Content Economics and Creative Runway

Subtitle: Every post has a production function. Feeds have half-lives. Model both.

Opening provocation¶

“Post more” is not a strategy. Post more at quality q with burn rate b is a strategy — and it might be infeasible.

This lecture treats content as output of a production system with costs, batching, tooling, collaborators, and decay in the channel.

1. Unit economics of a content unit¶

For each content type (short video, essay, email):

• hours_to_produce

• tool_cost (amortized)

• expected_reach (function of credibility + distribution effort)

• half_life — attention decay in the feed or inbox

Creative runway: how long you can sustain quality q at cadence c given attention budget A and backlog B.

2. Throughput vs quality¶

A common failure mode: raise cadence, silently lower q, watch trust stock fall two weeks later (lagged effect). If your model ties credibility to perceived quality proxies, you can see the lag.

3. Convexity: silence as strategy¶

Sometimes the optimal move is no incremental post — to avoid noise, to wait for proof, or to let controversy settle. Your rules should allow abstain as an action, not only posts_per_week.

4. Burnout as system failure¶

Burnout can be modeled as recovery_debt accumulating when hours_worked > sustainable_cap. Marketing that ignores recovery imports tail risk from Lecture 2–3.

Bridge to the notebook¶

05_content_runway.ipynb models production cost, backlog, optional quality decay under speed, and a stress scenario (attention crash).

Lecture checklist¶

• I estimated unit cost for my primary content type honestly.

• I included at least one lagged consequence (quality → trust).

• I can name when I should post less, not more.