What Computer Chips Will Look Like in 2045
What will computer chips look like in 2045?
The brief
Intel's top process engineers describe a semiconductor industry stretched 40 to 50% past capacity by AI demand (00:00), racing through backside power, High-NA EUV, and stacked CFET transistors while a global shortage of ASML's lithography tools caps how fast anyone can build more compute.
Every modern chip begins as a disc of silicon and ends as a lattice of switches small enough that thousands could hide inside a red blood cell. Right now, the industry that makes those switches cannot keep up with itself. This conversation with Intel's process and packaging leaders opens with Pushkar Ronde noting that AI has pushed computing demand to "easily forty to fifty percent above" Intel's maximum capacity (00:00), a shock, he says, with no precedent in the history of chipmaking.
Chris Auth, who runs development of Intel's manufacturing processes, is in the middle of building the next one, called 14A, due out in roughly two to three years. The process has already been in development for three-plus years, and getting it into factories involves roughly 2,000 individual manufacturing steps that each need fine-tuning before the line can run thousands of wafers a week (01:35). Auth's team learned how costly ambition can be from Intel's ten-nanometer node: targeted for 2016, it did not reach manufacturing until 2018 (03:12). The chief culprit was extreme ultraviolet lithography, or EUV, a technique that prints chip patterns using light with a wavelength of just 13.5 nanometers, about fourteen times shorter than the light it replaced (05:13). Intel judged EUV unready in the mid-2010s and waited. TSMC, a rival Taiwanese foundry, put EUV into volume production in 2019; Intel's first EUV chips did not ship until 2023, a four-year gap in experience with the machines (05:41).
Out of that setback came a discipline Auth calls phase gating: a new material or transistor design has to hit defined yield, defect, and performance thresholds before it can graduate from early research into a product-bound "development" track (06:00). It is also why Auth insists on limiting how much new technology goes into any single node. Too much innovation at once, he says, makes the schedule unpredictable, and the schedule is what the customer is actually paying for.
A Transistor Learns to Wrap Around Itself
The spine of this whole story is a sixty-five-year-old idea: a transistor is a switch, and a gate sitting on top of a channel of silicon turns it on or off. As transistors shrank, the two ends of the switch, called the source and the drain, got close enough that current started leaking through even when the switch was supposed to be off. The fix each time has been to let the gate grip the channel from more sides. The planar transistor only touched the channel from the top. FinFET, first demonstrated in a lab in 1989 and put into Intel volume production in 2011, squeezes the channel into a vertical fin so the gate wraps it on three sides. Gate-all-around, demonstrated a year earlier in 1988 but not produced by Samsung until 2022, slices the channel into thin ribbons and wraps the gate completely around each one (09:07). Auth describes the shift in approach this way:
"The playbook's open. You can do all sorts of things out there... before, it was try to not change anything, to now it's like take the sledgehammer and start just tearing the thing up." — Chris Auth [12:54]
That sledgehammer era is why 14A pairs Gate-all-around with two more tricks: High-NA EUV and backside power. Numerical aperture, or NA, measures how wide a cone of light a lithography machine's mirrors can focus onto a wafer; a wider cone carves a finer line. Standard EUV machines run at an NA of .33. High-NA widens that to .55, letting a single pass print features about 1.7 times smaller (13:13). The catch is that High-NA machines cost roughly twice as much as standard ones, about $200 million versus $400 million, so they only pay off if they cut down on the extra printing passes that tight patterns otherwise require (14:06). Intel can use a single High-NA pass because it has also moved its power wiring to the back of the wafer, a change called backside power, which frees up space on the front side so signal wires are not packed as tightly (14:54). TSMC, which has not adopted backside power, still needs multiple EUV passes for its tightest patterns, so for TSMC, in Auth's words, High-NA "is not very helpful" yet (15:04).
