Two Courses, Carded — is it goddable?¶
flowchart LR
g["Groups<br/>~28 results"] -->|"collapse onto"| gs["4 scenes ≈7:1"]
m["Metric Spaces<br/>~30 results"] -->|"collapse onto"| ms["6 scenes ≈5:1"]
gs -.connect via.- moves["universal MOVES<br/>(not scenes)"]
ms -.connect via.- moves
- The Card Deck — the whole-corpus program this tests — 8,921 results, the extract→metaphor→verify pipeline
- The Master Board — the universal moves that turned out to be the cross-course connection layer
- Oxford Math — as Games — the form each card is written in
- Oxford Math Notes (plan) — the parent plan + roadmap
- Plans — format + index
S714 swarmgod. Goddability test — two courses carded by hand from the local notes (../oxford-lecture-notes-2024-25/): M1 Groups & Group Actions (191 raw extractions, ~28 canonical) and A2.1 Metric Spaces (277 raw, ~30 canonical), via tools/math_cards.py. Honest verdict incl. the auto-classifier's noise.
- PreviousThe Card Deck (whole-corpus)
- NextOxford Math — Blueprints
The test. Take two courses that share almost no vocabulary — Groups (algebra) and Metric Spaces (analysis) — card every canonical result, and ask three things: (1) do the results collapse onto a few scenes? (2) do the two courses connect? (3) does the maths survive? Verdict at the bottom, kept honest.
Course 1 — Groups & Group Actions · grouped by scene¶
Playthrough: build the symmetry deck → see who lives inside → keep the lawful maps → fold by a sub-deck → act on a world → count.
🃏 symmetry deck — the moves you can do to a thing
- group / abelian — a deck of moves: compose two, get a third; reset e; undo ⁻¹
- group action · orbit · stabiliser — let the deck move a world; orbit–stabiliser \(|\mathcal O|\,|G_x|=|G|\): how far a piece travels × what pins it = the whole deck
- permutations — disjoint-cycle decomposition: any reshuffle is a few separate merry-go-rounds; Cayley: every deck is secretly a deck of shuffles (\(G\hookrightarrow S_n\))
- Cauchy \(p\mid|G|\Rightarrow\) a move of order \(p\) — a prime in the deck forces a move of that exact period
🪟 fold & glue — merge what's "the same to us"
- coset · normal subgroup · quotient G/N — fold the deck by a sub-deck
- Lagrange \(|H|\mid|G|\) — the fold makes equal piles, so a sub-deck's size divides the whole
- 1st Isomorphism \(G/\ker f\cong\operatorname{im} f\) — fold by the do-nothing moves → a perfect reskin of where it lands
- conjugacy classes — fold by "same move, different viewpoint"
🎨 reach — everywhere you get from a few starters
- cyclic group ⟨g⟩ · generators — one move generates the whole deck; classification of cyclic groups
📏 invariant — the score no move changes - order of an element (divides \(|G|\)) · index · sign of a permutation (even/odd, well-defined)
Compression: ~28 canonical results → 4 scenes (≈ 7 : 1). The 191 raw extractions are mostly examples — they reuse these four scenes, they don't add a fifth.
Course 2 — Metric Spaces · grouped by scene¶
Playthrough: lay a ruler → zoom to a linear shadow → keep unbroken threads → spot same-shape worlds → fill the cracks → ask if it's one piece.
📏 world with a ruler — near, without a number first, then with one - metric axioms; triangle inequality (Lem 2.2.2) \(d(x,z)\le d(x,y)+d(y,z)\) — the detour is never shorter; norms; product metric
🌑 cast a shadow — zoom in until it looks linear - total derivative = best linear approximation; directional derivatives; chain rule; inverse function theorem (locally undo the shadow)
🧵 unbroken thread — no teleporting - limits & continuity; continuity ⇔ preimage of every open set is open; uniform convergence keeps continuity
🫧 fill the cracks — add the missing limit-points - open/closed, closure, interior, limit points; completeness (every Cauchy chase lands); Contraction Mapping Theorem — keep shrinking → one unique fixed point
🟡 rubber-sheet sameness — same world, relabelled - isometry (ruler kept); homeomorphism (rubber-sheet); equivalent metrics
🧩 one piece — can't cut it without tearing - connectedness & path-connectedness; a continuous image of one piece is one piece (IVT lives here)
Compression: ~30 canonical results → 6 scenes (≈ 5 : 1). Again the 277 raw extractions are mostly examples reusing these six.
Do the two courses connect?¶
Honest answer: not at the scene level — at the move level. A deck and a ruler don't feel alike. But strip the feel and both courses are the same five Master-Board moves:
| move | Groups | Metric Spaces |
|---|---|---|
| carrier + law | set + · |
set + d |
| lawful map | homomorphism | continuous map |
| sub | subgroup | subspace |
| quotient | G/N |
X/∼ |
| invariant | order · index · sign | completeness · dimension · connectedness |
So scenes are area-local flavour; the universal moves are the global wiring. That is the one real correction the test produced — and it tightens the design: a course gets its own scene-deck (local), and courses are connected through the moves (global), not by forcing one metaphor across unlike fields.
Verdict — goddable?¶
Yes, with one correction and two honest caveats.
- ✅ It compresses. ~28–30 canonical results per course → 4–6 scenes (5–7 : 1). The long tail (the bulk of the 8,921, mostly examples) reuses existing scenes; it does not inflate the scene count. That is the whole bet, and it held on two unlike courses.
- ✅ The maths survives. Every card keeps its verbatim statement; the feel-line is an L0 on top of it, never instead of it.
- 🔧 Correction. Cross-course connection rides the universal moves, not the scenes. Build = per-course scene-decks wired by the master-board moves.
- ⚠️ Caveat 1. The auto-classifier is genuinely noisy — synopsis PDFs leak other courses' lines, and ~half of results get no tag. The metaphor pass is a real agent step, ~20–30 cards of judgement per course, not free.
- ⚠️ Caveat 2. "Example" results (2,243 of 8,921) rarely deserve their own card; the unit that matters is definition + named theorem (~5,300).
Net: the idea is goddable. 8,921 results → a few dozen scenes over ~12 moves is a real compression, it kept the maths, and it's a clean swarm fan-out (one course = one scene-deck a session). The test even paid a dividend: it found the scene/move split that makes the connections honest.
See also¶
- The Card Deck — the program · The Master Board — the moves that connect courses
- Oxford Math — as Games · Oxford Math Notes · Plans