Last winter my wife, Rachel, asked that we see a couples therapist. I agreed, and I did what I do with any new domain: I tried to get good at it quickly. Twelve sessions later our therapist said she didn't think there was more she could do for us. By any reasonable standard I passed. I'm writing up my methods because I think they generalize.
\nEliezer Yudkowsky describes students who learn to "guess the teacher's password." Asked why a metal plate is warm, they say "heat conduction." They don't understand heat. They have learned which sounds get marked correct. He means this as a criticism. I think it's an accurate description of how every credentialing system works, and I can't see why couples therapy should be exempt.
\nA therapy session is a structured evaluation. The therapist presents prompts, you respond, and she signals approval or disapproval. She rarely states the scoring criteria outright, but they can be inferred.
\nFor the first three sessions I kept careful notes. After each of my responses I recorded the therapist's reaction on a five-point scale. A 1 was a pause followed by "Let's sit with that." A 5 was "That's a really beautiful reflection." I also logged Rachel's reactions, but those were noisy and hard to interpret, so I treated the therapist as ground truth.
\nThe patterns showed up quickly. Explanations scored poorly. Stating facts about the dishwasher scored very poorly. Almost any sentence beginning "What I'm hearing is" scored 4 or higher, whatever came after it.
\nI built an Anki deck. Spaced repetition is one of this community's best-supported techniques, and it doesn't care whether the material is organic chemistry or emotional attunement. Some representative cards:
\n| Prompt | \nPassword | \n
|---|---|
| Rachel expresses frustration | \n"What I'm hearing is that you feel [unheard / alone / like you're carrying everything]." | \n
| Rachel mentions her mother's birthday | \n"That sounds like it was really painful for you." | \n
| Therapist asks what I contribute to the conflict | \n"I think I get defensive, and I want to work on that." | \n
| Rachel cries | \nWait four seconds. Lean forward. "Thank you for telling me that." | \n
| Therapist mentions "bids for connection" | \n"I've been noticing my bids more this week." | \n
| I am accused of doing "the thing" | \n"Can you help me understand what the thing looks like from your side?" | \n
The final deck had 212 cards. My retention stabilized at 94 percent. I did reviews on the train and occasionally during dinner. Rachel asked what I was studying, and I told her it was for us, which was true.
\nThe therapist's approval rose steadily:
\nMean approval per response (1–5 scale)\n\nSessions 1–3: 1.8\nSessions 4–6: 3.1\nSessions 7–9: 4.2\nSessions 10–12: 4.6\nBy session eight the therapist told me I had "clearly been doing a lot of work," which I had. In session ten she said I was "very fluent in this language." I recorded that as a 5.
\nRachel's satisfaction didn't follow the same curve. In session eleven she said, "You're doing the thing where you say the words." I answered with the card for being accused of doing the thing, and asked her to help me understand what it looked like from her side. She stopped talking for the rest of the hour. I had no card for that, which I noted as a gap.
\nPeople keep treating Rachel's satisfaction as the real outcome measure and the therapist's approval as a proxy. I think this has it backwards. Rachel came into therapy with no training in communication. The therapist has a license and fifteen years of practice. If the question is whether I learned to communicate the way a skilled clinician would want, the expert's assessment is plainly the better instrument.
\nIt's also worth asking what the alternative was. Rachel wanted me to "actually mean it." Meaning is a private internal state. It can't be observed, graded or trained. The only part of meaning that anyone else can see is the words, and I got the words right more reliably than almost anyone.
\nWhen the therapist ended our sessions, she said she thought we had "gotten what we could out of this process." I understand that finishing ahead of schedule is unusual. I take it as a sign of how efficient my preparation was.
