Topic: chatbot

108 mentions · 58 chunks · 37 episodes

20.8× distinctiveness vs baseline
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How much more common this term is here than in ordinary English. Higher values mean the topic is more characteristic of this corpus.
2.1x burst in 2025 Q4
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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.

Topic summary

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A short read on the topic's time range, peak episode, and strongest associations. Use it as the quick orientation before drilling into examples.
  • chatbot appears in 58 chunks across 37 episodes, from 2024-11-11 to 2026-08-03.
  • Its densest episode is Bits and Bobs 5/12/25 (2025-05-12), with 4 observations on this topic.
  • Semantically it travels with paradigm, party trick, and ChatGPT, while by chunk count it sits between pace layer and business model; its yearly rank moved from #145 in 2024 to #18 in 2026.

Over time

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Raw mentions over time. Use this to see absolute attention, not relative rank among all topics.
Mean 1.6 mentions per episode across the full range2024-11-11: 1 mention2025-02-24: 2 mentions2025-05-12: 4 mentions2025-05-19: 1 mention2025-05-26: 2 mentions2025-06-02: 1 mention2025-06-16: 1 mention2025-06-23: 1 mention2025-06-30: 2 mentions2025-07-21: 1 mention2025-08-11: 3 mentions2025-08-18: 1 mention2025-08-25: 1 mention2025-09-08: 2 mentions2025-09-15: 1 mention2025-09-22: 1 mention2025-09-29: 3 mentions2025-10-06: 1 mention2025-10-20: 2 mentions2025-10-27: 1 mention2025-11-10: 4 mentions2025-11-17: 1 mention2025-12-08: 1 mention2025-12-15: 2 mentions2025-12-22: 3 mentions2026-01-06: 1 mention2026-01-26: 2 mentions2026-02-02: 2 mentions2026-02-16: 1 mention2026-03-17: 1 mention2026-03-23: 1 mention2026-03-30: 1 mention2026-04-13: 1 mention2026-05-18: 1 mention2026-06-22: 1 mention2026-07-06: 1 mention2026-08-03: 2 mentions2024-11-11: 12025-02-24: 22025-05-12: 42025-05-19: 12025-05-26: 22025-06-02: 12025-06-16: 12025-06-23: 12025-06-30: 22025-07-21: 12025-08-11: 32025-08-18: 12025-08-25: 12025-09-08: 22025-09-15: 12025-09-22: 12025-09-29: 32025-10-06: 12025-10-20: 22025-10-27: 12025-11-10: 42025-11-17: 12025-12-08: 12025-12-15: 22025-12-22: 32026-01-06: 12026-01-26: 22026-02-02: 22026-02-16: 12026-03-17: 12026-03-23: 12026-03-30: 12026-04-13: 12026-05-18: 12026-06-22: 12026-07-06: 12026-08-03: 22024-11-112026-08-03

Observations

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

Some systems encourage experimentation.

from Bits and Bobs 2/2/26 ·

...and you'll likely get a good result. Google Search had this characteristic, and chatbots do too. The expectation for how likely a given input is to give good enough results is a prior that configures how likely a person is to try using i...