Is there some intuition we can apply to estimate how long it will take for supply to catchup to demand?
Is there some intuition we can apply to estimate how long it will take for supply to catchup to demand?
New production capacity takes years to bring online, and manufacturers are rightly cautious of the current demand bubble bursting, leaving them billions of dollars out of pocket.
2. Factory capacity Also yes. Chip fabs (factories) cost $10–20 billion and take 3–5 years to build. Even then, they run 24/7 and are already at max. You can't just "add another shift" – they're already running flat out.
3. The intuition for timing:
Chips: 3–5 years for new fabs (plus tool lead times)
Batteries: 2–4 years for new gigafactories
Mining: 5–10 years for new mines
So for things like EVs and GPUs, we're looking at 2–5 years before supply really catches up, assuming no new disruptions.
The good news? Once new capacity comes online, it tends to stay online – so the next shortage won't be as bad.
A RAM chip takes several months to make, starting from an empty silicon wafer. Each chip takes 8-10 weeks to go through the process of lithography, deposition, etching, cleaning, etc. It then must be tested, which can take another couple of weeks, then packaged, before it can be sold to manufacturers. Thus, even if fab capacity were available today (it isn't), you'd still see a multi-month lag before new supply hit the market.
(This is an extraordinarily sensitive process, and disrupting it can cause you to lose the entire batch. You might have heard of cases where "wafer starts" had to be discarded due to a tsunami or power disruption - this is why.)
The problem is actually making chips. The machines use to make modern integrated circuits are some of the most precise equipment in the world, manufacturing structures just tens of atoms across.
Getting more factories online might take close to a decade, and that's if anyone wants to pay: The current demand showed up basically overnight as some of the companies (running of investor money with no way to make profit) started a bidding war. Betting billions of dollars on them still being around in 5-10 years is just not a wise decision.
Historically dynamic RAM has gone through several boom/bust cycles, oscillating between manufacturers struggling to break-even and cutting production and then a few years later not being able to make enough chips. I remember the late 80s being another time where companies were delaying new product launches because they couldn't get DRAM.
Price collusion, and dumping (flooding market with low prices) if any real competitor shows up.
Someone please correct me if I'm wrong.
layer8•1h ago
Another factor is that the viability of building new fabs is based on the assumption that there is no AI bubble that will burst. Opinions differ on how large that risk is.