3.0 What this chapter gives you#
- You will be able to say where the silicon in a chip comes from, naming the rock and the furnace.
- You will be able to explain why 99 percent pure is useless here.
- You will be able to describe how a single crystal is grown, and why the whole ingot must be one unbroken lattice.
- You will be able to walk from a 265 kilogram crystal to a 775 micrometer polished wafer, naming every cut.
- You will be able to explain photolithography, and why shorter wavelength light gives smaller features.
- You will be able to explain how extreme ultraviolet light is made from a falling tin droplet.
- You will be able to explain doping, deposition, the copper wiring stack, testing, dicing and packaging.
- You will be able to say honestly what “3 nm” means in 2026.
- You will be able to explain why leading-edge chip making sits in a handful of buildings on Earth.
3.1 Where silicon comes from#
PLAIN3.1.1 in simple words#
- Silicon is a chemical element, a basic building block of matter, like iron or oxygen.
- About 28 percent of the mass of the Earth’s rocky shell is silicon. Only oxygen is more common.
- But you will never dig up a lump of pure silicon anywhere on Earth.
- Every silicon atom in the ground is already bound to oxygen, tightly.
- Silicon plus oxygen makes silica. Silica plus metals makes the silicate minerals, which is most rock.
- So the job is not to find silicon. The job is to tear the oxygen off it.
- The purest common form of silica is the mineral quartz. That is what we mine.
PLAIN3.1.2 a picture in your head#
- Think of silicon as a person already holding hands with two oxygen partners, and refusing to let go.
- Rock is that crowd, frozen solid. No silicon atom stands alone.
- Quartz is the tidiest part of the crowd. Beach sand is a messier part, with shell and iron mixed through.
- Where this comparison breaks: atoms do not want anything. The real fact is that the silicon-oxygen bond is strong, near 800 kilojoules per mole.
PLAIN3.1.3 a worked example#
- Take a kilogram of average continental crust and sort it by mass.
| Oxygen |
about 46 percent |
| Silicon |
about 27.7 percent |
| Aluminum |
about 8 percent |
| Iron |
about 5 percent |
- So that kilogram holds roughly 277 grams of silicon, and none of it is loose.
- Typical beach sand runs 90 to 99 percent silica. Chip-grade quartzite runs above 99.5 percent.
- That gap of a few percent is why we mine specific rock instead of a beach.
PLAIN3.1.4 what is really happening inside#
- Silica is silicon dioxide: one silicon atom joined to two oxygen atoms, in an endless solid network.
- In quartz that network is a regular crystal with little else mixed in.
- In granite and clay the same units combine with sodium, potassium, aluminum, iron and magnesium. Those are silicates.
- Iron is the enemy. Iron atoms inside silicon later act as traps that ruin the electrical behaviour we want.
- So mining is really sorting. We look for rock where nature already sorted for us.
- The ore must also be lumpy, because the furnace needs gas to flow up through the charge. Powder would choke it.
TECHNICAL3.1.5 the engineer’s version#
- Silicon, atomic number 14, is the second most abundant crustal element at about 27.7 percent by mass, after oxygen.
- It does not occur natively, only as silicon dioxide and as the silicate mineral families.
- Feedstock is lump quartz or quartzite, sized roughly 10 to 100 millimetres, specified above 99 percent silicon dioxide.
- Limits are set on iron, aluminum, calcium, titanium, boron and phosphorus.
- Boron and phosphorus matter most. They are dopants, and they resist later chemical removal.
- Producing regions include Norway, Spain, Turkey, Brazil, China, Russia and the United States.
| Beach sand |
Mixed sediment |
90 to 99 pct silica |
| Silica sand |
Washed and graded |
98 to 99.5 pct |
| Quartzite lump ore |
Metamorphic rock |
above 99.5 pct |
| Spruce Pine quartz |
Ultra-high purity |
above 99.99 pct |
- The honest version: Spruce Pine quartz, in North Carolina, is famous, but it is not usually the feedstock that becomes the chip.
- It is mainly melted into the fused-quartz crucibles used later in crystal growth. Do not repeat the claim that chips start as Spruce Pine sand.
WORDS3.1.6 remember these#
- Silica — silicon joined to oxygen — silicon dioxide, SiO2, the network solid forming quartz.
- Silicate — silica with metals mixed in — a mineral family built on silicon-oxygen tetrahedra.
- Quartz — the clean crystal form of silica — crystalline SiO2, the preferred carbothermic feedstock.
- Quartzite — hard rock made mostly of quartz — metamorphosed sandstone supplied as graded lump ore.
3.2 First refining: the submerged-arc furnace#
PLAIN3.2.1 in simple words#
- We have crushed quartz. Now we pull the oxygen off, using carbon and a very large amount of heat.
- Carbon takes oxygen readily. Hot enough, it strips oxygen from silicon and leaves as carbon monoxide gas.
- The machine is a submerged-arc furnace: a huge lined bowl with thick carbon rods pushed into the charge.
- Electricity arcs through the material and heats it to around 1,900 degrees Celsius, hotter than lava.
- Molten silicon collects at the bottom and is drained through a tap hole.
- What comes out is metallurgical-grade silicon, about 98 to 99.5 percent pure.
- That sounds excellent. For a chip it is hopelessly dirty.
PLAIN3.2.2 a picture in your head#
- Picture a stone pot several metres across, filled with gravel, coal and wood chips.
- Three carbon rods, each as thick as a tree trunk, are pushed down into the mixture.
- Where the current jumps it makes an arc, and that arc sits buried inside the charge. That is “submerged arc”.
- Where this comparison breaks: nothing is cooking. This is a chemical reduction reactor, with reactions stacked in temperature zones.
PLAIN3.2.3 a worked example#
- Here is the overall reaction, written the simple way.
SiO2 + 2 C -> Si + 2 CO
quartz carbon silicon carbon monoxide
- Silicon dioxide is near 60 grams per mole; silicon is near 28. So 60 kilograms of quartz gives at most 28 kilograms of silicon.
- Real furnaces recover roughly 80 to 90 percent. Some silicon escapes as silicon monoxide gas.
- Energy cost is roughly 11 to 13 kilowatt hours per kilogram of product.
- A large furnace runs at 20 to 40 megawatts, continuously, for years. It is never switched off if that can be avoided.
PLAIN3.2.4 what is really happening inside#
- The charge is quartz plus carbon sources: coal, charcoal, petroleum coke and wood chips.
- Wood chips are added for a physical reason. They keep the charge porous so gas can escape.
- In the hot lower zone, around the arc, silicon dioxide is reduced to liquid silicon.
- In the cooler upper zone, escaping silicon monoxide reacts with carbon to form silicon carbide, which sinks and reacts further.
- That recycling is why the process works. Without it, far too much silicon would leave as gas.
- The honest version: the tidy equation is a summary, not a description. It is a coupled set of reactions across a temperature gradient.
- Impurities stay with the metal. Iron, aluminum and calcium dissolve in the liquid silicon.
TECHNICAL3.2.5 the engineer’s version#
- This is carbothermic reduction of silicon dioxide in a three-phase submerged-arc furnace, with Soderberg or prebaked graphite electrodes.
- Arc temperature is around 1,900 to 2,000 degrees Celsius. Silicon melts at 1,414 degrees Celsius, so the product is liquid.
- The dominant intermediate is silicon carbide.
- Output is metallurgical-grade silicon, written MG-Si, at 98 to 99.5 percent.
- Ladle refining with oxygen and slag additions removes some aluminum and calcium. It does not remove boron or phosphorus.
| Ferrosilicon |
alloy, not pure |
Steel making |
| MG-Si |
98 to 99.5 pct |
Alloys, silicones |
| UMG-Si |
99.9 to 99.999 pct |
Some solar cells |
| Polysilicon EG |
99.9999999 pct up |
Chips |
- World output is millions of tonnes per year. Only a small share reaches semiconductor purity.
- Silica fume, the dust caught from the offgas, is sold as a concrete additive. It is a revenue stream, not waste.
