9h ago

Shawn 'swyx' Wang says deep research features in AI have lost relevance since models such as o3, as iterative questioning outperforms single-prompt long reports for active learning

Alexander Doria favors conversational informal drafts over formal reports.

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IMO deep research has been ~dead since o3 and interactivity was always more impt for active learning and eliciting intention thoughtless prompt -> long ass report nobody reads is inferior to read -> think -> ask -> read -> think -> ask

4:44 AM · May 20, 2026 View on X

@menhguin not quite sure it lets you but yeah sure

Minh Nhat NguyenMinh Nhat Nguyen@menhguin

@swyx i mean, do both?

5:49 PM · May 20, 2026 · 521 Views
6:24 PM · May 20, 2026 · 184 Views

Still use Claude very frequently initial source research but it’s much better to aim for informal draft/research notes.

swyx🛬 SFOswyx🛬 SFO@swyx

IMO deep research has been ~dead since o3 and interactivity was always more impt for active learning and eliciting intention thoughtless prompt -> long ass report nobody reads is inferior to read -> think -> ask -> read -> think -> ask

11:44 AM · May 20, 2026 · 20.5K Views
1:11 PM · May 20, 2026 · 2.2K Views

@swyx most deep research tools will craft a metaprompt before launching (obv it needs to craft some kind of prompt). gemini is the most transparent example of this, and in that case you can often specify like 5-10 parameters which tends to improve quality by a lot IMO

swyx🛬 SFOswyx🛬 SFO@swyx

@menhguin not quite sure it lets you but yeah sure

6:24 PM · May 20, 2026 · 184 Views
6:29 PM · May 20, 2026 · 120 Views
Shawn 'swyx' Wang says deep research features in AI have lost relevance since models such as o3, as iterative questioning outperforms single-prompt long reports for active learning · Digg