Aladdin

Designing Your Dream Home with AI

Describe the home you have always wanted and watch it come to life on the screen — then make it energy‑efficient

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The wish to design a home is close to universal. People sketch plans on the backs of envelopes, rearrange rooms in their heads on the drive to work, and hold firm opinions about roof pitch and the color of the siding. A whole genre of design and construction games — such as Minecraft and Welcome to Bloxburg — exists because of it, and children will spend hours building houses in them unprompted. What stops most people going further is not imagination but tooling: to draw a house properly you first have to learn a CAD program, and to find out whether it is an energy‑efficient house you then have to learn a simulation tool.

Build for the joy of it, the way you would in a game.

Then ask the questions no game can answer — and get real numbers, from real weather, at your real location, using real physics.

So home design tends to happen either on paper, where nothing can be tested, or in software that draws beautifully and knows nothing about physics. A drawing has no insulation, no thermal mass, no solar gain through the south windows and no January heating bill; the sun in the picture is decorative. You can make something lovely and learn nothing at all about science and engineering.

Aladdin is built to close that gap with AI. Describe the home you want, in your own words, and it appears in front of you — a real 3D model you can orbit, click and keep changing by talking. And because every wall, window and roof in it carries genuine physical properties, you can then ask what it would cost to heat in January, whether the summer sun bakes the upstairs, how much electricity the roof would make with panels on it, and whether trees on the southwest would help cooling. And it is easier than a design and construction game: in a game you still place every block by hand. Here a sentence does the building — and underneath it all sits a real building‑performance simulator.

What follows is a tour of what you can make: the architectural styles the AI knows, the details that turn a box into a house, the garden around it, the paint on it — and the science that makes all of it more than a game.

From a sentence to a real house

You open the AI Assistant in Aladdin and type. “Build a two‑story farmhouse facing south.” “Make it a Queen Anne with a corner turret.” “Add a north wing and a front porch.” There is no template to pick, no wizard, no separate design mode. The assistant sits in your ordinary editing session and reads the live scene fresh every time you speak, so it knows what is actually there — even after you have dragged things around by hand.

What comes back is not a fixed model dropped into the scene but a genuine, editable structure: a footprint, walls at a sensible story height, a pitched roof, windows in tidy columns and rows along each wall, a front door where you would expect one. It has real stories — an actual second floor, not a tall box with windows painted on — and every number that went into it is still yours to change by asking. “Make the roof steeper.” “The windows on the selected wall are too small.” “Move the whole thing three meters north.”

And a house is only the start of it. The same conversation goes on to dress the building, plant the ground around it and furnish the yard, each request landing against whatever is already standing there:

Nothing here was drawn by hand. The house, the columned portico, the pergola and the grapevine over it, the beds of hydrangea, rose and tulip, the fence — each was asked for in a sentence. This is the real scene, not a picture of one: drag to orbit, scroll to zoom, click any part to inspect it, or view it full screen. On a phone or a headset you can go further and walk down into it, in VR mode.

A whole session reads like this:

Aladdin AI Assistant Design, dress and then interrogate a house
  • Youbuild me a new england farmhouse with a wing
  • AssistantYour farmhouse is up: a two‑story clapboard main block 12 × 8 m under a gable roof, with a lower wing running west off the back so the two ridges meet in a valley. Six‑over‑six sashes in tidy rows, shutters on every one of them — which is half of what a New England front reads as — a columned entry portico on the front door, and a chimney on the main roof.
  • Youadd a pergola and grow a grapevine over it
  • AssistantA pergola stands off the west side with a table and chairs under it, and a grapevine is trained over the beams — the canopy sized to the frame rather than dropped on top of it. Nothing else in the yard was touched.
  • Youdesign a cutting garden with a picket fence
  • AssistantA cutting garden is laid inside a new white picket fence: straight harvest ranks of tulips, peonies and roses behind the house, hydrangeas massed along the facades, potting planters at the back wall, with one lawn filling the enclosure and a paved driveway running out to the street. The gate is cut on the front‑door axis and the planting keeps that approach clear.
  • Youpaint it barn red
  • AssistantRepainted in “Barn Red”: saturated barn‑red body, bone‑white trim, dark walnut shutters, a black door and an iron roof.
  • Younow run the energy simulation for the year
  • AssistantAnnual simulation done, using a full year of hourly weather for your site. I can break it down by month, show you where the losses are, or try a change — thicker insulation, better glazing, or the shade trees on the southwest — and re‑run it so you can see which one actually pays.

