Topic: downside risk

36 chunks · 32 episodes

Topic summary

?
A short read on the topic's time range, peak episode, and strongest associations. Use it as the quick orientation before drilling into examples.
  • downside risk appears in 36 chunks across 32 episodes, from 2023-10-02 to 2025-10-20.
  • Its densest episode is Bits and Bobs 4/22/24 (2024-04-22), with 2 observations on this topic.
  • Semantically it travels with prompt injection attack, broken glass, and perfectly bespoke, while by chunk count it sits between coordination cost and Openclaw; its yearly rank moved from #20 in 2023 to #53 in 2025.

Over time

?
Raw mentions over time. Use this to see absolute attention, not relative rank among all topics.
Mean 1.1 mentions per episode across the full range2023-10-02: 1 mention2023-11-27: 1 mention2023-12-11: 1 mention2024-01-29: 1 mention2024-03-04: 1 mention2024-03-11: 1 mention2024-03-18: 1 mention2024-04-08: 1 mention2024-04-22: 2 mentions2024-05-20: 1 mention2024-05-27: 1 mention2024-07-08: 1 mention2024-07-29: 1 mention2024-08-12: 2 mentions2024-10-21: 1 mention2024-11-04: 1 mention2024-11-11: 2 mentions2024-11-18: 1 mention2024-12-02: 1 mention2024-12-16: 1 mention2025-01-13: 2 mentions2025-01-21: 1 mention2025-02-03: 1 mention2025-02-24: 1 mention2025-03-03: 1 mention2025-05-05: 1 mention2025-05-19: 1 mention2025-06-23: 1 mention2025-09-08: 1 mention2025-09-22: 1 mention2025-09-29: 1 mention2025-10-20: 1 mention2023-10-02: 12023-11-27: 12023-12-11: 12024-01-29: 12024-03-04: 12024-03-11: 12024-03-18: 12024-04-08: 12024-04-22: 22024-05-20: 12024-05-27: 12024-07-08: 12024-07-29: 12024-08-12: 22024-10-21: 12024-11-04: 12024-11-11: 22024-11-18: 12024-12-02: 12024-12-16: 12025-01-13: 22025-01-21: 12025-02-03: 12025-02-24: 12025-03-03: 12025-05-05: 12025-05-19: 12025-06-23: 12025-09-08: 12025-09-22: 12025-09-29: 12025-10-20: 12023-10-022025-10-20

Observations

?
The primary evidence view for this topic. Sort it chronologically when you want concrete examples behind the larger pattern.

LLMs enable whole new categories of software.

from Bits and Bobs 8/12/24 ·

...significant amount of investment to load up data (not just a lot of effort, but downside risk from an app that is a bad steward of that data). Huge switch costs! Huge activation friction! Another approach is to lean into being a totally new ki...

A launch is a high-stakes moment with a lot of downside.

from Bits and Bobs 8/12/24 ·

A launch is a high-stakes moment with a lot of downside. What happens if you were wrong, and the thing you built isn't actually viable? If you built in a cave, it's hard to get the disconfirming evidence during development to make sure it's strong. Another approach is to develop it in the open, and

A thing that makes it fun to play with your system: users have a rough mental model of "I bet if I did X with Y I'd get Z" and they do it and something interesting happens, even if it's not precisely Z.

from Bits and Bobs 7/29/24 ·

A thing that makes it fun to play with your system: users have a rough mental model of "I bet if I did X with Y I'd get Z" and they do it and something interesting happens, even if it's not precisely Z. Especially if there's an undo button or the stakes are low, so the downside for a failed experime

Deciding what to build is easier with fewer people!

from Bits and Bobs 5/20/24 ·

Deciding what to build is easier with fewer people! There are fewer people to align. The effort to align people scales, all else equal, proportional to the square of the number of people. A downside: with fewer people in the group, it's less likely a person with a game-changing idea (or an important