Progress and Predictions

Early doubling looks like nothing. Bodies predict tomorrow as today plus a little. Act while the photo still looks responsible.

Eleven lessons, eleven fictive places. Each lesson is one Quest in Future Forge with a tutor on the Co-Inventor tab. These pages are the textbook the tutor offers one at a time; the inventing happens in the Forge. Each lesson also adds one piece of the workshop, listed under Forge skill below and explained in the “Now in the Forge” box on that lesson’s last page.

Lesson 1 — The counts that looked fine on Monday

Harborline Walk-in Clinic. Forge skill: The basic loop: read the briefing, talk to the tutor, pick a tech, mint an idea, dock it against a crisis hex, answer one hard question, hold the pathway.

Page	Title	Concept (one line)	When the tutor offers it	Illustration
01	Equal steps vs doubling	Linear adds; doubling multiplies; early doubling sits under the line.	After the Harborline clinic story.	01
02	Almost never in nature	Exponential progress is rare in lived nature; fog is decay, not a childhood drill.	After the two rules; before grains.	02
03	Wheat on the board	The second half outweighs the first.	After nature.	03
04	Fold it again	Enough doublings leave human scale.	After the chessboard.	04
05	Each doubling outweighs the past	The newest step beats the sum of all previous.	After scale.	05
06	Looking backwards from full	At 100% the prior step was 50%; 1% is not failure.	After the sum rule.	06
07	Quiet, then loud	Early doubling looks like noise.	Map to the fridge strips.	07
08	Invent while it is still quiet	A local practice on this floor, not a city fantasy.	Last of lesson 1; invent stays in chat.	08

Lesson 2 — Ordered to last year’s sheet

Harborline Ferry Maintenance Yard. Forge skill: Two acts: the root-cause meter, End turn, and Look Ahead with a real doubling chart.

Page	Title	Concept (one line)	When the tutor offers it	Illustration
09	Wired for equal steps	Bodies predict tomorrow as today plus a little.	After Chen’s yard story.	09
10	A doubling you can count	Moore’s claim is a measured climb of parts on a chip, not a slogan.	After the wiring. Same chart as Look Ahead.	10
11	Better tools make better tools	Yesterday’s machine helps design tomorrow’s.	After the chart.	11
12	Frozen to today’s science	A freeze can be smart, funded, and still strand the operator.	Map to the award photo.	12
13	Invent a living plan	A yard practice that notices mismatch, not a prophecy.	Last of lesson 2; invent stays in chat.	13

Lesson 3 — The number that missed the flask

Brinewell Teaching Lab. Forge skill: The Timing light: what a frontier tech can honestly do this year, and what a frontier tile costs in Budget and Support.

Page	Title	Concept (one line)	When the tutor offers it	Illustration
14	Molecules don’t run on bits	A molecule is the wrong shape for an ordinary computer; weather is not that job.	After Mira’s flask story.	14
15	A tiny piece, not a factory	Honest size is a tiny piece of a molecule, not a drug or a forecast.	After why it matters.	15
16	One race is not the flask	A benchmark win is not Mira’s flask.	After size honesty.	16
17	Ordinary machines stay	Weather and payroll stay on ordinary machines; the minutes are for a molecule-shaped job.	Map to the ribbon-cutting.	17
18	Put the tiny piece on the minutes	Spend the minutes on this tiny piece, limits said out loud.	Last of lesson 3; invent stays in chat.	18

Lesson 4 — The mold photo she still opens

Harborline Claims Office. Forge skill: Local rules as weather, the Lobby button, and the Ethicist’s hard question.

Page	Title	Concept (one line)	When the tutor offers it	Illustration
19	The photo still has to be opened	A draft is not a decision; process is the scarce piece.	After Yara’s desk story.	19
20	The shrinking never-list	Falling off “never” is not sitting in the chair.	After the photo.	20
21	Process beats the paste	Ordinary person + machine + strong process beats star + paste.	The law that maps to the desk.	21
22	A move nobody scripted	Unscripted help is real; ownership is still a person.	After Kasparov’s Law.	22
23	Invent an owned desk	One claim type, a stop rule, a named owner of the no.	Last of lesson 4; invent stays in chat.	23

Lesson 5 — The demo that froze on a carton

Rookery Hub. Forge skill: Convergence: two docked ideas that speed each other up, and the Learn button.

Page	Title	Concept (one line)	When the tutor offers it	Illustration
24	After the draft, a body	After bits, atoms; a body is a bet about the workspace.	After Tomas’s demo.	24
25	Why a human shape	Doors and stairs were built for people.	Then the honest reason.	25
26	Not the default body	Balance costs every second; specialists take the flat-floor cartons.	Before the invent.	26
27	Invent the stairs job	One stair or door; stop on crushed cartons.	Last of lesson 5; invent stays in chat.	27

Lesson 6 — The crate on third shift

North Stack Fulfillment. Forge skill: The other challengers (Mother Nature, Moloch) and what a good answer names.