WORDS3.2.6 remember these#
- Carbothermic reduction — using carbon and heat to strip oxygen — carbon as the reducing agent at high temperature.
- Submerged-arc furnace — a furnace whose arc is buried in the material — a three-phase electrode furnace.
- Metallurgical-grade silicon — first-pass silicon metal — MG-Si at 98 to 99.5 percent, the input to chemical purification.
- Silica fume — fine dust caught from the exhaust — amorphous silicon dioxide sold as a concrete admixture.
3.3 Getting to nine nines#
PLAIN3.3.1 in simple words#
- Silicon at 99 percent has one foreign atom in every hundred.
- For a chip we need roughly one foreign atom in every billion, and for some impurities far fewer.
- You cannot get there by melting and skimming. You need chemistry.
- The trick is to turn solid silicon into a liquid chemical, clean it, then turn it back into solid silicon.
- The chemical is trichlorosilane. It boils just under 32 degrees Celsius, so we can distil it.
- Then we pipe the cleaned vapour over hot silicon rods, and silicon grows back onto them, atom by atom.
- The result is polysilicon, at nine nines purity or better: 99.9999999 percent.
PLAIN3.3.2 a picture in your head#
- Imagine a bucket of mixed salt and sand, and you want pure salt.
- You dissolve what you can, filter out what will not dissolve, then boil the water away. The salt comes back clean.
- Making trichlorosilane is the dissolving step. Distillation is the filtering step. Growing rods is the boiling-dry step.
- Where this comparison breaks: salt water separates in one pass. Nine nines needs columns in series, some tens of metres tall, plus days of deposition.
PLAIN3.3.3 a worked example#
- Purity numbers are hard to feel, so convert them into countable things.
| 99 pct (2N) |
1 in 100 |
1 bad brick in a wall |
| 99.9999 pct (6N) |
1 in 1 million |
1 person in a city |
| 99.9999999 pct (9N) |
1 in 1 billion |
1 second in 32 years |
| 11N |
1 in 100 billion |
1 card in a stack |
- That stack of 100 billion cards would stand about 15,000 kilometres tall, with exactly one wrong card in it.
- Now the humbling part. A cubic centimetre of silicon holds about 5 times 10 to the power 22 atoms.
- So even at nine nines, that cubic centimetre still holds around 50 thousand billion foreign atoms.
- Nine nines is not “no impurities”. It is “impurities below the level where they change the behaviour we care about”.
PLAIN3.3.4 what is really happening inside#
- Step one. Ground metallurgical silicon meets hydrogen chloride gas at around 300 degrees Celsius in a fluidized bed.
- Out comes trichlorosilane. Impurities come along as their own chlorides, with their own boiling points.
- Step two. The mixture goes through distillation columns. Boron and phosphorus compounds are hardest to strip and set the final purity.
- Step three. The cleaned liquid is vaporized, mixed with hydrogen, and fed into a sealed bell-jar reactor.
- Inside stand thin silicon filaments heated to about 1,100 degrees Celsius. The gas breaks down there, silicon sticks, hydrogen chloride leaves.
- Over two to four days the filaments grow into grey rods 15 to 20 centimetres across, which are broken into chunks.
- This is polysilicon: extremely pure, but made of many small crystals pointing in random directions. We fix that next.
TECHNICAL3.3.5 the engineer’s version#
- The dominant route is the Siemens process, developed by Siemens in Germany in the late 1950s and still the workhorse in 2026.
- Hydrochlorination runs at roughly 300 to 350 degrees Celsius. Trichlorosilane boils at 31.8 degrees Celsius, making distillation practical.
- Deposition is chemical vapour deposition onto filaments at about 1,100 to 1,150 degrees Celsius inside a water-cooled bell jar.
- Conversion per pass is low, near 20 percent, so unreacted gas and silicon tetrachloride are recycled.
| Solar, multicrystalline |
7N to 8N |
Standard PV cells |
| Solar, monocrystalline |
9N to 10N |
Higher-eff PV |
| Electronic grade |
10N to 11N |
Integrated circuits |
- The main alternative is the fluidized bed reactor route, fed with monosilane, giving granular polysilicon at roughly one tenth of the heating electricity.
- The honest version: “eleven nines” is a bulk metallic-impurity figure, not a statement about every element.
- Dopants such as boron and phosphorus are specified separately, in parts per billion atomic or as resistivity. Carbon and oxygen are separate again.
- Metrology includes glow discharge mass spectrometry, inductively coupled plasma mass spectrometry, and photoluminescence.
WORDS3.3.6 remember these#
- Trichlorosilane — the liquid we clean instead of the metal — SiHCl3, boiling point 31.8 degrees Celsius.
- Siemens process — growing pure silicon back onto hot rods — CVD from trichlorosilane and hydrogen at about 1,100 degrees Celsius.
- Polysilicon — very pure silicon made of many small crystals — electronic-grade polycrystalline silicon, the feedstock for crystal growth.
- Nine nines — 99.9999999 percent pure — 9N, one foreign atom per billion by the stated metric.
3.4 Growing a single crystal#
PLAIN3.4.1 in simple words#
- Our polysilicon chunks are pure, but their internal arrangement is a mess.
- They are many small crystals at random angles. Where two meet there is a seam called a grain boundary.
- Electrons behave badly at those seams. A chip needs one repeating pattern across the whole piece, with no seams.
- So we melt the polysilicon completely and grow it back as one single crystal.
- We dip a small perfect seed crystal into the melt and slowly pull it upward while turning it.
- Liquid silicon freezes onto the seed and copies its arrangement exactly.
- Keep pulling for a day or more and you get a cylinder of one crystal, called a boule or ingot.
- A 300 millimetre boule is about 2 metres long and weighs about 265 kilograms.
PLAIN3.4.2 a picture in your head#
- Think of pulling hot toffee slowly out of a pan so it stretches into a smooth rod instead of breaking.
- Now add one rule: it can only harden by copying the pattern already above it. The seed is that template.
- Pull too fast and the pattern breaks. Pull too slow and the rod grows fat. Spinning keeps the heat even all round.
- Where this comparison breaks: toffee just cools. Each silicon atom must find one site in a repeating three-dimensional lattice. And the crucible slowly dissolves into the melt.
PLAIN3.4.3 a worked example#
- Here is a full run for a 300 millimetre crystal.
Charge polysilicon into crucible about 250 to 450 kg
Melt down under argon melts at 1414 deg C
Dip the seed crystal seed a few mm across
Neck: pull thin and fast neck about 3 mm wide
Grow the crown, widen out out to 300 mm across
Grow the body about 2 m of cylinder
Taper the tail and lift clear whole run 1 to 3 days
- Pull rate through the body is around 0.5 to 1.5 millimetres per minute.
- Crucible and crystal rotate in opposite directions, a few turns per minute each.
- The neck stage looks wasteful but is essential. Pulling thin and fast forces line defects out to the surface, where they vanish.
- That trick came from William Dash at General Electric around 1958. It is why modern crystals can be dislocation-free.
PLAIN3.4.4 what is really happening inside#
- The polysilicon sits in a fused-quartz crucible inside a graphite support, under argon so no air gets in.
- Heaters bring everything above 1,414 degrees Celsius, the melting point of silicon.
- A measured amount of boron or phosphorus goes into the melt now. This is the first doping step.
- As the seed rises, liquid at the interface freezes, and each atom locks into the position dictated by the seed.
- The seed’s lattice direction therefore sets the direction of the whole boule. That is crystal orientation.
- Impurities prefer to stay liquid, so the crystal purifies itself as it grows. That is segregation, and it leaves the tail dirtier than the head.
- The quartz crucible slowly dissolves, so oxygen enters the melt and ends up in the crystal. This is unavoidable here.
TECHNICAL3.4.5 the engineer’s version#
- The method is the Czochralski process, named for Jan Czochralski, the Polish chemist who described the pulling technique in 1916.