Judgment Without a Complete Data Set
None of this happens on a clean, linear schedule. Kevin Fisher runs the meetings, called Hot Topics, where Intel decides which yield problems on its most advanced node get extra engineering attention and factory priority. He described a recurring failure mode called an epi nodule, a tumor-like defect that forms during epitaxy, the process of growing a crystal layer of material on top of the wafer (25:51). Diagnosing and fixing a nodule means running experiments in parallel without ever having a full picture of the cause, because, as Fisher put it:
"If you want to wait for a complete data set, you've waited too long. It's already too late." — Kevin Fisher [25:08]
So Fisher's actual job, he says, is deciding how much risk to accept on any given call, because every day lost is revenue lost. The riskiest experiments get routed through what Intel calls a hot box, a fast lane through the factory that jumps the queue at every tool, the chip equivalent of a highway carpool lane that slows everyone else down to speed one experiment through (29:00).
Further out, in Intel's research lab, the next generation of problems looks less like scheduling and more like chemistry. Copper, the metal used for on-chip wiring for decades, is losing ground at the finest dimensions because it requires a resistive "liner" layer to make it stick during deposition. Ruthenium does not need that liner, so below roughly a 20-nanometer wire pitch, it starts to beat copper on resistance (30:04). And the industry is edging toward CFET, a design that stacks a chip's two transistor types directly on top of each other instead of side by side, in principle doubling transistor density in the same footprint (21:48). The obstacle is not the stacking itself but what happens after: heat has nowhere clean to escape, and logic circuits generate far more of it than memory does, which is why 3D memory stacks like HBM are already common while 3D logic is not (22:22).
Packaging, the step that connects finished chips to each other, is further along. Hybrid bonding fuses the copper connections of two chips directly together, skipping the bulky solder bumps of older methods. Intel's current high-volume packaging, called Foveros, runs at a 25-micrometer pitch; its newer hybrid bonding reaches sub-10 micrometers, and a paper at this year's IEEE ECTC packaging conference reported working devices at a 0.45-micron pitch, another order of magnitude finer (45:29).
All of this physics runs into one hard limiter: tools. ASML, the Dutch company that makes essentially all EUV lithography machines, produces fewer than 100 of them a year and has no plans to significantly exceed that by the end of the decade (48:21). Every foundry and memory maker on earth draws from that same queue. Intel's CTO, Pushkar Ronde, notes that moving from the 18A process to 14A lets Intel reuse about 80% of its existing tool set (49:48), which matters because a fab's cost structure is roughly 80% fixed, so every extra point of utilization falls almost straight to revenue (53:36). Even with the reuse, scale still separates the two leading foundries: TSMC is spending roughly $50 billion a year on capital equipment against Intel's roughly $20 billion (58:36), and Ronde argues that the supply crunch is currently worse for memory chips than for logic compute (60:12). Lead times for top-end tools run about 18 months, which is why Ronde says production could beat forecasts in the near term but is unlikely to be meaningfully higher than expected by 2030 unless the whole supply chain, tool makers and their sub-suppliers included, ramps up together (60:32).
A single High-NA EUV scanner and its supporting equipment now cost about $400 million (63:31), a price that has roughly doubled every four to five years for decades. Project that line forward and the numbers stop making sense, which is part of why Ronde floats a more radical question: whether an industry that has spent thirty years protecting predictable schedules is due for a reset. "Sometimes it's good to sort of just start with a clean slate and rethink everything," he says, pointing out that today's clean-room orthodoxies, like yesterday's planar transistor, may simply be what engineers were taught rather than what the physics actually requires (66:41). Even Elon Musk's push to build an independent chip plant, nicknamed TeraFab, reflects the same constraint: Dwarkesh Patel observes that the bottleneck is not fabs but the tools that fill them, so a new factory does not add silicon to the world so much as it buys its owner a guaranteed place in the queue, to which Ronde replies "Mm-hmm" and adds that water, power, and consumables are also factors (61:46).
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ContinueKey takeaways
- AI demand is running 40 to 50% above the semiconductor industry's maximum manufacturing capacity (00:00)
- Intel's 14A chip process involves about 2,000 manufacturing steps and took over three years to near finalization (01:35)
- High-NA EUV lithography widens the light cone (numerical aperture 0.33 to 0.55) to print features 1.7 times smaller in one pass (13:13)
- ASML makes fewer than 100 EUV lithography machines a year, capping output for every chipmaker worldwide (48:21)
- TSMC outspends Intel on equipment roughly $50 billion to $20 billion a year, a gap Intel CTO Pushkar Ronde expects to narrow slowly (58:36)
The episode in cards
In their words
“There's never been as big a shock to the semiconductor industry as the current surge in demand from AI.”
