explore | Grilled Cheese

SoftGene uses a hierarchical protein language model encoder (ESM) to turn amino acid sequences into soft prompts for LLM-based gene set annotation, aiming to make functional genomics interpretation more…

#AIinGenomics #PromptEngineering #LLMs #Bioinformatics
https://arxiv.org/abs/2610.03029

New arXiv paper introduces Pluralistic Preference Optimization to reduce AI sycophancy in personal advice by factoring in other stakeholders' perspectives. Useful signal for prompt designers handling open-ended, non-factual queries.

#AI #PromptEngineering #LLMs #NLP
https://arxiv.org/abs/2610.02568

Generic AI output isn't a ceiling, it's a symptom. Give the model your role, your audience, and three lines in your actual voice first. The output changes category - from brochure copy to a real first draft.

#contextengineering #promptengineering

Discover the profound implications of the GPT-6 prompt leak. Explore how the Sol Codex system utilizes advanced systems engineering and autonomy.

#OpenAI #GPT6 #PromptEngineering #ArtificialIntelligence #TechNews

Your AI prompt is only as good as its structure. Free Prompt Builder splits it into Task Context, Tone & Style, Background Data, Rules & Instructions, and your Immediate Request. Build better prompts free: www.freepromptbuilder.com #AI #PromptEngineering

'Make it engaging' fails because a model can't measure engaging. It CAN measure: sentences under 15 words, no adjectives, open with a number. Vague quality words are wishes. Concrete constraints are instructions it can check its own work against.

#promptengineering #ai

Your AI keeps giving vague answers? Blame the prompt, not the bot. Free Prompt Builder splits your ask into Task Context, Tone, Background, Rules and Request so it finally gets you. Free to use: www.freepromptbuilder.com #AI #PromptEngineering

Ask a stranger to tell your company's story and they'll invent one. That's what a model does with a cold prompt: it fills the gap with an average of every company it's ever read about.

#context #promptengineering

OpenAI GPT-6 Guide: Models, Prompting, Agents and Production

techlensmedia.com/news/openai-...

#TechLensMedia #GPT6 #AIAgents #PromptEngineering #AIEngineering

Most people ask ChatGPT to critique their pitch and get polite nitpicks. Try this instead: "You are a skeptical enterprise buyer evaluating this pitch. List the three objections you would raise." Role first, task second.

#promptengineering #aiworkflow

Image and video AI tools reward specific prompts. Free Prompt Builder has dedicated Image Generation and Video Generation categories, plus Coding and Script Writer. Fill in the sections and go create. Free: www.freepromptbuilder.com #AIArt #GenerativeAI #PromptEngineering

Your AI prompt called. It said "write me something good" is not a plan. Free Prompt Builder splits prompts into Task Context, Tone, Background, Rules, and Request so AI actually gets you. Free to use: www.freepromptbuilder.com #AI #PromptEngineering

The AI Toolkit a practical guide to using everyday AI at work. Covers a four-part prompting formula, workflows for email, meeting notes, research and planning, fact-checking habits, and a 30-day plan.
#AI #Productivity #PromptEngineering #Automation

zerofluffy.gumroad.com/l/wyibrbi

Your AI prompt: "make it good." The AI: "Define good." Free Prompt Builder splits prompts into clear sections so you get better answers, no more guessing games. Try it free: www.freepromptbuilder.com #AI #PromptEngineering

Most AI teams aren’t engineering. They’re shipping on vibes.

Change a prompt. Run one test. Ship it.

Without automated evals covering edge cases, you don’t know what you improved or broke.

Stop shipping on vibes. Build the eval suite first.

🔗 Watch now: buff.ly/xguH9QW

#InfoQ #PromptEngineering

What would you build with one prompt?
#PromptEngineering #AI #BuildWithAI

Writing AI image prompts is like ordering coffee: "something good" gets you a surprise. Free Prompt Builder has an Image Generation category that structures your prompt so you get what you pictured. Free to use: www.freepromptbuilder.com #AIArt #PromptEngineering

Bad AI prompt: "make me a website." Good AI prompt: role, tone, background, rules, and request, all in tidy sections. Free Prompt Builder does the organizing for you, free. Try it: www.freepromptbuilder.com #PromptEngineering #AI #ChatGPT