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BENCHBENCH · WEEK 11 · 12 May 2027

Week 11 Bench: Try the method on something fluent

The last working bench — running the semester's reconstruction on output that no longer looks wrong, and recording how far it gets

This week

Lecture
10 May 2027 The seam closes
Slides
Open the deck
Due
Specimen log 14 May 2027

Bench

Material
fluent output
Operation
reconstructing, and failing
Leaves
the exact sentence where the method stops working

Everything you have learned works on a broken surface. Today the surface is smooth.

The exercise

Take a translation produced by a current general-purpose model. It will read well. Somewhere in it, something is wrong — a name, a register, a claim the source did not make.

Now do what you did in week 2: reconstruct the mechanism from the output.

What will happen

You will get further than you expect on the content and nowhere at all on the mechanism. A wrong word in a lookup implicates an entry. A wrong claim in a fluent paragraph implicates nothing you can point at.

Write down the exact point where the method stops working. That sentence is the most valuable thing you will produce this semester, and it is the one the lecture is about.

Afterwards

The specimen log closes this Friday. It should end where this bench does.

The spec

What you bring to the session. Written so a reader can tell whether it has been met without asking you.

Teaching team