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A Complete Guide to Meta Prompting

Source: news.ycombinator.com | By Dan Cleary

Published on: 2025-06-06 20:05:53

One of the first benefits I found when using Large Language Models (LLMs) was that they helped with the blank page problem. I could quickly go from a blog idea to a rough outline in just a few minutes. While understanding the core principles of prompt engineering is still important, not using LLMs in the process of writing prompts just doesn’t make any sense. In the same way that an LLM can help a writer overcome the blank page problem, it can also help prompt engineers establish a solid promp

Keywords: feedback output prompt prompts user

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Show HN: System Prompt Learning – LLMs Learn Problem-Solving from Experience

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-11 21:29:02

I built a system that lets LLMs automatically learn and improve problem-solving strategies over time, inspired by Andrej Karpathy's idea of a "third paradigm" for LLM learning. The basic idea: instead of using static system prompts, the LLM builds up a database of strategies that actually work for different problem types. When you give it a new problem, it selects the most relevant strategies, applies them, then evaluates how well they worked and refines them. For example, after seeing enough

Keywords: basic learning problem prompts strategies

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Hidden AI instructions reveal how Anthropic controls Claude 4

Source: arstechnica.com | By Unknown

Published on: 2025-06-19 00:25:25

On Sunday, independent AI researcher Simon Willison published a detailed analysis of Anthropic's newly released system prompts for Claude 4's Opus 4 and Sonnet 4 models, offering insights into how Anthropic controls the models' "behavior" through their outputs. Willison examined both the published prompts and leaked internal tool instructions to reveal what he calls "a sort of unofficial manual for how best to use these tools." To understand what Willison is talking about, we'll need to explain

Keywords: instructions models prompt prompts willison

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xAI posts Grok’s behind-the-scenes prompts

Source: theverge.com | By Emma Roth

Published on: 2025-07-05 16:34:53

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO. xAI has published the system prompts for its AI chatbot Grok after an “unauthorized” change led to a slew of unprompted responses on X about white genocide. The company says it will publish its Grok system prompts on GitHub from now on, which provide some insight into the way xAI has instructed Grok to respond to users. A system prompt is a set of

Keywords: ai grok instructions prompts xai

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Prompts for our Grok chat assistant and grok bot on X

Source: news.ycombinator.com | By Unknown

Published on: 2025-07-06 07:47:34

Grok prompts We are regularly updating this repository with the system prompts that we use for the Grok chat assistant and various product features across X and grok.com. Prompts The following prompts are made public via this repository: grok3_official0330_p1.j2 - The system prompt for the Grok 3 chat assistant on grok.com and X. - The system prompt for the Grok 3 chat assistant on grok.com and X. default_deepsearch_final_summarizer_prompt.j2 - The prompt used for the DeepSearch feature. -

Keywords: feature grok j2 prompt prompts

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Corsair Void Wireless v2 Review: Dolby Atmos on Bigger Heads

Source: wired.com | By Brad Bourque

Published on: 2025-08-02 12:03:00

If I’m going to use a headset regularly, it needs a visible way to indicate that I’m muted. A light is preferable, but the Corsair’s microphone clicks upward and gives an audible voiceover that lets you know the mic is muted or unmuted. There’s a mix of voice prompts and beeps, and I generally prefer beeps to spoken voice prompts. Language issues aside, a voice prompt will always interrupt whatever is happening onscreen or in a chat, but eventually you’ll always learn what a certain beeping mean

Keywords: button prompts use voice way

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Ask HN: Share your AI prompt that stumps every model

Source: news.ycombinator.com | By Unknown

Published on: 2025-08-10 16:11:22

I had an idea for creating a crowdsourced database of AI prompts that no AI model could yet crack (wanted to use some of them as we're adding new models to Kilo Code). I've seen a bunch of those prompts scattered across HN, so thought to open a thread here so we can maybe have a centralied location for this. Share your prompt that stumps every AI model here.

Keywords: ai bunch code model prompts

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Recursive LLM prompts

Source: news.ycombinator.com | By Unknown

Published on: 2025-08-15 19:46:01

Recursive LLM prompts The idea here is to implement recursion using English as the programming language and an LLM (e.g., GPT-3.5) as the runtime. Basically we come up with an LLM prompt which causes the model to return another slightly updated prompt. More specifically, the prompts contain state and each recursively generated prompt updates that state to be closer to an end goal (i.e., a base case). It’s kind of like recursion in code, but instead of having a function that calls itself with

Keywords: memorized model prompt prompts recursive

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Going from an Idea to MVP in Weeks: PromptPanda's Launch(es)

Source: news.ycombinator.com | By Unknown

Published on: 2025-10-03 00:04:52

Did you know that most co-founders meet each other through work? Lander Willem met his friend and co-founder Bram Billiet while they were working at the local venture fund. They both shared the love towards LLMs and got the idea to kickstart their SaaS after experiencing the same pain points with managing and versioning prompts. In this post, you’ll learn how they: Shipped their SaaS from idea to MVP in weeks, using modern AI stack Launched and got trending on Product Hunt with 100+ upvotes

Keywords: launch promptpanda prompts saas users

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How DeepSeek became a fortune teller for China’s youth

Source: technologyreview.com | By Caiwei Chen

Published on: 2025-11-07 06:55:39

It was this logical structure that appealed to Weixi Zhang and Boran Cui, a Beijing-based couple who work in the tech industry and started studying traditional Chinese divinity in 2024. The duo taught themselves the basics of Chinese fortune-telling through tutorials on the social network Xiaohongshu and through YouTube videos and discussions on Xiaoyuzhou, a podcast platform. But it wasn’t until this year that they truly immersed themselves in the practice, when AI-powered BaZi analysis became

Keywords: ai bazi deepseek fortune prompts

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