A short read on the topic's time range, peak episode, and strongest associations. Use it as the quick orientation before drilling into examples.
marginal cost appears in 25 chunks across 21 episodes, from 2023-10-23 to 2026-03-30.
Its densest episode is Bits and Bobs 8/4/25 (2025-08-04), with 3 observations on this topic.
Semantically it travels with fixed cost, business model, and llms, while by chunk count it sits between extremely expensive and Twitter; its yearly rank moved from #56 in 2023 to #47 in 2026.
Over time
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Raw mentions over time. Use this to see absolute attention, not relative rank among all topics.
Range2023-10-23 to 2026-03-30Mean1.2 per episodePeak3 on 2025-08-04
Observations
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The primary evidence view for this topic. Sort it chronologically when you want concrete examples behind the larger pattern.
Showing 25 observations sorted from latest to earliest.
...nvert what had to be opex before into capex.
Pay a fixed cost once and now that marginal cost evaporates.
Tools that you use always have this shape.
Writing didn't necessarily have this use as a tool, because the person you want to be affected...
...nds on this distribution.
At least, for subscriptions to things with meaningful marginal cost.
If every subscriber consumed 100% of their allowed use, the system would fall apart.
LLM marginal cost will stay high even as token cost declines.
That's because of Jevon's Paradox.
As the cost gets cheaper, we'll use them for even more things.
Anythin...
...od of the community" is hard to motivate more than a few idealists on.
AI has a marginal cost, which means there will already need to be infrastructure, perhaps we could use that.
I agree with this analysis that fixed-fee AI subscriptions can't work.
The marginal cost is too high, and the value created by them is too high for users to ration their usage.
...l phone networks.
Extremely capital intensive to build out, but then much lower marginal cost to operate.
Though inference has much more marginal cost than cell phone networks.
The actual service depends somewhat on quality, but they're all wi...
...t need to raise $1B
Who's in?"
ARR being the most important metric assumes zero marginal cost.
That was a good assumption in the world of Saas.
But it's a bad assumption in AI!
...he physical storage space to hold it, you have continued access to it with zero marginal cost.
Superficially looks the same, but one is way more fragile than the other!
...ding tools that charge a high margin for hosting of the final app (despite zero marginal cost), but not for the creation of the app (despite significant marginal cost).
... necessary but not sufficient condition for user-alignment.
Is it just the zero marginal cost that leads to engagement maxing?
Attention is all you need… a neverending force of gravity not just for training LLMs but for business models too.
The last era of software was based around zero marginal costs.
In a world of zero marginal cost, there are only three consumer business models[adz].
Hardware.
Charge a premium on the hardware, and lock people i...
...t is because software is expensive to write, cheap to run.
High fixed cost, low marginal cost.
Over time prices tend to reduce to the marginal cost of production.
Over sufficient time, with sufficient competition, software thus reduces down to...
... change, you can't charge as much as you want for it.
There has to be a change (marginal cost to the creator) to have a sustainable extraction of marginal price.
If there isn't, it's unsustainable harvesting.
If there is, it's regenerative.
In...
...ee text and vibes.
You could hallucinate the translation code once (at non-zero marginal cost) but then run it cheaply in the future (like other software, effectively zero marginal cost).
...s:
Hard to build: expensive fixed cost that requires specialized knowhow.
Free: marginal cost can be supported by advertising
Easy for a user to try: Just a click away
Not deeply sticky: very little meaningful state for a user in the system th...