Page	Title	Concept (one line)	When the tutor offers it	Illustration
28	A body is not a safety mode	A cobot is a safety mode on an arm, not a new body.	After Malik’s crate.	28
29	Specialists already ship	Hundreds of thousands of arms a year, walkers in the hundreds.	Then volume.	29
30	Trailers, tonnes, four legs	Different stations, different bodies.	Map to the trailer mouth.	30
31	Open the crate	One hurting station; no walking demo.	Last of lesson 6; invent stays in chat.	31

Lesson 7 — The names on Rosa’s pad

Reedford Clinic. Forge skill: A multi-tech island and writing how the whole pathway works.

Page	Title	Concept (one line)	When the tutor offers it	Illustration
32	When the tower is in the river	A message still has to move when wires and towers are gone.	After Rosa’s clinic story.	32
33	Low Earth orbit	Satellites a few hundred kilometres up; many small ones handing the call along.	Then the orbit.	33
34	A dish versus a phone	A dish needs power and sky. A phone can send a slow text with no dish.	Two products.	34
35	Not only one company	Starlink is live; Amazon Leo, OneWeb, and phone-first rivals are in the race.	Honest 2026 limits.	35
36	Invent the first day	How the clinic reaches the hospital and families on day one.	Last of lesson 7; invent stays in chat.	36

Lesson 8 — The curb at Nia’s bakery

Quay Street, Millspan. Forge skill: Rules as the root cause: when to Lobby and when to invent, and the Look Ahead trade-off.

Page	Title	Concept (one line)	When the tutor offers it	Illustration
37	The curb is the city	A drop-off is seconds. A stall is all day. The scarce piece is the curb.	After Nia’s bakery story.	37
38	You can hail one in some cities	Live in mapped areas in 2026. Not every street.	After the curb.	38
39	Empty miles	About half the miles in one sample had no passenger.	After what is live.	39
40	Leftover lots	Parking can be a huge share of downtown. It does not become housing by itself.	After empty miles.	40
41	Invent the street	Drop-off, wait, one leftover lot. Not a fleet brand.	Last of lesson 8; invent stays in chat.	41

Lesson 9 — The wet wall at Kiln Hall

Kiln Hall, Ashmere. Forge skill: Reading a red hex: “What could help here?” and Coverage meter by meter.

Page	Title	Concept (one line)	When the tutor offers it	Illustration
42	The wall, not the face	A live model can know a building. That is not a camera on people.	After Mara’s hall story.	42
43	A live model	Last year’s drawing is not a twin.	After the wall.	43
44	What is live in 2026	Factory plant models exist. A hall is a smaller job.	After a live model.	44
45	Honest limits	Sync is labor. One wet spot is late.	After what is live.	45
46	Invent before Saturday	What to measure, who is told, what is never filmed.	Last of lesson 9; invent stays in chat.	46

Lesson 10 — The stew at Lowbridge Kitchen

Lowbridge Kitchen, Fenn. Forge skill: Budget as a stock: the first island pays for the second.

Page	Title	Concept (one line)	When the tutor offers it	Illustration
47	The kitchen promised protein	A sack is not a plate. Tuesday stew still has to happen.	After Paz’s stew story.	47
48	Three paths	Plants, fermentation, cells grown in tanks.	After the kitchen.	48
49	What a kitchen can cook in 2026	Plants and fungus protein are the honest Tuesday paths.	After three paths.	49
50	Honest limits	Taste, names, cost. A sack is not a recipe.	After what a kitchen can cook.	50
51	Invent the plate	Which path, how to cook it, who tastes first.	Last of lesson 10; invent stays in chat.	51

Lesson 11 — The last pasture at Duneport

Rillmouth Works, Duneport. Forge skill: Capstone: run the whole loop with the tutor stepping back.

Page	Title	Concept (one line)	When the tutor offers it	Illustration
52	The last pasture	Cheap noon hours can do work a field stake cannot.	After Leah’s story.	52
53	How much land the panels take	Panels take acres locally; at world scale small next to farms.	After why this family.	53
54	Cheap power can make a drink	When noon power is cheap, a real use is making a drink from salt water.	After the land count.	54
55	Honest limits	Brine, membranes, noon-only. Covering the last field is not a cup.	After a drink.	55
56	Invent the cup	Which hours, how they make a drink, who tastes first.	Last of lesson 11; invent stays in chat.	56

Read in order. Invent stays in the Forge, not on these pages. When a run ends, return to the Progress and Predictions module card and open the next lesson.