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The whole bank, worked through.

Every inference interview answer with its arithmetic shown, the concept pages each one builds on, and practice tests that show which round you would lose.

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6 months · One payment · No auto-renewal

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Included with Premium

  • 196 worked interview answers

    All 12 topics, from the decode roofline to speculative verification, with the follow-ups and scoring behind each one.

  • 12 course lessons + 36 concepts

    The mechanisms underneath the questions: KV memory, attention kernels, tensor-core pipelines, number formats and schedulers, each with a worked example.

  • Practice tests, all levels

    Quick checks that find the gap before an interviewer does, with an explanation for every option.

One charge covers all of it, plus whatever ships before your six months end.

See everything included
  • All 12 topics, every answer, sorted from warm-up to staff-level
  • All 36 concept pages, free and premium
  • The courses, all 12 lessons, start to finish
  • Practice tests at every difficulty, including adaptive runs
  • The eight-page inference field guide, online and as a PDF download with paid Premium
  • Derivations written as chains you can recompute, with the hardware and version each number depends on
  • Interviewer follow-ups, scoring lines and the answers that sound right and fail
  • Per-topic progress that points at the round you are weakest in
  • Anything published while your six months are running
  • Comments and votes on answers, plus bookmarks

Every worked answer and derivation in all 12 topics, every concept page, and the full practice-test bank.

BEFORE YOU PAY
What is included with Premium?▲

Every worked answer and derivation in all 12 topics, every concept page, and the full practice-test bank. Your access runs for six months, and any question, concept or practice item published inside that window is yours too.

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