/litLiterature-review style with explicit sources. Like a research paper, not a conversation.
Category: Batch 11 — Community Picks
Before / After
What's the latest research on memory in transformers?
/lit What's the latest research on memory in transformers?
What changes in Claude's response
Output is structured like a literature review: introduction to the field, key papers grouped by approach, where the field agrees, where it disagrees, open questions. Each claim is tagged with [source: paper title, year]. The format is verbose but comprehensive — best for getting up to speed on a topic you'll write or speak about publicly.
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The complete analysis for /lit — including when NOT to use it, the failure modes, and the codes it stacks with — is in the full cheat sheet along with 119 other tested prefixes.
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More Batch 11 — Community Picks codes
ULTRATHINKL99 with the brakes off. Maximum reasoning depth, longest answers, zero hedging.
THINK_HARDERForces Claude to do a second pass on its own answer before showing it to you.
THINK_HARDESTThree-pass reasoning. First answer, critique, revise, critique again, finalize.
DOPAMINEExtreme conciseness mode. Every response is 1-3 sentences max, no exceptions.
HARDMODENo assumptions, no easy outs, no 'depends on your situation'. Forces a real answer.
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