Wine, decoded.
Working professional in Singapore. Passed WSET L2 with a Merit, preparing for L3. Writing about the reasoning the exam actually tests, and the architecture of learning around a full schedule.
I Had an AI Adversarially Audit All 415 of My WSET Level 2 Questions. It Found 3 Errors.
Every quiz app calls its questions accurate. I had an adversarial AI audit read all 415 of mine and try to break them. Here is what it found.
Why I Built a WSET Level 2 Quiz Instead of Using What Already Existed
Existing WSET Level 2 quiz tools test memory. WineQuiz trains the reasoning the exam tests. Here is why I built it before I released it.
Why I Started Every WSET Level 2 Study Session With Questions, Not Reading
Starting with the WSET Level 2 textbook is the slow path. Questions-first shows you what you do not know and forces active recall from session one.
Why Adult Learners Have an Edge in WSET Exam Preparation
Most adults studying for WSET exam preparation assume they are at a disadvantage. The research and my own experience suggest the opposite is true.
Studying for WSET L2 While Working Full-Time
Evening study after a demanding workday is less productive than it looks. Here is what WSET L2 study actually looks like around a full-time job.
Missing WSET Level 2 Distinction by a Handful of Questions
Passing WSET Level 2 with a Merit felt good for about five minutes. Here is what the gap between Merit and Distinction told me.