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NotesJanuary 20, 2026·5 min read

Preparing for the PTE like an engineer

Treating a speaking exam as a system with scoring rules, not a language test to feel your way through.

Please stay tuned for this upcoming blog

Draft angle: how understanding PTE's AI scoring model changed the prep strategy — drilling fluency and specific sounds instead of memorizing templates the scoring model penalizes.