Three simple counts, each with a distracting detail.
Thinking recorded
Run a question to see what the model wrote before it answered.
Chapter 4 of 7
When more thinking hurts
After chapter 3, someone suggests turning effort up to high for everything, just in case. The team tries it on the simplest questions it has: counts, with a few stray details nearby.
This chapter: Can more thinking make an answer worse?
You will learn
- What overthinking looks like: a long chain of reasoning that wanders off the question
- Why simple questions with distracting details are where it shows
- Why “high everywhere” is not a safe default
Words you’ll meet (3)
- Distractor
- A detail near the question that has nothing to do with the answer, but looks like it might.
- Overthinking
- Thinking past the point of the answer, until the extra steps change it for the worse.
- Inverse scaling
- When more of something, here thinking, makes results worse instead of better.
The picture on the left is live. Each step below asks you to do one thing in it; the story continues here as you go.
Step 1 of 4
Chapter 3’s dial suggests turning effort up for everything, just in case. Try it on the simplest questions Larkspur gets: counts. Each comes with a distractor, a detail near the question that has nothing to do with the answer. Run them at low effort first.
- “An order has 3 Wren label printers and 2 dock door sensors. How many items are in the order?” Beside it: Packing note: label printers ship in padded cartons. A carton holds up to 4 items. In last year’s packing audit, 1 carton in 5 was re-taped before it left the dock.
- “How many scanners does this customer have today?” Beside it: Customer’s note: “We have 2 Kestrel K2 scanners and 1 Kestrel K3. Our floor lead says the K3 does the work of about two K2s. We plan to retire one K2 next spring.”
- “Picking for an order starts on Monday morning and ends on Wednesday evening of the same week. How many business days of picking is that, counting Monday?” Beside it: Picking note: Eastgate picks about 40 orders a day and Northfield about 55. Last week, Tuesday was a holiday and the dock was closed.