Peak quarter intensity across the topic's active span. Higher values mean attention was concentrated into a shorter stretch rather than spread evenly over time.
Related:?
Topics that appear in the same chunks as this one. Use this to find semantic neighbors, not ranking neighbors.
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 32 chunks across 26 episodes, from 2023-10-23 to 2026-07-27.
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 model provider, while by chunk count it sits between late stage and status quo; its yearly rank moved from #47 in 2023 to #28 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 2026-07-27Mean1.2 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 32 observations sorted from latest to earliest.
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...
...ntuitively users feel that marginal price is fair if it scales roughly with the marginal cost to produce the marginal item.
Fixed cost one-size-fits-all-software has a marginal cost of effectively zero.
That makes that kind of software hard to...
...s a given integration at fixed cost, they can re-sell it to many users with low marginal cost.
But an ecosystem dynamic makes the product more valuable at a compounding rate with the size of activity in the system.
An ecosystem dynamic require...
...e to assume that consumer experiences will be free.
But LLMs have a non-trivial marginal cost.
Orders of magnitude below human labor.
But orders of magnitude above generic compute.
By default, this will lead to faster aggregation, as only aggr...
...of computers (or at the very least, a new one can be spun up at any time at low marginal cost, no matter when it is). And they can also handle fuzzy, reasonable behaviors like a human could.
This might allow an era full of new flourishing of p...
...entation (angle towards or away from the north star)
A one-time cost to build
A marginal cost to operate
A marginal value to users when they use it
An uncertainty term that obscures all of the other terms
One approach is to pick the node that ...