Forty‑two house styles, written down

“Build a Greek Revival” is a tall order, and it is the request people actually make. So the AI carries a library of architectural recipes: forty‑two worked cases, each a real house with real numbers — the plan, the story heights, the roof pitch, the window proportions, the palette, and the one or two details without which the style does not read. A Greek Revival is not a colonial with columns added to it. It is a wide symmetric block under a low temple pitch, giant‑order columns running the full two stories to a pediment that stands above the eave, one white over both floors, paired end chimneys, and tall narrow sashes wearing no shutters, so that nothing on the wall competes with the columns. The recipe spells all of that out, because the outline alone is not the style: get the pitch, the heights and the proportions wrong and what you have is a house gesturing at a Greek Revival rather than one.

The architectural style library

45 styles

American classical

  • Colonial
  • Georgian
  • Federal
  • Greek Revival
  • Neoclassical
  • American Foursquare
  • Cape Cod
  • Saltbox
  • Dutch Colonial

Victorian era

  • Victorian (Queen Anne)
  • Italianate
  • Second Empire
  • Gothic Revival

20th-century American

  • Craftsman bungalow
  • Ranch
  • Raised ranch / split-level
  • Modern farmhouse
  • Barn / barndominium

European

  • English cottage
  • Tudor Revival
  • French Provincial
  • Scottish baronial
  • Swiss chalet

Warm climates

  • Mediterranean / Spanish Revival
  • Courtyard hacienda
  • Pueblo / adobe
  • Florida Cracker
  • Key West / Conch

East Asian

  • Chinese traditional
  • Japanese minka
  • Gasshō-zukuri
  • Korean hanok

Modern

  • Modern flat-roof
  • Cantilever house
  • Floating box
  • A-frame

Plans & forms

  • Cross-gable (T / L plan)
  • U-plan
  • H-plan
  • E-plan
  • Cruciform (cross plan)
  • Octagon house
  • Monitor / clerestory
  • Terraced row house
  • Dome / roundhouse

Here are four of them, built exactly as they are written:

A Greek Revival mansion: white body under a low side gable, with a colossal two-story portico of round columns rising to a pediment, and paired end chimneys
Greek Revival. The colossal portico is the style: giant‑order columns running the full two stories of a white facade to a pediment that breaks the roofline, over a low temple pitch, with paired end chimneys and the wide frieze band under the eaves.
An octagon house after the Armour-Stiner house: eight sides under a bell-shaped dome, a colonnaded veranda wrapping every side, and a windowed belvedere on top
Octagon house. Three concentric octagons in one call: eight chord walls on a 7 m circumradius, a veranda colonnade wrapping every face, and a lantern floating on the dome's deck. The dome is a mansard given side curvature, and the octagon is real straight walls rather than a fake curve.
A Swiss chalet with the gable facing front, deep eaves and a full-width upper balcony on timber posts
Swiss chalet. The gable faces the street, the eaves fly deep on every side, and a full‑width railed gallery crosses the upper front on square timber posts, with the door walking out underneath. Wood tones throughout, dark green shutters, two attic lights in the gable.
A Japanese minka farmhouse with a gently concave hip roof, deep eaves and an engawa veranda
Japanese minka. A low timber podium, a hip roof with a subtle concave sweep and corners that barely lift, a meter of sheltering eave, pale plaster under a near‑continuous run of dark‑framed lattice, and the engawa veranda running under the eave.

The things that make a house a house

A house gets its character from its parts — the porch, the dormers, the bay window, the chimney — and those parts are exactly where AI‑generated buildings tend to go wrong: a porch hovering above the ground, a dormer cutting straight through the ridge, a turret sitting on top of the front door. So the assistant does not improvise them out of boxes. Each one is a feature the app itself knows how to build, and knows where it belongs: ask for it and it is put on the right wall, at the right floor, fitted around whatever is already there.

