Mode Issues

Added by Justin Sheehan Justin S. December 2, 2025 12:46am
Column
Done March 31, 2026 5:20am
Assigned to
Troy Pastoral Troy P.
Due on
Dec 2, 2025
Justin Sheehan
Justin Sheehan Chief Journey Officer December 2, 2025 1:00am December 2, 2025 1:00am
Troy

Direct Quotes mode: Does not actually pull direct quotes. At one point, the system would pull direct quotes from something Daryle said, whether it was in an email or Learning Time transcript. This mode needs to do that - a lot of people will use this mode to see exactly what Daryle says - this will help build trust in the system.
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Default Mode should be renamed "Standard Mode" - this should feel the most like ChatGPT and Gemini


Why are all the answers being given have headlines? It's NOT conversational like before. It needs to feel conversational in "Instant" like before.

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https://storage.3.basecamp.com/3464992/blobs/35ae9938-cf1a-11f0-9bbb-0242ac120004/download/Screenshot%202025-12-01%20at%207.54.36%E2%80%AFPM.png Download

Troy Pastoral
Troy Pastoral AI Whisperer December 3, 2025 3:34am December 3, 2025 3:34am
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Instant
- Looks like gpt 4.1 is the fastest + no headers (ill experiment again with gpt 5 mini / nano)
- Direct quotes pulls directly: I integrated a function that pulls verbatim text based on revelance. Then we have an LLM add on top of what's said. Perhaps we can improve the format of direct quotes mode
Justin Sheehan
Justin Sheehan Chief Journey Officer December 4, 2025 2:42am December 4, 2025 2:42am
Troy  I thought Instant mode was running GPT? It seems like its running Claude
Troy Pastoral
Troy Pastoral AI Whisperer December 4, 2025 3:15am December 4, 2025 3:15am
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I recall creating a prompt that prevents headers in the instant mode, but we're now using the latest models. I'll optimize instant so it truly feels instant
Justin Sheehan
Justin Sheehan Chief Journey Officer December 4, 2025 3:21am December 4, 2025 3:21am
Sounds good! Troy  
Troy Pastoral
Troy Pastoral AI Whisperer Edited December 4, 2025 5:07am December 4, 2025 5:07am
Need to use gpt 4.1 for instant (sub 8 seconds, no header). gpt 5 has too many latency issues! GPT 5.1 thinking is working ok though