\n","excerpt":"Last winter my wife, Rachel, asked that we see a couples therapist. I agreed, and I did what I do with any new domain: I tried to get good at it quickly. Twelve sessions later our therapist said she didn't think there was more she could do for us. By any reasonable standard I passed. I'm writing up my methods because I think they generalize.","tags":["Relationships","Learning","Communication"],"score":271,"displayOrder":760,"thumbnail":"/assets/articles/spaced-repetition-husband-thumb.webp","image":"/assets/articles/spaced-repetition-husband.webp","commentCount":14,"date":"2026-01-08T00:00:00.000Z","updatedAt":"2026-09-23T20:09:39.709Z","revision":21,"status":"published"},"comments":[{"id":"seed-spaced-repetition-husband-3","author":"goodhart_on_the_couch","text":"This is Goodhart's law with a therapist as the measure. Her approval was a decent proxy for whether you were learning to communicate right up until you started optimizing it directly, and then it stopped measuring anything. \"We've gotten what we could out of this process\" is what it looks like when the measure collapses.","parentId":null,"score":112,"date":"2026-01-08T01:00:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-5","author":"password_essay_reader","text":"You read the teacher's password essay and took the opposite lesson from it. The point is that passwords are what you produce when you don't understand something, and the cure is to understand it. You've built a 212-card password list and called it fluency.","parentId":null,"score":96,"date":"2026-01-08T01:30:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-0","author":"spaced_repetition_husband","text":"The therapist's approval was the only metric in the room with fifteen years of training behind it. I'm not sure what a better target would have been.","parentId":"seed-spaced-repetition-husband-3","score":31,"date":"2026-01-08T02:00:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-7","author":"couples_therapist_lic","text":"I do couples work. \"I think we've gotten what we could out of this process\" is what we say when continuing isn't helping anyone. It's about as close as the field gets to a failing grade.","parentId":null,"score":88,"date":"2026-01-08T02:00:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-6","author":"spaced_repetition_husband","text":"The essay is about physics, where understanding can be checked against the world. In therapy the passwords are the only part anyone can check.","parentId":"seed-spaced-repetition-husband-5","score":23,"date":"2026-01-08T02:20:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-4","author":"goodhart_on_the_couch","text":"The better target was Rachel's satisfaction. She's the person the therapy was for.","parentId":"seed-spaced-repetition-husband-0","score":77,"date":"2026-01-08T02:40:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-1","author":"spaced_repetition_husband","text":"A failing grade would have come with a referral. We didn't get one.","parentId":"seed-spaced-repetition-husband-7","score":19,"date":"2026-01-08T03:00:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-2","author":"dinner_reviews","text":"He did Anki at dinner once. The card said \"put phone down when partner is talking.\" He marked it easy.","parentId":null,"score":69,"date":"2026-01-08T03:00:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-8","author":"spaced_repetition_husband","text":"It was easy. I knew the card.","parentId":"seed-spaced-repetition-husband-2","score":28,"date":"2026-01-08T03:40:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-9","author":"anki_settings_nerd","text":"94% retention on 212 cards is about the default target. If you'd lowered the interval modifier you could have held 97% for a few extra minutes a day. Might have closed the gap with session eleven.","parentId":null,"score":41,"date":"2026-01-08T04:00:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-10","author":"graded_on_the_grader","text":"Treating the therapist as ground truth and Rachel as noise is training on the grader instead of the user. The therapist was there to help Rachel and you. She was never the customer.","parentId":null,"score":57,"date":"2026-01-08T05:00:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-11","author":"four_second_card","text":"The \"wait four seconds, lean forward\" card is the only one I'd keep. Timing is real and most people rush it.","parentId":null,"score":34,"date":"2026-01-08T07:00:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-12","author":"second_round_q","text":"How are things with Rachel now?","parentId":null,"score":26,"date":"2026-02-24T00:00:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false},{"id":"seed-spaced-repetition-husband-13","author":"spaced_repetition_husband","text":"We've started with a second therapist. Her scoring criteria are different, so I've begun a new deck.","parentId":"seed-spaced-repetition-husband-12","score":44,"date":"2026-02-24T03:00:00.000Z","own":false,"moderatable":false,"seed":true,"ownerAuthor":false}]}