Think of it as a performance measure, like queries per second, transactions per second or miles per gallon or something, and then prompts per kWh makes more sense, perhaps. The energy on the X axis is a constant unit of 1 kWh.
PROMPT ENGINEERING
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Cursor AI Reintroduces To-Do Lists for GPT-5
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By popular demand, the @cursor_ai team brought back to-do lists for GPT-5 after iterating to get them just right!
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Qoder’s Quest Mode: AI-Assisted App Development Workflow
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Qoder has this interesting quest mode where you can brainstorm with the model to generate the app idea. Once you are aligned with the specs/idea you can put it on autonomous execution. The flow fundamentally seems more aligned with how real engineering works.
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DuPO: Reliable LLM Self-Verification Through Dual Preference Optimization
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DuPO Enabling Reliable LLM Self-Verification via Dual Preference Optimization
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100+ Free Step-by-Step AI Agents and RAG Systems Tutorials
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100+ free step-by-step tutorials with code covering: AI Agents RAG Systems Voice AI Agents MCP AI Agents Multi-agent Teams Autonomous Game Playing Agents P.S: Don't forget to subscribe for FREE to access future tutorials.
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Deploy Command A: Balancing Safety and Usefulness in High-Stakes AI
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Deploy Command A Reasoning confidently in high-stakes environments. It balances safety and usefulness, minimizing over-refusal while preventing harmful or malicious content.
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Weekly AI digest: Prompt injections, open-source models, and development tools
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Sent out my weekly-ish newsletter – this edition covers the latest prompt injections, gpt-oss, GitHub Codespaces, Gemma 3 270M, Qwen-Image-Edit and how congress. gov uses XSLT! https://
simonw.substack.com/p/prompt-injec
tions-as-far-as-the-eye
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Prompt Orchestration Markup Language
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Prompt Orchestration Markup Language pic.twitter.com/JMsqpvaQH5
— AK (@_akhaliq) 20 août 2025Prompt Orchestration Markup Language
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JSON Prompting Enhances VEO 3 Video Generation Quality
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Mettez le son 🤣
— VISION IA (@vision_ia) 20 août 2025
Vraiment le JSON prompting améliore grandement les générations vidéos de VEO 3.
Regardez le logo sur les bannières, le château en arrière plan, etc.
Voici le prompt :
{
"shot": {
"composition": "wide-angle tracking shot of a massive army marching in… pic.twitter.com/3wkCUCicyVMettez le son Vraiment le JSON prompting améliore grandement les générations vidéos de VEO 3. Regardez le logo sur les bannières, le château en arrière plan, etc. Voici le prompt : { "shot": { "composition": "wide-angle tracking shot of a massive army marching in
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The main problem: generative AI reduced to prompts and PDFs
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Ah yes, and obviously the main problem: there must be a large portion of these companies that think doing generative AI means training on prompts and having a PDF of prompts.