- It was adapted to semiconductors at Bell Telephone Laboratories by Gordon Teal and John Little around 1950.
- Orientation is given by Miller indices. The two common wafer orientations are
- and (111).
- dominates for modern CMOS logic, because the silicon to silicon-dioxide interface has lower trapped charge on that plane.
- Resistivity is set by melt doping: boron gives p-type; phosphorus, arsenic or antimony give n-type.
- Interstitial oxygen lands near 10 to 20 parts per million atomic. It gives internal gettering, which traps metals away from the device region.
| 150 mm |
about 1 to 1.5 m |
about 30 to 50 kg |
| 200 mm |
about 1.5 to 2 m |
about 100 kg |
| 300 mm |
about 2 m |
about 265 kg |
- The alternative is float-zone growth. A radio-frequency coil melts a narrow band passed along a rod, with no crucible touching the melt.
- Float-zone silicon has far lower oxygen and much higher resistivity, so it suits power devices, radiation detectors and some radio-frequency parts.
- It is limited to about 200 millimetres and costs more, so almost all logic and memory wafers are Czochralski.
- The honest version: a Czochralski crystal is dislocation-free, not defect free. Point defects, vacancy clusters and dissolved oxygen remain.
WORDS3.4.6 remember these#
- Single crystal — one unbroken repeating pattern of atoms — a monocrystalline solid with no grain boundaries.
- Grain boundary — the seam where two crystals meet — a planar defect that scatters carriers and traps charge.
- Boule — the big grown cylinder — the as-grown single-crystal ingot before machining.
- Czochralski — the dip-and-pull growth method — crucible-based melt pulling, the dominant industrial route.
- Float zone — crucible-free growth by a moving molten band — FZ silicon, low oxygen, high resistivity, limited diameter.
3.5 From boule to wafer#
PLAIN3.5.1 in simple words#
- We have a two-metre crystal cylinder. Chips are built on thin flat slices of it.
- First the cone-shaped ends are cut off and thrown back into the melt pot.
- Then the cylinder is ground on the outside to exactly the right diameter all the way along.
- A small notch is ground into the side. It tells every later machine which way the crystal pattern faces.
- Then the cylinder is sliced, using one very long wire coated with cutting grit.
- Sawing leaves slices rough and damaged, so they are ground flat, etched in acid, and polished.
- The result is a wafer: a disc about three quarters of a millimetre thick, with a mirror surface.
PLAIN3.5.2 a picture in your head#
- Think of a very long, expensive salami sliced into perfect discs by a machine that never wobbles.
- Except the slicer is not a blade. It is one wire, hundreds of kilometres long, wound across grooved rollers.
- The wire runs at speed carrying hard particles, cutting the whole ingot into hundreds of slices in one pass.
- Where this comparison breaks: salami only needs to look right. A wafer must be flat to a fraction of a wavelength of light, or the printing step goes out of focus.
PLAIN3.5.3 a worked example#
- Follow one 300 millimetre boule through the shop.
Boule 2 m, 265 kg
-> crop the ends lose about 10 to 20 pct
-> grind to 300.0 mm lose a few mm of radius
-> grind the notch one small notch on the edge
-> wire saw about 900 to 1200 wafers
-> lap and edge-round remove the saw damage
-> acid etch remove more damage
-> CMP one side mirror finish
-> clean and pack sealed cassettes
- Slicing loses material as kerf, the width of the cut. Diamond wire kerf is roughly 100 to 150 micrometers.
- A finished 300 millimetre wafer is 775 micrometers thick, plus or minus about
- That is standardized, not a guess.
- So each wafer plus kerf uses close to 0.9 millimetres of boule, giving around one thousand wafers from 2 metres.
- A blank polished 300 millimetre prime wafer sells for very roughly 100 to 150 US dollars in volume.
PLAIN3.5.4 what is really happening inside#
- Cropping removes the crown and tail, where diameter is wrong and impurity levels are off.
- The notch is ground after an X-ray measurement finds the true crystal direction.
- Older small wafers used a straight flat on the edge. Modern 200 and 300 millimetre wafers use a notch, which wastes less area.
- In wire sawing the wire does not cut. The abrasive does. Sawing leaves a damaged layer tens of micrometers deep, full of microcracks.
- Lapping presses wafers between plates with slurry to make both faces parallel and flat. Edge rounding stops chipping and particle shedding.
- Acid etching removes the crushed layer. Chemical-mechanical polishing then finishes one face with a soft pad and an alkaline silica slurry.
- Final cleaning ends with drying in filtered air. From here the wafer never touches ordinary air again.
TECHNICAL3.5.5 the engineer’s version#
- Wafer geometry is set by SEMI standards: diameter, thickness, flatness, edge profile and notch dimensions.
| 150 mm (6 in) |
675 um |
177 sq cm |
Legacy, power, MEMS |
| 200 mm (8 in) |
725 um |
314 sq cm |
Analog, auto, RF |
| 300 mm (12 in) |
775 um |
707 sq cm |
All leading-edge |
| 450 mm (18 in) |
925 um |
1590 sq cm |
Never commercialized |
- Thickness rises with diameter for stiffness. A thin 300 millimetre wafer would sag and crack under its own weight.
- Going from 200 to 300 millimetres multiplies usable area by about 2.25 for less than 2.25 times the cost. That is the case for larger wafers.
- The 450 millimetre transition stalled. The Global 450 Consortium, based in Albany, New York, effectively collapsed around 2016 and 2017.
- Reported reasons: huge tool redevelopment cost, EUV absorbing the industry’s capital, and reluctance to fund a change helping mainly the largest players.
- As of 2026 there is no credible 450 millimetre roadmap.
- Processed wafer prices at leading nodes, reported by analysts in early 2026. These are negotiated and vary by customer.
| 28 nm |
about 3,000 USD |
| 7 nm |
about 9,500 USD |
| 5 nm class |
about 18,500 USD |
| 2 nm class |
about 30,000 USD |
- The honest version: the raw silicon disc is a rounding error. At the 2 nanometre class it is well under 1 percent of the finished wafer price.
- When people say “sand is cheap, so chips should be cheap”, this table is the answer. The material is cheap. The processing is not.
WORDS3.5.6 remember these#
- Kerf — the material lost to the cut — the saw slot width, roughly 100 to 150 micrometers with diamond wire.
- Notch — the alignment mark on the wafer edge — a SEMI-specified notch replacing the older primary flat.
- CMP — polishing with chemistry and rubbing together — chemical-mechanical planarization, using a pad and reactive slurry.
- Prime wafer — the best grade sold — a polished wafer meeting full flatness, particle and defect specification.
3.6 The cleanroom#
PLAIN3.6.1 in simple words#
- The features on a modern chip are far smaller than a speck of dust.
- One particle in the wrong place can short two wires or block a printing step, and kill that chip.
- So chip factories are built inside rooms far cleaner than an operating theatre.
- Air is pushed down through ceiling filters, constantly, and pulled out through the floor.
- The dirtiest thing in the room is the human. People wear sealed suits, called bunny suits, that keep skin flakes and breath in.
- The building must be still, because even small vibrations blur the printing step.
- The rinse water is purer than drinking water by an enormous margin.
- All of this is why a leading-edge fab costs billions before it makes a single chip.
PLAIN3.6.2 a picture in your head#
- Picture an operating theatre, made a hundred times cleaner, inside a concrete box the size of several football pitches.
- The whole ceiling is a filter. Air falls straight down like an invisible waterfall, sweeping particles to the floor.
- Wafers do not ride through the open room. They travel in sealed pods on overhead rails and dock onto machines.
- Where this comparison breaks: a theatre worries about living germs. A fab does not care whether a particle is alive. It cares about size.
PLAIN3.6.3 a worked example#
- Suppose one chip is 1 square centimetre, and the process leaves 0.1 killer defects per square centimetre.
- A simple model gives a good fraction of e to the power of minus 0.1, about 0.90. So 90 percent survive.
- Now make the chip ten times bigger, 10 square centimetres, like a large graphics processor.
