them marked with real feedback. Exam times run seven days a week, right up until the HSC begins.
Places are still open for 2026
Intu AI
Intu AI builds unlimited practice questions for Maths Standard 2 in these styles, marks your working, and explains what you missed — aligned to your syllabus.
Published Aug 2026, before the exams. In November 2026 we score these predictions publicly against the real paper — per-model calibration and question-level hit rates, the same harness as the 2025 backtest. How we did it.