The pedigree — justify it, don't just name it
The annual fixture: a multi-generation pedigree for an unfamiliar disorder; students state the mode of inheritance (autosomal recessive most due after 2025's run, sex-linked the live...
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 Biology paper, marking guideline and marking-centre feedback report since 2019 — the same method we backtested against the real 2025 papers in Chemistry and Maths Extension 1 before publishing. These are styles to prepare for, not guarantees: the backtest showed examiners keep the skill and twist the format, so practise the skill chain, not a memorised question. One thing 2026 is not: the last year of this syllabus. The current Biology course runs through to the 2027 HSC, so expect normal rotation, not a farewell everything-paper.
The annual fixture: a multi-generation pedigree for an unfamiliar disorder; students state the mode of inheritance (autosomal recessive most due after 2025's run, sex-linked the live...
A described cohort or case-control study (sample size, matching, duration, control group, confounders, self-reporting) linking an exposure to a non-infectious disease; students evaluate...
Describe the full production of a named transgenic organism for a new agricultural or medical target: isolate the gene with restriction enzymes (sticky ends), insert into a plasmid vector...
3–5 marks: a multi-generation pedigree for an unfamiliar disorder; state the mode of inheritance and justify it by naming specific numbered individuals, then a keyed Punnett square for one couple and an offspring probability. After 2025's autosomal-dominant run, autosomal recessive is most due — but be ready for sex-linked.
it has appeared in five of the last seven papers and all six models on our panel predicted it — the strongest consensus on the board.
justifying with generic rules instead of citing individuals ("III-2 is affected but her parents are not, so the allele is recessive"); omitting the key; choosing allele letters you can't tell apart (S and s in your handwriting); giving the genotypic ratio when the phenotypic ratio was asked; writing "somatic" when you mean "autosomal".
one pedigree a week, and always write the exclusion argument — why it isn't the other three modes.
5–7 marks late in the paper: a described study (cohort size, duration, matching, self-reporting) linking an exposure to a non-infectious disease; evaluate the method and give an explicit judgement.
it has run in five of the last six papers. In 2025 the examiners flipped it to "design a study" — the panel expects reversion to evaluate form, but prepare both directions.
treating validity, reliability and accuracy as synonyms; evaluating without ever delivering the judgement the verb demands; ignoring the specific features in the stimulus (sample size, confounders, missing control) in favour of a memorised checklist.
end every response with a one-sentence verdict that weighs a strength against a weakness of the actual study described.
3–6 marks: a normal and a mutated DNA template strand plus a codon chart; transcribe to mRNA, translate both, classify the mutation (silent / missense / nonsense / frameshift) and explain the consequence for protein folding and function.
it has run three years straight (2023, 2024, 2025) and five of six models predict a fourth. One model is contrarian and expects the chart itself to rest — but the mutation-to-protein reasoning chain appears either way.
transcribing wrongly before touching the chart (everything downstream dies); forgetting U replaces T; stopping at the amino-acid change without linking it to shape and function; not seeing a frameshift reach across every downstream codon.
the full chain — DNA → mRNA → amino acids → shape → function — until it is automatic in both the normal and mutant lane.
4–7 marks: time-series graphs of blood glucose, insulin and glucagon after a meal; name receptor, control centre and effectors — pancreatic alpha and beta cells, the liver, glycogen — and explain both hormonal pathways citing turning points in the actual traces.
glucose control has not carried a substantial written question since 2020 (9 marks), while recent homeostasis questions went to temperature and water — the clearest coverage hole in Module 8. Five models call its return; one adds a "how would an untreated Type 2 trace differ?" twist.
naming insulin but not glucagon; swapping alpha and beta cells; describing the graphs without integrating all of them; never quoting a number off the axes.
3–6 marks: describe producing a named transgenic organism — cut the gene out with a restriction enzyme (sticky ends), insert into a plasmid vector with DNA ligase, amplify in bacteria, deliver into germ-line cells so the trait is heritable.
the 2021 salmon / 2023 insulin / 2025 mosquito lineage; all six models predict it continues, most likely at fewer marks after 2025's 11-mark treatment, on a fresh organism.
"place the gene into" instead of the enzyme steps; calling ligase a cutting enzyme; forgetting germ-line delivery — a gene in liver cells doesn't make a transgenic lineage.