  • Porches and verandas — including wraparound porches that mitre properly at every corner, with railings, square or round posts, a Victorian spindle frieze, a raised platform and a real stair.
  • Dormers — gable, shed and hipped, sized and spaced along a slope, with the roof pitch checked first because a shallow roof cannot carry one.
  • Wall dressing — half‑timbering that draws its own posts, beams, studs and braces; parapets; shutters; arched, circular and semicircular windows; glazed and paneled front doors; bargeboards on the gables.
  • Chimneys, cupolas, balconies, porticos and bay windows, each landing where it belongs and clearing the windows it would otherwise cover.
  • An attached garage, tucked under the house eave at the same pitch, with a driveway that follows.
  • Turrets — the octagonal corner tower of a Queen Anne, rising past the eave under a conical spire.

After dark a lighting plan takes over: carriage‑lantern sconces beside every entry door, bollards pacing the walk, lamp posts at the street, lanterns at the gates, uplights in the trees and a glow at the pond, in four fixture styles.

The gingerbread on the gable

One piece of that wall dressing is worth singling out, because it shows how far down into the detail Aladdin is willing to go — and because it is the difference between a Gothic Revival and a shed with a steep roof. The bargeboard is the sawn board that hangs on the rake of a gable where the roof oversails the wall. It is the Carpenter Gothic signature, the chalet's verge, the Queen Anne's frill. Aladdin cuts ten patterns, most of them with a finial at the peak. Most are sawn, where the pattern is the lower edge of the board; a few are cut clean through the field between a top and a bottom rail, so the gable itself shows between the pieces — a far bigger change to a house than any edge treatment.

Ask for it on every wall and let the runtime sort it out: a board is drawn only where a wall top actually climbs, so eave walls get nothing and a hipped or pyramid roof gets nothing at all. Here are nine of them on the same plain house:

A gable end with a cusped bargeboard: Gothic arcs meeting at downward points, pierced with round holes
CuspedGothic arcs meeting at downward points, with a row of round piercings. The cottage‑grade Carpenter Gothic board, and the default.
A gable end with a tracery bargeboard: a deeper board cut through with quatrefoils
TraceryThe full article: a deeper board cut clean through with quatrefoils, so the gable shows between them. For a showpiece villa — too rich for a cottage.
A gable end with a trefoil bargeboard: the tracery board with three-lobed foils instead of four
TrefoilThe same board with three‑lobed foils instead of four. A quieter tracery — the one for a house that wants the Gothic without the showpiece.
A gable end with an ogee bargeboard: S-curved cusps running into sharp points
OgeeS‑curved cusps that leave the deep point slowly and then run straight into a sharper apex — the ogee arch of church Gothic.
A gable end with an icicle bargeboard: narrow pendant drops hanging from a straight edge
IcicleNarrow pendant drops hanging off a straight edge. The Gothic cottage's lighter version, and the one that reads best from a distance.
A gable end with a dagged bargeboard: a zigzag of sharp triangles
DaggedA medieval zigzag of sharp triangles — no curves, no holes. Early and plain: the one for a Tudor.
A gable end with a scalloped bargeboard: a smooth wave with no points or piercings
ScallopedA smooth wave, no points and no piercings — the quietest of the sawn boards. The Swiss chalet and Queen Anne verge.
A gable end with a spindle bargeboard: a close-set run of turned spindles between two rails
SpindleOpen, not sawn: a close‑set run of turned spindles between two rails. Queen Anne and Eastlake — and the same motif a porch frieze builds.
A gable end with a lattice bargeboard: alternating triangles cut away, leaving a zigzag of diagonal bracing
LatticeOpen as well: alternating triangles cut away, leaving a zigzag of diagonal bracing. The Swiss chalet, where the gable is meant to look framed.

One boundary worth naming: this is the house, not the rooms. Interior design — room layouts, furniture, finishes — is not something Aladdin does yet, because its subject is the science and the engineering: the envelope, what the sun does to it, and what it costs to keep warm. You can step inside and look around, but what the assistant shapes for you is the building, not the decor.

Then landscape it

A house does not stop at its walls. Ask to landscape the yard and one request lays a complete garden around the building already standing there: beds hugging every facade, drifts of flowers, shade trees, a clipped hedge, a pond held in stone, a lawn, a paved driveway out of the garage, and lamps that come on after dark.

