Exploration

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Program-aided language models

Program-aided language models

By OpenAI Oct 22, 2025

GPT-4 Program-Aided

GPT-4

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Llm output evaluation

LLM output evaluation

By Simon Willison Oct 22, 2025

Claude Comparison GPT-4

Claude 4.0 Sonnet GPT-4

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Socratic method prompting

Socratic method prompting

By @elder_plinius Oct 22, 2025

Claude Essay GPT-4

Claude 4.0 Sonnet GPT-4

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Analogical reasoning transfer

Analogical reasoning transfer

By @elder_plinius Oct 22, 2025

Analogical Claude GPT-4

Claude 4.0 Sonnet GPT-4

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Persona interview simulation

Persona interview simulation

By OpenAI Oct 22, 2025

Creative Persona Simulation

Claude 4.5 Opus Claude 4.5 Sonnet GPT-4 GPT-5

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Answer aggregation from multiple samples

Answer aggregation from multiple samples

By Google Oct 22, 2025

Gemini Multi-Sample

Gemini

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Multi-criteria evaluation framework

Multi-criteria evaluation framework

By Lilian Weng Oct 22, 2025

GPT-4 Synonym

GPT-4

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Built-in answer validation

Built-in answer validation

By Anthropic Oct 22, 2025

Claude Validation

Claude 4.0 Sonnet

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Simple English Constraint Explainer

Get the LLM to explain things in very simple English

By @goodside Oct 22, 2025

Explanation Learning Simplification

Claude 4.5 Opus Claude 4.5 Sonnet GPT-4

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Design system specification

Design system specification

By Linus Lee Oct 22, 2025

GPT-4 Identity-Confusion

GPT-4

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Template-forced response structure

Template-forced response structure

By @goodside Oct 22, 2025

Explicit-Format GPT-4

GPT-4

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Working backwards method

Working backwards method

By @elder_plinius Oct 22, 2025

Brainstorm-Structured Claude GPT-4

Claude 4.0 Sonnet GPT-4