DECEMBER 3, 2025

Today, I've got some fascinating threads on prompt techniques and some specific ones that you can try for yourself.

We also take a look at the news, which features the Gen 4.5 model from Runway that's currently making waves for replacing Veo 3.1 and Sora 2 Pro at the top of the benchmarks.

That, an AI tool that updates your resume in real-time, and so much more. Let's get going:

• PromptCraft: Discussions for How to Best Structure Prompts; Math and Physics Learning Prompts; and Vocab Question Generator Prompt
• THE HEADLINES: ​​Runway's New AI Video Model Beats Sora, Veo; Trump Gets Pushback on Data Centers from His Own Voters; College Students Forsaking Computer Science for AI; Amazon's Rufus AI Drives Black Friday Sales
• Tool Spotlight: Live Resume Updates Your CV Via AI in Real-Time

PROMPTS: Discussions for How to Best Structure Prompts; Math and Physics Learning Prompts; and Vocab Question Generator Prompt

• ​Prompt Library Idea Focused on Context Metadata: Post explores whether the real problem with saving prompts isn’t storage but missing context like industry, audience, tone, and objective. The author is validating a tool idea and asks how others document prompt context so they can reliably reuse high-performing prompts.
• ​Three-Layer Prompt Structure for Stable AI Workflows: Author argues most “AI productivity systems” fail because users dump everything into one mega‑prompt. Their fix: separate a stable rules layer, a changeable task layer, and a runtime chat layer. This architecture keeps tone and constraints consistent while letting tasks evolve without polluting your core system.
• ​COREX Class P Multi-Layer Prompt System: COREX Class P is a four‑layer prompt framework: Red for input diagnosis and cleanup, Blue for strategic structure, Green for content production, Yellow for task/checklist outputs. The post shares detailed manuals, codes, and sample prompts built around a Hugo Boss “Bottled Night” perfume campaign.
• ​Math and Physics Learning Prompts from Quotes: Open‑source GitHub repo collecting math and physics learning prompts built from quotes by Pólya, Grothendieck, Gauss, Poincaré and others. Each quote becomes one or more concrete prompts that encourage simplification, multiple approaches, intuition‑first explanations, decomposition, and reflective “look back” phases when studying technical topics.
• ​Designing GRE-Style Vocab Question Generator Prompt: OP shares a highly detailed prompt spec for generating GRE‑style text completion sets from a custom vocab bank, including constraints for blank patterns, randomized answer orders, distribution of 1–3‑blank questions, formatting, and a separate answer‑key PDF. Thread highlights how complex prompt‑design can break models’ consistency.

HIGHLIGHTS: ​Runway's New AI Video Model Beats Sora, Veo; Trump Gets Pushback on Data Centers from His Own Voters; College Students Forsaking Computer Science for AI; Amazon's Rufus AI Drives Black Friday Sales

1. ​Runway rolls out new AI video model that beats Google, OpenAI in key benchmark​
2. ​Trump’s push for more AI data centers faces backlash from his own voters​
3. ​College Students Choosing A.I. Majors Over Computer Science​
4. ​‘It’s going much too fast’: the inside story of the race to create the ultimate AI​
5. ​Deutsche Telekom and Schwarz Group to build AI data centre, German newspaper reports​
6. ​OpenAI takes an ownership stake in Thrive Holdings to accelerate enterprise AI adoption​
7. ​China wants to lead the world on AI regulation — will the plan work?​
8. ​The question isn’t whether the AI bubble will burst – but what the fallout will be​
9. ​The People Outsourcing Their Thinking to AI​
10. ​Google CEO calls for national AI regulation to compete with China more effectively​
11. ​ByteDance rolls out AI voice assistant for Chinese smartphones​
12. ​HSBC is partnering with AI powerhouse Mistral​
13. ​How China is using AI to extend censorship and surveillance​
14. ​Politico management violated key AI adoption safeguards, arbitrator finds​
15. ​How a Tiny Polish Startup Became the Multi-Billion-Dollar Voice of AI​
16. ​AWS expands AI Competency with new Agentic AI categories​
17. ​Amazon’s AI chatbot Rufus drove sales on Black Friday​
18. ​Insiders say the future of AI will be smaller and cheaper than you think​
19. ​Introducing AWS Transform custom: Crush tech debt with AI-powered code modernization​
20. ​Flock Uses Overseas Gig Workers to Build Its Surveillance AI​

Live Resume Updates Your CV Via AI in Real-Time

Live Resume rethinks the idea of a “final” CV by making every resume you send self‑updating. When you create a Live Resume, it generates both a PDF and a public URL; each PDF quietly includes metadata and a tracking pixel that pulls in your latest profile whenever someone opens or scans it.

That means one change—new role, fresh project, updated skills—automatically propagates to every version you’ve already shared, while still staying 100% ATS-readable for applicant tracking systems. It’s a clever fit for people whose experience evolves faster than they can keep up with manual resume versions.

Learn More: https://resumeislive.vercel.app​

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