A cottage garden laid around a T-plan house with an attached garage: flower beds against the facades, a picket fence, a paved driveway, shade trees and a lawn
“Design a cottage garden with a picket fence.” A white picket ring with an arbor gate on the front‑door axis, beds crowding the facades and turning the corners of the T, a hedge along the boundary, shade trees placed for summer shade, a lawn filling the enclosure, and a paved driveway out of the garage door to the street — six trees and 240 flowering plants are generated from just one sentence.

The layout is computed against the real geometry of the house, and most of the work is in the constraints that keep it looking deliberate. Beds follow the actual wall segments, so on an L‑plan or a house with a wing the planting turns the corners with the building instead of cutting through it, and every bed stops at a doorway. Each door keeps a clear corridor out to the edge of the yard — the axis a gate or a rose arbor stands on. Ponds are dug with irregular outlines and edged in stone. Boulders are extruded from fractal footprints to look natural.

There are nineteen landscape styles, and they differ in geometry and ground surface, not merely in flower color:

The landscape library

19 styles

Flower gardens

  • Cottage Garden
  • Rose Garden
  • Cutting Garden
  • Pollinator Meadow
  • Prairie Meadow

Formal & architectural

  • Formal Parterre
  • Mediterranean Courtyard
  • Classic Front Lawn

East Asian

  • Japanese Garden
  • Zen Dry Garden

Dry & warm climates

  • Desert Garden (xeriscape)
  • Coastal Garden
  • Hawaiian Lava Garden
  • Tropical Resort Garden

Woodland & working

  • Woodland Garden
  • Alpine Rock Garden
  • Rain Garden
  • Orchard & Kitchen Garden

Performance

  • Energy-Saver Garden
A formal parterre garden: mirrored clipped rows, matched trees and a raised stone basin
Formal Parterre. Mirrored about the entrance axis: clipped rows flanking the approach, matched pairs of trees, a hedge ring round the lot and a raised stone basin instead of a natural pond.
A zen dry garden: a raked gravel court over the whole lot with boulder groups, moss islands, pines and stone lanterns
Zen Dry Garden. A karesansui court: no grass at all, one raked gravel field combed with long parallel lines, waist‑high boulder groups with moss at their feet, stone lanterns, a leaning maple.
A rose garden: massed red roses inside clipped box edging with a ring bed on the front axis
Rose Garden. Massed red roses inside clipped box edging, a ring bed on the front axis, climbing roses on paired arbors at the back wall. The signature species genuinely dominates.
A desert garden: saguaro, organ pipe cactus and Joshua trees over cactus drifts, with fan palms for shade
Desert Garden. Saguaro, organ‑pipe cactus and Joshua trees over cactus drifts and boulder outcrops, with fan palms and coconuts doing the shading — a cactus shades nothing.
A Hawaiian lava garden: green lawn in front of the house giving way to a black basalt terrace with a lagoon pond behind it
Hawaiian Lava Garden. Lawn at the street, a black basalt terrace behind the house, with the lagoon pond, the palm grove and the hibiscus massed against the stone.
A tropical resort garden: palms leaning over a centerpiece pond with hibiscus drifts and mown lawn running to the water
Tropical Resort Garden. The pond is the centerpiece, palms leaning over it and hibiscus drifting along the beds, with mown lawn running right down to the water.

Some styles change the ground itself. The Zen court is raked gravel; the Coastal garden lays a pale pebble‑sand surface over the whole lot; and the Hawaiian garden changes surface across the lot, lawn giving way to lava behind the house.

One thing at a time

Every piece of a landscape can also be asked for on its own, and each one stands alone: “add a pond” digs the water, its coping and its rim rocks and touches nothing else, on a fully planted yard or a bare one. The same goes for the lawn, the hedge, the shade‑tree belt, the walkway and the driveway.

Beyond the planting there is a set of built additions. None of them ever appears unless you ask for it — no style lays one on its own:

  • Swimming poolA real basin: caustic water, a coping ring and a paved apron, each paintable on its own.
  • PergolaPosts, beams and open rafters — with grape vines trained up opposite posts if you want them.
  • GazeboOctagonal, on a raised deck, its railing left open toward the house, under tiered roofs and a finial.
  • FountainTiered stone — basin ring, pedestal, upper bowl — with a translucent jet, because still water is a birdbath.
  • BenchesThey seat themselves at the pond's edge, facing the water — or under the pergola, in pairs facing each other.
  • Patio setA round table with a ring of chairs turned to face it, an umbrella through the middle, a lounger alongside.
The back yard of a T-plan house with a swimming pool, a pergola, a gazebo, a patio set with a red umbrella and a bench
The back yard, each piece placed by naming a corner of the lot: a pool with its coping and apron, a pergola with the patio set and its umbrella beneath it, a gazebo, and a bench on the lawn. A fountain stands out on the front lawn, beyond the house.