- The same defect density gives e to the power of minus 1, about 0.37. Only 37 percent survive.
- Same factory, same wafer. Bigger chips are punished brutally, which drives the move to chiplets in section 3.10.
PLAIN3.6.4 what is really happening inside#
- Cleanliness is measured by counting particles in a fixed volume of air, at a fixed particle size.
- The cleanest areas allow about ten particles of 0.1 micrometer or larger in a whole cubic metre of air.
- To hold that, room air is replaced hundreds of times per hour, needing enormous fan power running permanently.
- Not all of the fab is equally clean. The tightest classes apply where wafers are exposed, especially at the lithography tools.
- Water is purified until it barely conducts, then deoxygenated and filtered again just before use. A big fab uses millions of litres a day.
- Vibration matters because the printing tool must hold alignment to a few nanometres while a heavy stage moves fast.
- So the lithography bay sits on an isolated slab with active dampers, and the fab is not built next to a railway line.
TECHNICAL3.6.5 the engineer’s version#
- Air cleanliness is classified by ISO 14644-1. The older United States standard, Federal Standard 209E, was withdrawn in 2001.
| ISO 1 |
10 |
500 to 750 |
| ISO 2 |
100 |
500 to 750 |
| ISO 3 |
1,000 |
500 to 750 |
| ISO 5 |
100,000 |
250 to 300 |
- ISO 3 corresponds roughly to the old Class 1, and ISO 5 to the old Class 100.
- Modern practice is a mini-environment strategy. The bay runs at ISO 5 or 6 while the wafer sees ISO 1 inside a sealed pod and inside the tool.
- Wafers travel in a Front Opening Unified Pod, a SEMI-standard carrier, moved by an overhead hoist transport system.
- Ultrapure water is specified at 18.2 megaohm-centimetre at 25 degrees Celsius, the theoretical maximum for pure water.
- Molecular contamination is controlled too. Ammonia poisons chemically amplified photoresist, so lithography bays use chemical filtration.
- Vibration is specified against generic vibration criteria curves. Advanced lithography demands VC-E or better, near 3 micrometres per second RMS.
- TSMC stated in 2025 and 2026 that a 2 nanometre fab module of about 20,000 wafer starts per month costs roughly 25 to 35 billion US dollars.
- TSMC guided 2026 capital spending to roughly 60 to 64 billion US dollars. Most of that is tools; a single EUV scanner can exceed 200 million dollars.
- Standard, convention or implementation detail: ISO 14644-1 is a standard, the bunny suit is a convention, and each bay’s class is an implementation detail of that fab.
WORDS3.6.6 remember these#
- Cleanroom — a room with almost no dust — a controlled environment classified by ISO 14644-1 particle limits.
- Bunny suit — the full-body coverall — a cleanroom garment containing human-generated particles and fibres.
- FOUP — the sealed wafer box — Front Opening Unified Pod, the standard 300 millimetre carrier.
- Ultrapure water — water with nothing else in it — UPW at 18.2 megaohm-centimetre at 25 degrees Celsius.
- Defect density — how many killer flaws per area — D0 in defects per square centimetre, the main input to yield models.
3.7 Photolithography, the heart of it#
PLAIN3.7.1 in simple words#
- A chip is a stack of patterned layers. Photolithography puts the pattern on each layer.
- It is printing with light, and it is the most important step in the factory.
- First we coat the wafer with a liquid that hardens into a thin film and reacts to light. That is photoresist.
- We spin the wafer very fast so the liquid spreads into an even layer, much thinner than a hair.
- Then we shine light through a patterned plate, called a mask or reticle, onto the resist.
- Where light lands, the resist changes chemically. A developer washes away either the lit parts or the unlit parts.
- We etch through the holes left behind, then strip the remaining resist off.
- That is one layer. A modern chip repeats this cycle, with different masks, many dozens of times.
PLAIN3.7.2 a picture in your head#
- Think of spray painting a wall through a cardboard stencil. The mask is the stencil; the resist records where the spray hit.
- Now change two things. The stencil is four times bigger than the pattern you want, and a lens shrinks the image on the way down.
- And the stencil covers only one small rectangle. The machine prints it, steps sideways, prints again, and repeats across the wafer.
- That is why the tool is a stepper, or a scanner when it sweeps rather than flashes.
- Where this comparison breaks: paint stays where it lands. Photoresist never becomes part of the chip. It is destroyed and removed on every layer.
PLAIN3.7.3 a worked example#
- Here is one complete layer cycle, in order.
1 clean and prime make surface accept resist
2 spin coat resist 3000 rpm, film 30 to 200 nm
3 soft bake drive off solvent
4 align to previous match marks already on wafer
5 expose light through the reticle
6 post-exposure bake drive the resist chemistry
7 develop wash away the soluble parts
8 inspect and measure check width and overlay
9 etch cut into the layer below
10 strip resist remove the mask and clean
- Now the print-and-repeat step. A standard exposure field is 26 by 33 millimetres, which is 858 square millimetres.
- A 300 millimetre wafer is about 70,700 square millimetres, so the machine prints roughly 80 fields to cover one wafer.
- If each field holds four dies of about 200 square millimetres, one wafer carries about 320 dies for that layer.
- Then it does the whole thing again for the next layer. And again.
PLAIN3.7.4 what is really happening inside#
- The resist is not a simple dye. In modern deep ultraviolet resists, light creates a small amount of acid inside the film.
- The bake after exposure lets that acid move and trigger a chain reaction, changing the solubility of the polymer around it.
- That amplification is why modest light flips a whole film. It is also why stray ammonia in the air ruins the pattern.
- Alignment is separate and just as hard. Each new layer must line up with the layers already there, to a few nanometres.
- The machine reads marks already on the wafer and adjusts stage position, rotation and scale before printing. The error left over is overlay.
- Etching transfers the pattern downward. Wet etching uses liquids and eats sideways as well as down.
- Dry etching uses a plasma, an electrically excited gas, and cuts almost straight down. That is why small features need it.
TECHNICAL3.7.5 the engineer’s version#
- Resolution follows the Rayleigh criterion.
CD = k1 * wavelength / NA
DOF = k2 * wavelength / (NA * NA)
CD = smallest printable half-pitch
NA = numerical aperture of the lens
k1 = process factor, hard physical floor at 0.25
DOF = depth of focus, the focus error allowed
- Three levers exist: shorter wavelength, higher numerical aperture, lower k1.
- Single exposure cannot go below k1 of 0.25. That physical limit is the reason multi-patterning exists.
- Note the second formula. Numerical aperture costs depth of focus quadratically, which is why wafer flatness is specified so tightly.
- Reticles are typically 4x reduction, so 60 nanometres on the mask prints at 15 nanometres on the wafer.
- Optical proximity correction distorts the mask shapes so the printed result is correct. Sub-resolution assist features help their neighbours print.
- The honest version: the mask is not a picture of the chip. It is the computed input that yields the chip after diffraction.
- History: the first commercial wafer stepper was the GCA DSW4800, introduced in 1978. Step-and-scan replaced steppers at advanced nodes in the 1990s.
- A leading-node mask set is commonly quoted at 10 to 30 million US dollars. That is the main barrier to low-volume advanced chips.
| Field size |
One printed rectangle |
26 by 33 mm |
| Reduction |
Mask to wafer scale |
4x |
| Overlay |
Layer to layer error |
1 to 3 nm |
| Throughput |
Wafers per hour |
100 to 220 |
WORDS3.7.6 remember these#
- Photoresist — light-sensitive coating — a polymer film whose solubility changes on exposure, via a photoacid generator.
- Reticle — the patterned plate — a quartz plate with an absorber pattern, imaged at 4x reduction onto the wafer.
- Stepper and scanner — print-and-repeat machines — step-and-repeat or step-and-scan exposure tools working field by field.
- Numerical aperture — how widely the lens gathers light — NA, appearing in the Rayleigh resolution and depth of focus equations.