The panel's rested calls: reproduction carried 10+ marks in 2025 (fertilisation data, fungal reproduction) and three of six models formally rest it — expect multiple choice and small marks, not another anchor. Same story for the adaptive immunity cascade: after 9–11 mark treatments in 2024 and 2025, another extended B-and-T-cell sequence is the panel's least likely big question (the lowest substantial-question probability of all eleven topics) — the live risk is instead a small innate-immunity or passive/active item. Know both — everything is examinable — but don't build your revision around them.
We haven't backtested Biology specifically; we backtested the method, on the real 2025 papers in Chemistry and Maths Extension 1. There, every topic we rated ≥90% appeared (37/37 across both subjects), and roughly half of the specific question predictions recognisably appeared — the misses clustered where examiners twisted a format, moved a question into multiple choice, or broke a streak. Biology's marking-feedback record suggests the same pattern will hold. So treat the probabilities above as strong guidance about skills and stimulus types, not a script: master the skill chains — justify from the pedigree, transcribe before you translate, name the actual cells and ions and individuals — and you're covered whichever way the format twists.
The annual fixture: a multi-generation pedigree for an unfamiliar disorder; students state the mode of inheritance (autosomal recessive most due after 2025's run, sex-linked the live alternative) and justify it by naming specific numbered individuals whose children exclude the alternatives, then construct a keyed Punnett square for one couple and give an offspring probability or phenotypic ratio. Appeared 2019, 2021, 2023, 2024, 2025.
Marker-feedback lineage: Marking feedback 2021 Q24(a), 2022, 2023 Q25(a), 2024 Q20, 2025 Q31(a)
In the practice paper: Q24
A described cohort or case-control study (sample size, matching, duration, control group, confounders, self-reporting) linking an exposure to a non-infectious disease; students evaluate the method — critiquing reliability distinctly from validity — and deliver an explicit judgement on whether the evidence supports the link. The annual fixture (2020, 2021, 2022, 2023, 2025), returning to evaluate form after 2025's design-a-study variant.
Marker-feedback lineage: Marking feedback 2021 Q31, 2022 Q31(a), 2023 Q27, 2025 Q32
In the practice paper: Q34
A template DNA strand (normal and mutant) with a supplied codon chart: students transcribe to mRNA, translate both sequences, classify the mutation (silent/missense/nonsense substitution vs frameshift), and explain the consequence for polypeptide folding and protein function. The 2023 Q25(b) / 2024 Q28(b) / 2025 Q31(b) lineage continued.
Marker-feedback lineage: Marking feedback 2023 Q25(b), 2024 Q28(b), 2025 Q31(b)
A note on this agreement
Grok is the deliberate contrarian: after the 2023-2025 three-year streak it predicts the 2026 variant drops the full chart calculation (p 0.42, counted as disagreeing). All surface details grepped clean against the corpus.
In the practice paper: Q26
A named mutagen (UV, X-rays or a chemical) or a cell-lineage diagram marking where mutations occur; students distinguish somatic from germ-line mutations and justify which can be inherited by offspring, contrasting consequence for the individual versus the population. Echoes 2021 Q24(b) and 2025 Q33(c); the panel's most-repeated marker-feedback theme after gene flow/drift.
Marker-feedback lineage: Marking feedback 2019, 2021, 2024, 2025 (somatic/germ-line confusion flagged four times)
In the practice paper: Q22
Disease-incidence or antibody data before and after a named prevention measure (vaccination program the favourite); students quantify the trends, link each procedure to interrupted transmission, explain herd immunity for the unvaccinated minority, and judge effectiveness — including what the data cannot establish (correlation vs causation, time lags). The 2021 Q30 / 2023 Q30 mould.
Marker-feedback lineage: Marking feedback 2021 Q30, 2023 Q30; 2025 MC10 correlation trap
In the practice paper: Q32
Describe the full production of a named transgenic organism for a new agricultural or medical target: isolate the gene with restriction enzymes (sticky ends), insert into a plasmid vector with DNA ligase, amplify in bacteria, deliver into germ-line cells so the trait is heritable. The 2021 salmon / 2023 insulin / 2025 mosquito lineage, likely at reduced marks after 2025's 11-mark treatment.