Placement has a small, strict grammar. Name an absolute spot — “in the northeast corner” — and it is resolved against the house's real orientation. Ask for a relative move — “three meters west” — and it is locked to that bearing: the thing lands as close to the distance you asked for as clearances allow along that line, and declines rather than quietly putting itself somewhere else. Things can also be placed relative to each other: a bench west of the pond goes on the pond's west shore, and a bench under the pergola goes deliberately inside it. Up to five of each per house. And revising one — “make the fountain smaller” — rebuilds it exactly where it stands.

Draw the boundary

A yard has an edge, and the edge says as much about a house as the roof does — a split rail says farm, wrought iron says town, a wall of boards says leave me alone. Nine constructions are modeled, each with its own default height and color, and each is a real ring rather than a decal: posts, boards, rails and piers, mitred at the corners, with the gate cut where the walk actually crosses the line and an arbor standing over it if you want one. Here they are on one house, so the only thing changing between pictures is the fence.

A white picket fence around a house, with an arbor over the front gate
PicketSquare white pickets, about waist height. The default, and the one a cottage garden reaches for.
A tall privacy fence of near-touching boards around a house
PrivacyTall near‑touching boards, 1.8 m. Screens the yard outright — and is the one a hedge is usually planted outside, to soften it from the street.
A split-rail fence of sparse posts and horizontal rails around a house
Split railSparse posts and horizontal rails. Marks the line without enclosing anything: the ranch and farmhouse boundary.
A wrought-iron fence of thin dark round pickets around a house
Wrought ironThin dark round pickets. The estate and townhouse railing — and what to ask for when you want chain link, which is not modeled.
A low solid stone-colored garden wall around a house
Garden wallA low solid wall, 0.7 m, in stone color. Mediterranean and cottage — something to sit on rather than see through.
A lattice-top fence: privacy boards under a band of slat lattice
Lattice topPrivacy boards under a band of slats. The screen without the blankness, and the one climbers are meant to grow up.
A fence of masonry piers with dark iron infill around a house
Stone piersMasonry piers at intervals with panels of dark iron spanning between them. The estate frontage, and the heaviest fence in the set.
A horizontal slat fence of cedar bands between sparse square posts
Horizontal slatCedar slats running the other way, between sparse posts. The contemporary fence — the one to put around a modern house.
A tall estate railing of dark round iron pickets with a belt rail
Estate ironThe same round pickets carried to 2 m with a belt rail at mid height. Height is the whole difference.

Two things about the boundary fence are worth knowing. Each garden style has a fence paired to it by default — a cottage garden asks for picket, a formal parterre for wrought iron, a Mediterranean courtyard for the low wall — so asking for a landscape with a fence gets a boundary that belongs to it. And it is built as four independent runs, one per side: “move the north fence two meters north” moves that run and leaves the other three where they are, resizing the enclosure, and the lawn refills to the new line in the same breath.

And paint it

The last decision is the one everybody has an opinion about. A color scheme repaints the whole house coherently in one step: walls take the body color, trim and posts the trim color, windows their trim and shutters, the entry door its accent — keeping its paneling, which tints rather than flattens — and the roof its own color. Six of the twenty, on the same house:

A house painted in the Santorini White scheme: whitewashed body with cobalt trim, shutters and door
Santorini White — whitewashed body with cobalt trim, shutters and door, and a pale roof: the Greek‑island look.
The same house painted in the Monochrome Noir scheme: black body, trim, shutters and roof, with a burnt-orange door
Monochrome Noir — black on black: body, trim, shutters and roof all one tone, with a single burnt‑orange door.
The same house painted in the Red Brick scheme: red-brick body, white trim, black shutters and door, charcoal roof
Red Brick — red‑brick body, white trim, black shutters and door, charcoal roof: the classic masonry facade.
The same house painted in the Mediterranean Stucco scheme: pale stucco body, white trim, azure shutters and a tile-red roof
Mediterranean Stucco — pale stucco body, white trim, azure shutters, a walnut door and a tile‑red roof.
The same house painted in the Key West Tropical scheme: turquoise body, white trim, deep-teal shutters, a coral door and a silver metal roof
Key West Tropical — turquoise board body, white trim, deep‑teal shutters, a hibiscus‑coral door and a silver metal roof.
The same house painted in the Forest Lodge scheme: deep forest-green body, stone-cream trim, near-black shutters, a walnut door and a black roof
Forest Lodge — deep forest‑green body, stone‑cream trim, near‑black shutters, a walnut door and a black roof.