- Overlay — how well layers line up — registration error between a printed layer and the layers beneath it.
- OPC — deliberately distorting the mask — optical proximity correction, a computational step applied before mask writing.
3.8 The light#
PLAIN3.8.1 in simple words#
- The smallest thing you can print depends on the wavelength of your light. Shorter waves draw finer lines.
- Chip making has therefore been a long march toward shorter wavelengths.
- It started with mercury lamps giving ultraviolet light at 436 and then 365 nanometres.
- Then came gas lasers at 248 nanometres, then 193 nanometres. These are deep ultraviolet.
- Progress stalled at 193, so engineers filled the gap between lens and wafer with water.
- Water bends light more than air, which shrinks the effective wavelength in the gap. That is immersion lithography.
- When that ran out, they printed one layer more than once with offset patterns. That is multi-patterning.
- Finally came extreme ultraviolet at 13.5 nanometres, fourteen times shorter than 193.
PLAIN3.8.2 a picture in your head#
- Imagine drawing with a marker pen. A thick pen cannot draw thin lines, no matter how steady your hand.
- Wavelength is the thickness of the pen tip. To draw finer, you need a finer tip.
- Immersion is like drawing underwater, where the ink spreads less. You get a finer line from the same pen.
- Multi-patterning is drawing every second line, letting it dry, then going back for the ones in between.
- Extreme ultraviolet is not a finer pen. It is a different tool entirely, which no glass lens can focus.
- Where this comparison breaks: a pen deposits ink. Light deposits nothing. The limit comes from diffraction, how waves spread past an edge.
PLAIN3.8.3 a worked example#
- Put real numbers into the Rayleigh formula from section 3.7: half-pitch equals k1 times wavelength divided by numerical aperture.
- Dry 193 nanometre tool, numerical aperture 0.93, k1 of 0.30: about 62 nanometres.
- Immersion 193 nanometre tool in water, numerical aperture 1.35, since water has refractive index near 1.44 here: about 43 nanometres.
- EUV at 13.5 nanometres, numerical aperture 0.33: about 12 nanometres. High numerical aperture EUV at 0.55: about 7 nanometres.
- Notice the jump. Moving to EUV bought more resolution in one step than the previous twenty years of optical improvement.
PLAIN3.8.4 what is really happening inside#
- Here is how EUV light is actually made. It is not a lamp and not a normal laser.
tin droplet generator
| drops of molten tin, about 25 um across
| released about 50,000 times per second
v
[ pre-pulse laser ] -> flattens the drop into a disc
|
v
[ main pulse laser ] -> vaporizes it into hot plasma
|
v
plasma over 200,000 degrees emits 13.5 nm light
|
v
collector mirror -> multilayer mirrors -> reticle
|
v
more mirrors -> wafer
- A carbon dioxide laser of over ten kilowatts average power fires twice at each falling droplet.
- The first shot squashes the sphere flat. The second turns it into plasma, an extremely hot ionized gas radiating at 13.5 nanometres.
- Everything absorbs this light. Air absorbs it, glass absorbs it. So there are no lenses, and the path must be in vacuum.
- Instead the machine uses mirrors of about forty to fifty alternating pairs of molybdenum and silicon, each layer a few nanometres thick.
- Even those reflect only around 70 percent. After ten bounces most of the light is gone, which is why source power is such a struggle.
- The reticle is a mirror too, not a transparent plate. That is a fundamental break from all earlier lithography.
- Tin debris coats the collector and shortens its life, so hydrogen gas is flowed through to clean it.
TECHNICAL3.8.5 the engineer’s version#
| g-line |
436 nm |
Mercury lamp |
1980s |
| i-line |
365 nm |
Mercury lamp |
late 1980s to 90s |
| KrF DUV |
248 nm |
Krypton fluoride |
mid 1990s to 2000s |
| ArF DUV |
193 nm |
Argon fluoride |
2001 onward |
| ArF immersion |
193 nm in water |
ArF plus water |
2007 onward |
| EUV |
13.5 nm |
Tin plasma |
2019 onward |
- The 157 nanometre fluorine laser generation was researched hard and abandoned around 2003, because 193 immersion proved cheaper and better.
- Immersion entered volume production around 2007, with water enabling numerical apertures up to 1.35.
- EUV entered high-volume manufacturing in 2019, first at Samsung and TSMC for 7 nanometre class layers.
- Low numerical aperture tools such as the ASML TWINSCAN NXE:3800E have numerical aperture 0.33 and are reported at 180 to 220 million US dollars.
- High numerical aperture EUV, the TWINSCAN EXE:5200 family, has numerical aperture 0.55 and is reported at about 380 million US dollars per tool.
- Anamorphic means the reduction differs by axis, 4x one way and 8x the other. The field halves to about 26 by 16.5 millimetres, so large dies are stitched.
- ASML of Veldhoven, the Netherlands, is the only supplier of EUV scanners.
- Zeiss SMT supplies the optics and TRUMPF the carbon dioxide laser, both of Germany. The tin source traces to Cymer, now part of ASML.
- Where experts disagree: whether High-NA EUV beats low-NA plus double patterning on cost per layer. Intel has pushed High-NA; some analysts disagree. As of 2026 this is unsettled.
- Established fact: EUV works and is in volume production. Active research: higher source power and dry resists. Marketing claim: any statement that a named node “requires” High-NA today.
WORDS3.8.6 remember these#
- Deep ultraviolet — the 248 and 193 nanometre light — DUV from krypton fluoride and argon fluoride excimer lasers.
- Immersion lithography — printing through water — a water film between final lens and wafer, raising NA above 1.
- Multi-patterning — printing one layer in several passes — LELE, SADP and SAQP decomposition of a dense layer.
- Extreme ultraviolet — 13.5 nanometre light — EUV, in the soft X-ray region, needing vacuum and reflective multilayer optics.
- Laser-produced plasma — light made by vaporizing tin — LPP source, a dual carbon dioxide laser pulse at 50 kilohertz.
- High-NA — the next EUV generation — numerical aperture 0.55 anamorphic optics with a halved exposure field.
3.9 The other steps#
PLAIN3.9.1 in simple words#
- Printing patterns is half the story. We also add and change material.
- Doping means adding a tiny controlled amount of a foreign element to change how the silicon conducts.
- The main method is ion implantation. We turn the dopant into charged atoms, accelerate them, and fire them into the wafer.
- That smashes the crystal, so afterwards we heat the wafer briefly. The lattice repairs and the dopants settle into place.
- Oxidation means growing a glass layer by heating silicon in oxygen. The wafer rusts, in a useful and controlled way.
- Then three ways of laying material on top: chemical deposition, physical deposition, and one-atomic-layer-at-a-time deposition.
- Finally the transistors are wired together, in a stack of copper layers above them, fifteen or more.
- A modern chip goes through many hundreds of process steps and spends about three months inside the fab.
PLAIN3.9.2 a picture in your head#
- Think of building a city on a plain, where you may only work from above and must finish each floor before the next.
- Doping is changing the soil chemistry in specific plots so buildings there behave differently.
- Chemical vapour deposition is a fine mist that reacts and settles everywhere, even inside narrow trenches.
- Physical vapour deposition is shot-blasting from one direction. It coats what it can see and struggles down deep holes.
- Atomic layer deposition is placing one tile at a time across the whole city. Very slow, very exact.
- The metal stack is the road network built above the buildings, with vertical lifts between levels.
- Where this comparison breaks: a city is built once. Wafer layers are built, partly cut away and rebuilt, and nothing buried is reachable again.
PLAIN3.9.3 a worked example#
- Here is the damascene method, which is how the copper wiring is made.
Start: a flat insulating layer over the transistors
1 etch a trench and a via hole into the insulator
2 line the hole with a thin barrier film (TaN/Ta)
3 sputter a thin copper seed layer
4 electroplate copper until it overflows the trench
5 polish the whole surface flat with CMP
6 the only copper left is inside the trench
Result: a wire buried in glass, top surface perfectly flat
- Notice what did not happen. We never etched copper. Copper is hard to etch cleanly, so we cut the shape first and fill it.