Marker-feedback lineage: Marking feedback 2021 Q33(a), 2023 Q31, 2025 Q30(a)
In the practice paper: Q35
Time-series plots of blood glucose with insulin and glucagon after a carbohydrate meal (or exercise): students name stimulus, receptor, control centre and effectors — pancreas alpha/beta cells, liver, glycogen — explain both hormonal pathways citing turning points in the traces, and demonstrate negative feedback. Last written substantially in 2020 Q31 (9 marks): the clearest coverage hole in Module 8. Grok adds an untreated Type 2 contrast as the twist.
Marker-feedback lineage: Marking feedback 2020 Q31(a), 2021 Q32; four-year written gap
In the practice paper: Q28
Allele-frequency tables or graphs for isolated versus connected populations (island/bottleneck scenarios): students calculate or read frequencies and explain which process — mutation, gene flow, genetic drift, natural selection — produced the change, justifying why population size matters. The 2022 Q32 / 2023 Q32 / 2025 Q34 lineage; gene flow vs drift is the single most repeated marker complaint.
Marker-feedback lineage: Marking feedback 2020 Q29, 2021 Q26, 2022 Q32, 2023 Q32, 2025 Q34
In the practice paper: Q33
DNA replication's first substantial written outing since 2022 Q28: a labelled-strand tracking task identifying the semi-conservative model, a structured comparison of replication with transcription on shared criteria (enzymes, template, product, location, uracil), or the prokaryote/eukaryote DNA contrast (circular vs linear, histones) — possibly seeded by a Chargaff-style base-proportion step extending 2025 MC19.
Marker-feedback lineage: Marking feedback 2022 Q28, 2024 Q30(a); 2021-2024 replication/synthesis confusion
In the practice paper: Q25
The small-mark Section II opener strand: classify pathogens by structural features or a dichotomous key (virus vs bacterium vs prion vs fungus), then outline one adaptation of a NAMED pathogen that facilitates entry into or transmission between hosts — not survival or immune evasion. Recurs 2019 Q31, 2021 Q21, 2022 Q21, 2023 Q28, 2025 Q22(b).
Marker-feedback lineage: Marking feedback 2019 Q31(a), 2022 Q21(b), 2023 Q28, 2025 Q22(b)
In the practice paper: Q21
A table or dataset of technologies (selective breeding, artificial insemination, cloning, transgenics such as Bt cotton) applied to a crop or livestock species; students judge whether each increases, maintains or decreases genetic and species biodiversity, linking the technology to the gene pool rather than to the organism. The odd-year strand (2019 Q24, 2021 Q33(c), 2023 Q34) that skipped 2025.
Marker-feedback lineage: Marking feedback 2019 Q24, 2021 Q33(c), 2023 Q34, 2024
In the practice paper: Q35
A cross in an unfamiliar organism whose F1/F2 data reveal codominance, incomplete dominance or multiple alleles (blood-group style IA, IB, i): students assign genotypes, construct a keyed Punnett square and state the phenotypic — not genotypic — ratio. Last written 2022 Q22 (eggplant); MC-only in 2025.
Marker-feedback lineage: Marking feedback 2019 Q30, 2021 Q22, 2022 Q22, 2024 Q28(a)
In the practice paper: Q23
The Module 8 technologies written question rotates to the kidney after vision (2025) and hearing (2024): clinical data (declining GFR, rising blood urea) establish loss of function; students explain how haemodialysis compensates — urea diffusing down its concentration gradient across a semi-permeable membrane into dialysate, blood cells and useful solutes retained. Unwritten since 2020 Q24.
Marker-feedback lineage: Marking feedback 2020 Q24(c); 2022 Q20 and 2025 Q9 kept it MC-only
In the practice paper: Q30
Match hearing aid, bone-conduction device and cochlear implant to the site of damage (blocked outer ear with intact cochlea → bone conduction; damaged cochlea → implant), explaining whether each amplifies sound, bypasses the outer/middle ear, or directly stimulates the auditory nerve — as MC (2019 MC6, 2023 MC1, 2025 MC15) or a written justification with outcome data (2024 Q35, 2021 Q25(c)).