The color schemes

20 palettes
Modern Farmhouse warm white body, crisp white trim, matte black shutters and door, charcoal roof
Coastal Blue soft sea‑blue body, white trim, navy shutters, coral front door, driftwood‑gray roof
Nantucket Gray weathered gray‑shingle body, white trim, spruce shutters, cranberry door
Painted Lady plum body, cream trim, aubergine shutters, deep teal door — the San Francisco Victorian
Craftsman Earth sage body, parchment trim, walnut shutters, oak door, bark‑brown roof
Classic Colonial cream body, white trim, bottle‑green shutters, federal‑blue door
Desert Adobe sun‑baked clay body, sand trim, mesquite shutters, sage door, terracotta roof
Nordic Dark near‑black body, pale birch trim, natural‑oak door, iron roof — the Scandinavian cabin
Buttercream Cottage buttery body, ivory trim, moss shutters, clay‑red door, thatch‑brown roof
Mediterranean Stucco pale stucco body, white trim, azure shutters, walnut door, tile‑red roof
Red Brick red‑brick body, white trim, black shutters and door, charcoal roof
Navy & Brass deep navy body, crisp white trim, near‑black shutters, brass‑oak door, slate roof
Santorini White whitewashed body with cobalt trim, shutters and door, pale roof — the Greek‑island look
Cedar & Forest natural cedar body, forest‑green trim, bark shutters, chestnut door, moss roof
Barn Red saturated barn red, bone‑white trim, dark walnut shutters, black door, iron roof
Monochrome Noir black on black — body, trim, shutters and roof one tone, with a single burnt‑orange door
Sage & Cream soft sage body, cream trim, deep‑green shutters, black door, gray roof
Key West Tropical turquoise board body, white trim, deep‑teal shutters, hibiscus‑coral door, silver metal roof — the Conch house
Provence Lavender pale rose‑plaster body, white trim, lavender‑gray shutters, soft blue door, warm gray roof
Forest Lodge deep forest‑green body, stone‑cream trim, near‑black shutters, walnut door, black roof

Now find out how it performs

Everything above would be a pleasant toy if it stopped there. It does not, and that is the point of building a home here: what you have just made is an engineering model. The walls have U‑values. The windows have solar heat gain coefficients. The sun moves correctly for your latitude, on the date and at the hour you set, and the weather comes from real measured data for your location.

So you can ask, in the same chat window that built the house:

  • How much energy will this house use?

    It drives the building‑energy engine through a full year of hourly weather and reports the heating, the cooling and the net, month by month — then tells you what the numbers mean.

  • Does the upstairs overheat in July?

    The indoor temperature across a day, so you can see whether a room bakes in the afternoon or holds comfortable overnight.

  • Put solar panels on the south roof and tell me the annual yield.

    With tilt, orientation, cell‑temperature derating and battery storage, so the net figure counts what the house generates for itself.

  • Show me where sunlight actually hits.

    A solar‑radiation heatmap painted straight onto the roofs and the walls.

  • Would trees help?

    Here the garden stops being decoration. Trees are real occluders in the simulations — which is why the landscaper puts deciduous shade trees on the true sun side, where they block the summer sun and, bare in winter, let the low winter sun through, with evergreens opposite as a windbreak. One landscape style, the Energy‑Saver Garden, exists purely so you can run the year before and after and watch the number move.

A solar-radiation heatmap painted across a landscaped house in Aladdin: red on the sunlit roofs and the driveway, green on the shaded walls
Ask for a solar‑radiation map and the day's insolation is painted onto every surface — roofs, walls, the driveway, the lawn. Warm colors mark the sunniest faces, so the best places for panels are obvious at a glance, and the cool patches are the shade the tree and the house are actually casting.