- That is damascene, named after the inlay metalwork of Damascus. Doing trench and vertical connection in one fill is dual damascene.
- Repeat fifteen or more times, with wires getting wider and thicker as you go up.
- Bottom layers carry signals inside one circuit block. Top layers are thick and carry power across the chip.
PLAIN3.9.4 what is really happening inside#
- Ion implantation: a gas of boron, phosphorus or arsenic is ionized, sorted by mass with a magnet, then accelerated.
- Energies run from under one thousand electron volts for shallow layers up to millions for deep wells.
- Dose is counted as ions per square centimetre, typically ten to the twelve through ten to the sixteen, and is very repeatable.
- Annealing: the wafer is heated in seconds, or milliseconds, to around 1,000 degrees Celsius, to repair damage and activate dopants.
- It must be brief, because heat also makes dopants diffuse and smear the tiny features we just made.
- Oxidation: heating silicon in oxygen or steam at 800 to 1,200 degrees Celsius grows silicon dioxide, consuming some silicon.
- Chemical vapour deposition: gases decompose on the hot wafer. Physical vapour deposition: an argon plasma knocks atoms off a target onto the wafer.
- Atomic layer deposition: two gases are fed alternately, never together. Each pulse adds at most one atomic layer, so thickness is counted in cycles.
TECHNICAL3.9.5 the engineer’s version#
| Thermal oxidation |
Grows from substrate |
Gate oxide, isolation |
| LPCVD and PECVD |
Gas reacts on surface |
Nitride, oxide, poly |
| PVD sputtering |
Ions knock off target |
Barriers, seed, pads |
| ALD |
One layer per cycle |
High-k, liners, spacers |
- The gate insulator was silicon dioxide for about forty years. Intel replaced it with hafnium-based high-k plus metal gates at 45 nanometres in 2007.
- The honest version: since 2007 “gate oxide” is largely historical. The layer is a hafnium oxide film laid by atomic layer deposition.
- Interconnect switched from aluminum to copper. IBM announced copper interconnect in 1997, using dual damascene with CMP.
- Copper needs a barrier, historically tantalum nitride and tantalum, because copper diffuses into silicon and poisons devices.
- Dielectrics moved from silicon dioxide, near 3.9, to carbon-doped low-k films near 2.5 to 3.0, to cut wire capacitance.
- Advanced logic in 2026 uses 15 to 20 metal levels, from roughly 20 to 30 nanometre pitch at the bottom to micrometres at the top.
- Backside power delivery is the current change. Intel calls its version PowerVia, shipped in 18A; TSMC’s equivalent arrives with A16.
- Step counts: advanced logic is commonly described as more than 1,000 process steps with roughly 80 to 100 mask layers. Exact counts are confidential, so treat these as approximate.
- Cycle time: a leading-edge logic wafer spends about 3 months in the fab, often quoted as 12 to 16 weeks. With packaging and test, four to five months.
WORDS3.9.6 remember these#
- Doping — adding a trace element to change conduction — introducing acceptors or donors to set carrier type and concentration.
- Ion implantation — firing dopant atoms into the wafer — mass-analyzed ion beam implantation, dose in ions per square centimetre.
- Annealing — a short hot step to repair and settle — rapid thermal, spike, flash or laser anneal for damage repair and activation.
- ALD — one atomic layer per cycle — atomic layer deposition, self-limiting surface reactions giving exact conformal thickness.
- Damascene — cut the shape then fill it — trench-first copper metallization finished by CMP, in single and dual forms.
- High-k — a better gate insulator than glass — a high permittivity dielectric, usually hafnium based, in use since 2007.
3.10 Testing, dicing, packaging#
PLAIN3.10.1 in simple words#
- At the end of the fab, the wafer holds hundreds of finished chips, still joined in one disc. Some are broken.
- So we test every one, while they are still attached.
- A machine lowers a head with hundreds of fine needles onto each chip, sends in signals, and checks the answers.
- Bad chips are marked for scrap. Good chips are sorted by how well they performed, which is called binning.
- The same design, from the same wafer, can sell as an expensive fast part or a cheaper slow part.
- Then the wafer is cut into individual chips. Each is glued into a package, connected electrically, and covered.
- The package is not just protection. It carries power in, carries heat out, and fans tiny pads out to board-sized contacts.
PLAIN3.10.2 a picture in your head#
- Think of biscuits baked as one sheet, which must be checked, graded, cut and boxed.
- Testing is tasting each one before cutting. Cheaper than boxing a bad one and finding out later.
- Binning is grading: perfect ones in the premium box, uneven ones in the value box, from the same recipe.
- Modern high-end products do not use one big biscuit. They use several smaller ones side by side, connected together.
- Where this comparison breaks: biscuits need not line up to a micrometer, and none needs 1,000 watts of heat carried off a postage stamp.
PLAIN3.10.3 a worked example#
- Take a 300 millimetre wafer, about 70,700 square millimetres, and a die of 100 square millimetres.
- A circle cannot be tiled perfectly by rectangles, so you get about 600 full dies, not 707.
- Apply defects at 0.1 per square centimetre and about 90 percent are good, so about 540 good dies.
- If the processed wafer cost 18,500 US dollars, that is about 34 US dollars per good die.
| 50 sq mm |
about 1,240 |
95 pct |
about 16 USD |
| 100 sq mm |
about 600 |
90 pct |
about 34 USD |
| 200 sq mm |
about 290 |
82 pct |
about 78 USD |
| 600 sq mm |
about 88 |
55 pct |
about 380 USD |
- Doubling die area more than doubles cost per working chip. You lose twice over: fewer dies and worse yield.
- That table, and nothing else, explains why the industry moved to chiplets.
PLAIN3.10.4 what is really happening inside#
- Wafer probe, or wafer sort, is the first electrical test. A probe card with hundreds of needles contacts the pads, often at several voltages and temperatures.
- Dicing separates the dies. A diamond blade saw is traditional. Laser stealth dicing makes a weak plane inside the silicon, then the wafer is stretched and splits.
- Die attach fixes the die down, face up on a pad or face down onto a substrate.
- Wire bonding joins the die pads to the package with fine gold or copper wires, welded by heat and ultrasound. Cheap and mature.
- Flip-chip turns the die upside down and connects through solder bumps across the whole face, allowing many more connections and shorter power paths.
- Above the die goes a lid or heat spreader, joined by a thermal interface material: a paste, a pad, or soldered metal.
- Underneath sits the substrate, a small multilayer board fanning fine connections out to larger solder balls or pins.
- Chiplets change the picture. Several dies sit on a shared carrier and behave as one product.
TECHNICAL3.10.5 the engineer’s version#
- Yield is modelled from defect density. Two standard forms are used.
Poisson: Y = exp(-A * D0)
Murphy: Y = ((1 - exp(-A * D0)) / (A * D0)) ^ 2
A = die area in square centimetres
D0 = defect density per square centimetre
- Murphy’s model is usually closer to reality, because defects cluster rather than spreading evenly.
- Mature high-volume nodes run D0 near 0.05 to 0.1 per square centimetre. A new node starts far worse and improves over quarters.
- Reported N2 test-chip yields in early 2026 were about 70 to 80 percent for TSMC, with Intel and Samsung lower. These are press reports, not disclosure.
- Binning sorts by maximum stable frequency, leakage, and functional core count. Fusing off a defective core is normal and deliberate.
- The reticle limit sets the largest single die at about 26 by 33 millimetres, 858 square millimetres, at low numerical aperture EUV.
- 2.5D packaging places multiple dies on a silicon interposer. TSMC’s platform is CoWoS, introduced in 2012; Intel’s bridge alternative is EMIB.
- 3D packaging stacks dies with through-silicon vias. Examples are Intel Foveros, announced 2018, and TSMC SoIC.