“If you want to wait for a complete data set, you've waited too long. Yeah. It's already too late”
“We are moving from a sort of a horizontal world again to a pseudo- Ah ... vertical world where, where it's like”
Protocols
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Intel's phase-gate protocol for moving a chip technology from research into production
Chris Auth, who leads Intel's process development, says Intel sets maturity metrics covering yield, defect rate, and performance before a new material or transistor design is allowed to move from early pathfinding into formal development.
Applied at each phase gate across a process node's multi-year development cycle
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Kevin Fisher's rule for approving a fix without complete data
Kevin Fisher, who runs Intel's Hot Topics meetings on its most advanced node, decides how much risk to accept on an open yield problem rather than waiting for full data, because by the time a complete data set exists the decision has already come too late.
Applied daily in Hot Topics meetings while a node is ramping
Questions this episode answers
What is Intel's 14A chip process and when is it coming out?
14A is Intel's next leading-edge manufacturing process, in development for over three years and involving roughly 2,000 individual factory steps (01:35). Process lead Chris Auth says Intel is now finalizing the tool sets and fine-tuning each step so the line can run thousands of wafers a week reliably (01:35).
How does backside power enable High-NA EUV lithography?
High-NA EUV widens a lithography machine's numerical aperture from 0.33 to 0.55, letting it print features 1.7 times smaller in a single pass (13:13). Backside power moves a chip's power wiring to the underside of the wafer, freeing space on the front so Intel's signal wires are not packed tightly enough to require extra printing passes, which is why Intel finds High-NA useful while TSMC, without backside power, still needs multiple EUV passes (14:54).
What is a CFET transistor and how does it differ from gate-all-around?
A CFET, or complementary field-effect transistor, stacks a chip's two transistor types directly on top of each other instead of placing them side by side, which in principle doubles transistor density in the same chip area (21:48). Gate-all-around, used in Intel's current nodes, wraps a single transistor's gate completely around its channel but still places paired transistors next to each other rather than stacked (06:40).
Why is ASML a bottleneck for the entire chip industry?
ASML, the Dutch company that makes nearly all extreme ultraviolet lithography machines, produces fewer than 100 units a year and has no plans to significantly exceed that by the end of the decade (48:21). Every leading foundry and memory maker, including Intel, TSMC, and SK Hynix, draws from that same limited supply, which caps how fast leading-edge chip output can grow regardless of how much capital any one company spends (48:39).
Is hybrid bonding better than Foveros packaging for stacking chips?
Hybrid bonding fuses the copper connections of two chips directly together, reaching a sub-10-micrometer pitch versus the 25-micrometer pitch of Intel's current high-volume Foveros packaging (45:29). A paper at the IEEE ECTC packaging conference reported a working device at a 0.45-micron pitch, suggesting hybrid bonding has a long runway of further density gains ahead (45:48).
Will ruthenium replace copper as the material for chip interconnects?
Ruthenium becomes more attractive than copper below roughly a 20-nanometer wire pitch because it can be etched directly and does not need the resistive liner layer that copper requires, according to Intel's packaging and materials researchers (30:04). Copper remains the better choice for the larger wiring on a chip, so researchers expect a mixed-material approach rather than a full replacement (20:12).
The full read, in cards
Go deeper
- IEEE ECTC conference paper on a 0.45-micron pitch hybrid bonded device — showed reliability data for a packaging pitch roughly an order of magnitude finer than today's high-volume manufacturing
- SemiAnalysis transistor density comparison — estimated Intel's 14A would reach transistor density roughly comparable to TSMC's N2 node
Mentioned
Chris Auth · Pushkar Ronde · Kevin Fisher · Tyler Osborne · Jack Cavallaros · Elon Musk · ASML · TSMC · Intel · NVIDIA · CFET · High-NA EUV · Ruthenium · Gate-all-around transistor · FinFET











