You're already doing the part most people skip, so this is fixable. Your own diagnosis nails it: your notes capture what happened and then stop. They don't tell you what to do next time, so the same question type keeps winning.
Fix that by making every entry an instruction. Take your r4 = 16 slip. "Careless" trains nothing. Written to be useful, it's two lines. First, the rule: even powers give a positive and a negative root, so r4 = 16 gives r = ±2, and I check whether the question pins the sign. Second, the trigger and action: when I hit an even-power equation, I write both roots before I touch the answer choices. If a stranger could read that and know exactly what habit you're drilling, it's a real note. Your CR and RC entries fail that test the same way. "Don't overcomplicate" and "find the wrong ones first" name the symptom and quit.
Writing the DS one properly also makes "careless" disappear. Keep dropping the negative root and the rule just isn't automatic yet. That's a content fix, not an attention fix. Genuine carelessness has a high bar: you'd have to be confident you'd get most of 100 similar questions right. If you're not, it's a skill gap wearing a careless label, and "pay more attention" won't touch it.
On categorizing, yes, sort by cause. Topic tells you where you missed. Cause tells you what to do. Sort that way and five CR misses tagged "brought in outside info" stop reading as five problems and turn into one habit to fix. Fix the habit and most of those misses should stop showing up. That's how you climb out of the loop you described.
Your third question is the real one. I'd resist "the gap is the whole story," because a timed-untimed gap usually has more than one cause and you have to sort it per miss. Sometimes untimed you were just grinding, rereading and trying a few approaches until one landed, which feels like knowing it right up until the clock removes the room to grind. Sometimes the content is solid and you're rushing or bleeding time earlier in the section. Often it's both, and it shifts by topic. The test for any one miss: could you solve that type untimed, cleanly, on the first approach, without fishing around? If yes and it still fell apart timed, that's execution, and the fix is pacing and knowing when to bail. If you only got there by grinding, it's depth, and no amount of timed drilling fixes it.
615 to 705+ is a big jump, which puts you in T15-caliber territory. A climb that size usually takes many months of steady, structured work across every section. Sharpening the
error log is a real lever, and it sits inside that larger effort.
It's a stretch of a target, but a reachable one if the work stays consistent. Good luck with it.
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I’ve logged exactly 264 questions so far, with 92 misses meticulously tracked. I review every single incorrect answer, but my review process consistently produces the exact same output: I understand the correct solution, I write a note, and I move on.
Next mock, I miss a structurally similar question and write a nearly identical note. It feels like I'm just overfitting to my training data—memorizing specific errors instead of extracting the underlying features that cause them. Clearly, I'm treating symptoms.
To give you some concrete examples straight from my log:
- Data Sufficiency: I missed a question because I forgot the negative root. When solving $r^4 = 16$, I took $r=2$ rather than $r=\pm2$. I tagged it as a 'Careless Mistake,' and my note just reiterated what I did wrong.
- Reading Comprehension: I missed an inference question, and my brilliant takeaway note was, "The correct option is not right, but the other options are wrong. Try to find the wrong options first, then eliminate."
- Critical Reasoning: I brought in outside information, and my note was literally just, "Do not over complicate things."
These notes are technically true, but they are completely useless. They are just descriptive labels of the specific anomaly, not a systemic root cause I can train against.
For those who have successfully broken out of this loop:
- What does a root-cause note actually look like in your log? A real example would help way more than just the abstract principle.
- Do you categorize strictly by the cause of the error (e.g., misread the stem, conceptual gap, wrong setup, panic/rushing) rather than just the topic? Did changing how you slice the data actually alter how you practiced?
- How do you distinguish "I don't know this" from "I know this, but my execution breaks under a clock"? My untimed accuracy is far higher than my timed accuracy, and I strongly suspect that gap is the whole story.
I'm currently hovering around a 615 and targeting a 705+. Happy to post the specific questions if that's more useful than the abstract version.