- High Bandwidth Memory is a JEDEC standard: stacked DRAM joined by through-silicon vias, placed beside the logic die. HBM4 was standardized in
| NVIDIA H100 |
2022 |
80 billion |
| NVIDIA B200 |
2024 |
208 billion, 2 dies |
| Cerebras WSE-3 |
2024 |
4 trillion |
| NVIDIA Rubin |
announced 2026 |
336 billion, 4 tiles |
- The known good die problem is central. Stacking three good dies with one bad one wastes all four, so pre-assembly test coverage must be very high.
- Advanced packaging capacity, not wafer capacity, has been the binding constraint on artificial intelligence accelerator supply since 2023.
WORDS3.10.6 remember these#
- Wafer probe — testing chips before cutting — wafer sort using a probe card and automated test equipment.
- Yield — the share of chips that work — good die over gross die, modelled from area and defect density.
- Binning — sorting identical chips into product grades — speed, power and core-count sorting of one die design.
- Flip-chip — die mounted face down on bumps — controlled collapse chip connection, giving area-array input and output.
- Interposer — a carrier that wires dies together — a silicon or organic substrate with fine-pitch routing, the basis of 2.5D.
- Chiplet — a small die that is part of a bigger product — a partitioned die assembled with others into one package.
- HBM — stacked memory beside the processor — High Bandwidth Memory, a JEDEC standard using through-silicon-via DRAM stacks.
3.11 What “3 nm” actually means now#
PLAIN3.11.1 in simple words#
- Chip generations have names like 7 nanometre, 5 nanometre, 3 nanometre, 2 nanometre.
- Most people assume the number is the size of something on the chip. It is not, and has not been for over a decade.
- Today it is a generation label meaning “our next, better process”, and each company picks its own numbers.
- A silicon atom is about 0.2 nanometres across. Nothing useful can be three atoms wide and still work as a transistor.
- On a real 3 nanometre process, the spacing between neighbouring gates is about 45 nanometres, fifteen times the name.
- What did change, really and physically, is the shape of the transistor.
- It went from flat, to a standing fin gripped on three sides, to stacked ribbons with the gate wrapped all the way around.
- Those shape changes are real engineering. The numbers on the box are marketing.
PLAIN3.11.2 a picture in your head#
- Think of a garden hose with a hand squeezing it. The hand is the gate; the water is the current.
- Flat transistors are a hose on the ground with one hand pressing from the top. It works, but water leaks past.
- A FinFET stands the hose on edge so the hand grips three sides. Much better control, much less leak.
- Gate-all-around wraps the hand fully around the hose, with several thin hoses stacked above one another.
- That is why the industry moved: at small sizes a flat gate simply stopped being able to turn the current off.
- Where this comparison breaks: no water flows. Current is carried by electrons or holes, and “off” means suppressing quantum tunnelling and thermal leakage.
PLAIN3.11.3 a worked example#
- Here is the growth in transistor count, with real parts and real years.
| Intel 4004 |
1971 |
about 2,300 |
| Intel 8086 |
1978 |
29,000 |
| Intel 80386 |
1985 |
275,000 |
| Intel Pentium |
1993 |
3.1 million |
| Pentium 4 |
2000 |
42 million |
| Apple M4 |
2024 |
28 billion |
| NVIDIA B200 |
2024 |
208 billion |
| Cerebras WSE-3 |
2024 |
4 trillion |
- From 2,300 to 208 billion is a factor of about 90 million, in 53 years.
- The honest version on the 4004: Intel has long quoted 2,300, and that is the number in most books. Careful die counts give about 2,250.
- A second honesty note: Apple publishes no transistor count for every part. None was published for the A19 Pro of 2025, so the table uses the M4.
- The Cerebras WSE-3 is a special case. It is not diced at all. It is one square cut from a wafer, about 46,225 square millimetres, with 900,000 cores.
PLAIN3.11.4 what is really happening inside#
- Originally the node name did mean something. In the 1970s and 1980s it tracked the gate length.
- Then it drifted to meaning half the spacing between the first metal wires.
- Then, from roughly the 22 and 20 nanometre generations, it stopped tracking anything measurable.
- Companies chose different numbering, so an Intel node and a TSMC node with the same name were not the same thing.
- Intel renamed its own nodes in 2021 to line up with the competition, which is itself an admission that the numbers are labels.
- Look instead at transistor density, in millions of transistors per square millimetre, plus the gate and metal pitches.
- Even density is arguable, because it depends on which cell library you count and what mix of logic you assume.
TECHNICAL3.11.5 the engineer’s version#
| TSMC N3 |
about 45 nm |
about 197 MTr/sq mm |
FinFET |
| Samsung 3GAE |
about 40 nm |
about 150 MTr/sq mm |
Nanosheet GAA |
| TSMC N2 |
not disclosed |
about 15 pct over N3E |
Nanosheet GAA |
| Intel 18A |
not disclosed |
not disclosed |
RibbonFET GAA |
- Planar bulk MOSFET dominated from the 1960s to about 2011.
- The FinFET concept was demonstrated as DELTA by Hisamoto and colleagues at Hitachi in 1989.
- It was then developed and named FinFET at the University of California, Berkeley around 1999, by a team including Chenming Hu, Tsu-Jae King Liu and Jeffrey Bokor.
- Intel put it into volume production first, as Tri-Gate at 22 nanometres, announced 2011 and shipping 2012.
- Gate-all-around nanosheet reached mass production first at Samsung, with 3GAE in 2022.
- TSMC moved to nanosheet at N2, starting mass production in late 2025 at Fab 20 in Hsinchu and ramping through 2026.
- Reported N2 wafer price is about 30,000 US dollars, against roughly 20,000 to 25,000 for 3 nanometre class.
- Intel 18A, with RibbonFET gate-all-around plus PowerVia backside power, entered high-volume manufacturing in 2025 with Panther Lake.
- Where experts disagree: how to compare nodes fairly. Density metrics weighted across cell types are contested, and there is no neutral referee.
- Established fact: nanosheet is in production in 2026. Active research: complementary FET, stacking n-type and p-type vertically, and two-dimensional channel materials. Marketing claim: node names as measurements.
- The honest version: if someone says a 3 nanometre chip has 3 nanometre features, they are repeating a press release. Ask for gate pitch and density.
WORDS3.11.6 remember these#
- Node — a process generation — a named technology offering, no longer tied to any physical dimension.
- Gate length — how far current travels under the gate — the physical channel length, now decoupled from the node name.
- Contacted poly pitch — spacing between transistor gates — CPP, a real comparable dimension, about 45 nanometres at TSMC N3.
- FinFET — a transistor standing on edge — a fin channel with the gate on three sides, in production from 2011.
- Gate-all-around — the gate wrapped fully around — GAA nanosheet or ribbon channels, in production from 2022.
3.12 Who makes chips and why it matters#
PLAIN3.12.1 in simple words#
- Designing a chip and making a chip used to be the same business. Not any more.
- Most chip companies do not own a factory. They design and pay someone else to build. That is the fabless model, and the builder is a foundry.
- The largest foundry by far is TSMC, in Taiwan. It builds for companies that compete with each other and sells no branded chips.
- Samsung, in South Korea, is both a foundry and a chip company of its own.
- Intel, in the United States, historically built only its own chips, and is now trying to be a foundry for others too.
- There is a second layer of licensing. ARM, in the United Kingdom, makes no chips. It designs instruction sets and cores, and licenses them.
- RISC-V is a newer alternative, where the instruction set itself is open and free to use.
- The important fact is concentration. Very few buildings on Earth can make the most advanced chips.
PLAIN3.12.2 a picture in your head#
- Think of book publishing. An author writes, a printing plant prints, and a typeface company licenses the letterforms.
- Fabless chip companies are the authors. Foundries are the printing plants, owning the expensive machines and printing for whoever pays.
- ARM is the typeface company. Nobody buys a typeface alone, but almost every book uses one, and the fee is small per copy and huge in total.
- RISC-V is a typeface released free for anyone to use and modify.