Marker-feedback lineage: Marking feedback 2021 Q25(c), 2024 Q35
Why we discounted part of this agreement
Corpus echo: opus, gpt-5.6-sol, gemini-3.1-pro and grok all pose the stimulus as an "audiogram" — a term with ZERO occurrences in extract/biology.md (past papers use described pathologies and outcome tables). The audiogram framing is treated as one vote, not four; the device-discrimination substance is corpus-grounded and stands.
Per our corpus-echo rule, identical invented details count as one vote, not independent confirmation.
In the practice paper: Q18
Non-disjunction karyotype: identify the chromosomal abnormality and explain meiosis I/II non-disjunction plus fertilisation (gemini 0.75, grok 0.55, deepseek 0.60 - the strongest three-model cluster; written form due after 2025's MC-only Down syndrome)
Design the mandated agar-plate practical in full - IV/DV, uninoculated control, repetition, never reopening incubated plates (grok 0.55 as its contrarian bold call, gpt-5.6-sol 0.58, fable 0.50, deepseek 0.50, opus 0.42; full design last set 2022 Q26)
Innate/adaptive immunity kept small after 2024-25's 9-11 mark anchors: a Section I classification MC (fable 0.85) plus a 2-3 mark written on memory cells or passive immunity (deepseek 0.55, grok 0.50, opus 0.45)
Plant water balance homeostasis - ABA/guard cells, detection of internal state (grok 0.55, deepseek 0.50, fable 0.45, opus 0.45; gemini 0.75 as a xerophyte-adaptation variant)
Plot-and-extrapolate disease-incidence graphing, the even-year fixture absent 2025 (fable 0.60, opus 0.42)
Incidence vs prevalence reasoning - treatment prolongs life, prevalence rises (fable 0.60 MC, opus 0.45 written calculation, grok 0.45, deepseek 0.45)
Oxytocin positive-feedback contrast at birth (opus 0.45, grok 0.32 MC, fable as the twist inside a feedback flow-chart item 0.55)
Koch's postulates applied to an unfamiliar outbreak, absent 2025 (fable 0.50, deepseek 0.50, opus 0.45)
Plant responses to a named pathogen get their first substantial written item (opus bold call 0.30, fable bold call; MC-only 2023-24 - a genuine seven-year coverage gap)
Reproduction is the panel's likely-rested call after 2025 spent 10+ marks there (fable rests it at substantial level, gpt-5.6-sol 0.66, gemini 0.30 P(examined); MC and small marks only)
How likely each topic is to appear this year.
Chance of a big question (4+ marks) here: 79%
Question types predicted here short answer ×7 stimulus based ×5 extended response ×2 practical analysis ×1 multiple choice ×1
What each model expects
Chance of a big question (4+ marks) here: 75%
Question types predicted here stimulus based ×7 short answer ×6 extended response ×2 multiple choice ×1
What each model expects
Chance of a big question (4+ marks) here: 76%
Question types predicted here short answer ×6 extended response ×4 stimulus based ×4 multiple choice ×2
What each model expects
Chance of a big question (4+ marks) here: 73%
Question types predicted here short answer ×7 stimulus based ×6 extended response ×2 multiple choice ×1
What each model expects
Chance of a big question (4+ marks) here: 73%
Question types predicted here extended response ×5 short answer ×4 practical analysis ×3 multiple choice ×3 stimulus based ×1
What each model expects
Chance of a big question (4+ marks) here: 66%
Question types predicted here short answer ×7 stimulus based ×4 practical analysis ×3 extended response ×1 multiple choice ×1
What each model expects
Chance of a big question (4+ marks) here: 70%
Question types predicted here stimulus based ×6 short answer ×4 extended response ×3 practical analysis ×2 multiple choice ×1
What each model expects
Chance of a big question (4+ marks) here: 69%
Question types predicted here extended response ×7 short answer ×5 stimulus based ×3 multiple choice ×1
What each model expects
Chance of a big question (4+ marks) here: 57%
Question types predicted here stimulus based ×7 short answer ×6 multiple choice ×2 extended response ×1
What each model expects
Chance of a big question (4+ marks) here: 51%
Question types predicted here short answer ×3 stimulus based ×3 multiple choice ×2 extended response ×1
What each model expects
Chance of a big question (4+ marks) here: 39%
Question types predicted here short answer ×5 multiple choice ×3 stimulus based ×1
What each model expects
How likely each topic is to appear. Open a topic for the question types to practise there.
100 marks · 35 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.
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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.