Or let AI optimize the house for you

Answering questions is one thing. The more interesting move is to hand the whole problem over: “optimize this house.” The assistant then stops being a draftsman and becomes an engineer. It simulates the design you have, changes one thing to cut net energy — heating plus cooling, minus whatever the rooftop solar panels generate, if any — simulates again, and keeps the change only if it actually helped. If it did not, the change is rolled back and the next round has to try a different lever. It repeats for as many steps as you allow, and leaves your scene at the single best design it found.

How a design sweep runs

ONE LAP = ONE STEP 1 Evaluate A full year simulated through the transient engine, solar credited. 2 Revise Change one lever: glazing, insulation, orientation, panels. 3 Re‑evaluate The same year simulated again, so the two numbers are comparable. 4 Keep or roll back Better by a real margin, or it never happened.

What makes this different from an ordinary optimizer is what proposes the changes. There is no list of parameters to sweep and no numeric solver hunting through them: the thing suggesting the next move is the language model, reasoning about this house in this climate — that the west glazing is what bakes the upstairs, that the overhang is too short to shade a south window in July. The loop supplies the discipline, the measurement and the veto; the model supplies the ideas. You get back the trajectory, step by step, with what changed and how much net energy fell.

Two ways to search a design space

The classical way

An evolutionary algorithm

Genetic algorithms and particle swarms — what Aladdin itself uses to lay out a solar farm.
  • A fixed list of numbersChosen in advance and bounded: tilt angle, row spacing, rows per rack.
  • Blind movesRandom resets and recombination. The operator has no idea what a wall is.
  • Paid for in volumeWhich is why it needs a population and thousands of cheap evaluations.
The way here

The design sweep

The assistant refining a house you have already built.
  • No parameter listA move is any edit it could make by hand: glazing, insulation, an overhang, the orientation, panels on the roof.
  • Reasoned movesThe model reads this house in this climate and picks the lever it expects to pay.
  • Paid for in judgmentSo a dozen simulations are enough — and each step comes back explained.

One searches widely because it cannot think; the other searches narrowly because it can. Both are implemented in Aladdin, and they are good at different jobs: the genetic algorithm where the variables are known and an evaluation is cheap, the sweep where the hard part is knowing which variable to touch.

There is a wider version of the same idea. Rather than refining one house, ask for several: the assistant generates a handful of genuinely different candidates for one brief, stands them side by side in your scene, scores them all in a single yearly run, and tells you which won — leaving the row up so you can see for yourself what a deeper plan or a different roof was worth. Then you can point the optimizer at the winner.

And these are not decorative numbers. Aladdin's building‑energy engine is checked against ASHRAE Standard 140 (BESTEST), the reference suite that whole‑building simulation programs are validated with — the same bar professional tools are held to. That is the difference between a house you built and a house you know something about.

Why this matters for young builders

There is a real educational opportunity hiding in all of this. Children who would never open a CAD program will happily spend hours on a house in a design and construction game, and what they are exercising is genuine design thinking: proportion, symmetry, circulation, taste. What has been missing is the feedback loop that turns that play into understanding. In a game, a wall of glass facing north costs nothing. Here you can build it, run the year, and watch the heating bill answer you.

That loop — build something you care about, change one thing, re‑run, hear why the result moved — is how physical intuition is actually formed. And because the assistant explains as it works, a student can ask why the north rooms run cold, or whether insulation or better windows would help more, and get the reasoning rather than a chart. The house they wanted to build anyway becomes the laboratory.

Conclusion

Wherever building has been made easy, people have done an enormous amount of it — for years, unprompted, with no reward but the building itself. The desire is not the scarce part. The interface is.

Aladdin removes the same friction — say what you want, watch it appear — and points it at a model that is scientifically real. The shade trees go southwest because that is where the summer sun is. The heating number comes from a full year of your location's weather, through an engine checked against the standard the profession uses. You get the home you dreamed of, and you get to find out how much energy it will cost you.

Which is, in the end, the promise the name was chosen for. In the old tale, the lamp granted whatever its owner asked for. Ask for your dream home now, and it takes shape in front of you — and then, unlike in the story, you can use it as an engineering laboratory to learn.

Related reading: A new way of design · Validating against ASHRAE Standard 140

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