- Where this comparison breaks: there are thousands of printing plants. There are fewer than five organizations that can print at the leading edge, and one supplier of the key machine.
PLAIN3.12.3 a worked example#
- Trace an Apple phone chip from idea to shipment.
- Apple designs it in California, using an ARM instruction set under an architecture licence, then sends layout files to TSMC.
- TSMC makes masks, then runs wafers in Taiwan on ASML machines from the Netherlands, with optics from Germany.
- The blank wafers most likely came from Japan, where Shin-Etsu and SUMCO dominate 300 millimetre supply.
- Finished wafers are tested, diced and packaged, often in Taiwan, then assembled into phones elsewhere in Asia.
- Not one country in that chain could complete it alone. That is the point.
PLAIN3.12.4 what is really happening inside#
- The reason for the split is cost. A leading-edge fab now costs 25 to 35 billion US dollars and must be upgraded every few years.
- Only a company running many customers’ products can keep such a fab full enough to pay for itself.
- So designers stopped buying fabs, and the surviving fab owners got larger and fewer.
- This is not a conspiracy. It follows from rising fixed costs in a business that needs volume to cover them.
- The same logic applies at ASML, where the research cost of EUV was so large that only one company saw it through.
- Concentration then becomes a security problem, because one earthquake or export restriction can affect the whole world’s supply.
- Governments responded with subsidy programmes, including the United States CHIPS and Science Act of 2022 and the European Chips Act of 2023.
TECHNICAL3.12.5 the engineer’s version#
| TSMC |
Pure-play foundry |
Taiwan |
| Samsung Foundry |
Foundry plus own chips |
South Korea |
| Intel Foundry |
IDM plus foundry |
United States |
| ASML |
EUV and DUV scanners |
Netherlands |
- TSMC was founded in 1987 by Morris Chang and created the pure-play foundry model. Before that, building for others was a side business.
- Early fabless companies include Xilinx, founded 1984, Qualcomm, founded 1985, and NVIDIA, founded 1993.
- ARM was founded in 1990 as Advanced RISC Machines, a joint venture of Acorn Computers, Apple and VLSI Technology.
- ARM licences come in two tiers: core licences, where you use ARM’s design, and architecture licences, where you build your own compatible core. Apple holds the latter.
- RISC-V began at the University of California, Berkeley in 2010. RISC-V International moved its legal home to Switzerland in 2020.
- Important distinction: RISC-V being open does not make any particular RISC-V chip open. The instruction set is open; implementations may be proprietary.
- Market share: TSMC held roughly 67 to 71 percent of the global foundry market in early 2026, depending on the analyst. Its leading-edge share is higher.
- In materials, Shin-Etsu Chemical and SUMCO, both Japanese, supply most of the world’s 300 millimetre polished wafers.
- TSMC’s Arizona site began 4 nanometre class production in 2024. The company has announced about 265 billion US dollars of United States investment.
- Established fact: leading-edge capacity is concentrated in Taiwan and South Korea. Active development: Arizona, Japan and Dresden fabs ramping. Marketing claim: that any subsidy programme has already ended that concentration.
- To see part of this chain yourself: on Linux,
lscpu reports vendor and microarchitecture; on macOS, sysctl -n machdep.cpu.brand_string names the part.
WORDS3.12.6 remember these#
- Fabless — designs chips, owns no factory — a company outsourcing all wafer manufacturing to a foundry.
- Foundry — a factory that builds other people’s designs — a contract wafer manufacturer, pure-play if it sells no branded chips.
- IDM — a company that designs and builds — integrated device manufacturer, the older model, as at Intel and Samsung.
- Tape-out — sending the finished design to be made — release of final layout data to mask making.
- RISC-V — an open, free instruction set — an open standard ISA governed by RISC-V International.
3.98 Common wrong ideas#
- Wrong: chips are made from ordinary beach sand. Right: they are made from selected lump quartz or quartzite above 99 percent silica, chosen for low iron content.
- Wrong: silicon is mined as a metal. Right: silicon never occurs pure. It is always bound to oxygen and must be reduced out with carbon at about 1,900 degrees Celsius.
- Wrong: 99 percent pure is good enough. Right: that is one foreign atom in a hundred. Chips need nine to eleven nines, roughly one per billion or better.
- Wrong: a wafer is just a slice of purified silicon. Right: it must be one single crystal with no grain boundaries, grown from a seed, with specified orientation and resistivity.
- Wrong: the mask is a stencil shaped like the circuit. Right: it is a 4x enlarged plate of computed shapes, distorted by optical proximity correction so the printed result is correct.
- Wrong: EUV is just a brighter ultraviolet lamp. Right: it is 13.5 nanometre soft X-ray light made by vaporizing tin droplets, absorbed by air and glass, so it needs vacuum and mirrors.
- Wrong: a 3 nanometre chip has 3 nanometre features. Right: the node name is a marketing label. Gate pitch on a 3 nanometre class process is around 45 nanometres.
- Wrong: sand is cheap, so chips should be cheap. Right: the blank wafer is well under 1 percent of a processed leading-edge wafer. The value is in more than a thousand process steps.
- Wrong: a faster and a slower processor from one family are different designs. Right: they are frequently the same die, binned by measured performance, sometimes with defective parts fused off.
- Wrong: making the chip is hard and packaging is trivial. Right: since 2023, advanced packaging capacity rather than wafer capacity has limited artificial intelligence accelerators.
3.99 Chapter summary in 20 lines#
- Silicon is about 27.7 percent of the Earth’s crust by mass, second only to oxygen, and never occurs pure.
- It is locked in silica and silicate minerals, and the cleanest common source is the mineral quartz.
- Chip feedstock is lump quartz or quartzite above 99 percent silica, not beach sand, for both purity and particle size.
- A submerged-arc furnace at about 1,900 degrees Celsius reduces quartz with carbon, giving metallurgical-grade silicon at 98 to 99.5 percent.
- That silicon becomes trichlorosilane, is distilled, and is deposited back onto hot filaments by the Siemens process at about 1,100 degrees Celsius.
- The result is polysilicon at nine to eleven nines purity, roughly one foreign atom per billion or fewer.
- Polysilicon is melted and regrown as one single crystal by the Czochralski method, using a seed, a thin neck, and slow rotating pulling.
- A 300 millimetre boule is about 2 metres long and weighs about 265 kilograms, with a defined orientation and dopant level.
- Float-zone growth gives purer, higher-resistivity silicon without a crucible, but is limited in diameter and used for power and detector devices.
- The boule is cropped, ground, notched, wire sawn, lapped, etched and polished into 775 micrometer mirror wafers.
- 300 millimetres is the industry limit. The 450 millimetre transition stalled when its consortium collapsed around 2016 and 2017.
- Fabs run at ISO 14644-1 cleanliness with hundreds of air changes per hour, ultrapure water at 18.2 megaohm-centimetre, and vibration isolation.
- A 2 nanometre class fab module costs roughly 25 to 35 billion US dollars, most of it tools rather than building.
- Photolithography prints one 26 by 33 millimetre field at a time through a 4x reticle, then steps across the wafer and repeats.
- Resolution follows the Rayleigh criterion, so shorter wavelength and higher numerical aperture give smaller features, at the cost of depth of focus.
- Light went from 436 and 365 nanometre mercury lamps, to 248 and 193 nanometre lasers, to 193 nanometre immersion, to 13.5 nanometre EUV.
- EUV comes from tin droplets struck twice by a carbon dioxide laser, 50,000 times a second, focused by molybdenum-silicon mirrors in vacuum, and only ASML builds the machine.
- Doping, annealing, oxidation, CVD, PVD, ALD and 15 or more copper damascene metal layers add up to over 1,000 process steps and about three months in the fab.
- Wafers are probe tested, binned, diced and packaged, and defect density punishes large dies so hard that the industry moved to chiplets, interposers and stacked memory.
- Node names are marketing labels, transistors went planar to FinFET to gate-all-around, and the ability to build at the leading edge sits in very few hands.