diff --git a/extras/cheat sheets/GenAI Cheat Sheet b/extras/cheat sheets/GenAI Cheat Sheet new file mode 100644 index 0000000000..841ea45d7a --- /dev/null +++ b/extras/cheat sheets/GenAI Cheat Sheet @@ -0,0 +1,83 @@ +# Generative AI Cheat Sheet — 2025 Full Edition + +## 1. Overview +Generative AI (GenAI) creates **new** text, images, code, audio, and video from patterns learned in data. +It’s used across **content creation, marketing, programming, research, and design**. + +## 2. Core Concepts + +| Term | Meaning | Example | +|-------------------|-----------------------------------------------------|-------------------------------| +| **LLM** | Large Language Model. Generates human-like text. | GPT-4, Claude 3, Gemini 1.5 | +| **Multimodal AI** | Understands/creates text, images, audio, etc. simultaneously. | GPT-4o, Gemini Pro, LLaVA | +| **Context Window** | How much text/data the AI can process at once. | 128k–1M tokens | +| **Autonomous AI Agents** | AI that plans & performs complex tasks with minimal input. | AutoGPT, CrewAI, Devin | +| **Fine-tuning** | Training a base model for a specific task/domain. | Fine-tuning GPT-3.5 for legal writing | + +## 3. Top AI Tools in 2025 + +### Text & Content + +| Tool | Strength | Free Tier? | Paid Plans | +|-------------------|--------------------------------|------------|------------| +| ChatGPT (OpenAI) | General-purpose text, reasoning, coding | Yes | $20/mo+ | +| Claude 3 (Anthropic) | Long-form reasoning & safe outputs | Yes | $20/mo+ | +| Copy.ai | Marketing-focused content | Yes | $36/mo+ | +| Jasper AI | Team-oriented marketing & content | No | $39/mo+ | + +### Code Generation + +| Tool | Strength | Languages | Notes | +|-------------------|-------------------------|-----------|---------------------| +| GitHub Copilot | In-IDE AI pair programmer | 30+ | Best for speed coding| +| Replit Ghostwriter | Full-stack assistance | Multi | Built into cloud IDE | +| Cursor | AI-powered code editor | Multi | Free tier + $20/mo Pro | + +### Image Generation + +| Tool | Style Strength | Free Tier? | License | +|-------------------|-------------------------|------------|-----------------------| +| Midjourney v6 | Artistic, photorealistic | No | Commercial allowed | +| DALL·E 3 | Illustrations, design-friendly | Yes | Commercial | +| Adobe Firefly | Design-focused, brand-safe | Yes | Built into Adobe CC | + +### Video Generation + +| Tool | Focus | Pricing | +|-------------------|-------------------------|------------| +| Runway ML Gen-2/3 | Text-to-video | $12/mo+ | +| Pika Labs | Stylized animations | Freemium | +| Synthesia | Talking-head AI avatars | $22/mo+ | + +### Audio & Music + +| Tool | Use | Pricing | +|-------------------|-------------------------|------------| +| ElevenLabs | Realistic text-to-voice | $5/mo+ | +| Suno AI | AI music composition | Free+Pro | +| Voicemod | Real-time AI voice changer | Freemium | + +## 4. Prompting Best Practices +- **Role Setup** — “You are a legal analyst…” +- **Task Clarity** — Define exactly what you want. +- **Constraints** — Tone, length, style, format. +- **Step-by-Step Reasoning** — Ask AI to break complex tasks into steps. +- **Multi-pass Editing** — Iterate prompts to improve output. + +## 5. Example Prompts +- **Marketing:** “Write a LinkedIn post in a friendly but authoritative tone announcing a product update for early adopters.” +- **Programming:** “Write a Python script that converts all PNG files in a folder to JPG.” +- **Research:** “Summarize the last 5 major papers on quantum error correction in plain English, 200 words each.” + +## 6. Workflow Integration Pro Tips +- Combine tools — e.g., use ChatGPT for script → Midjourney for visuals → Runway for video. +- Automate — Link AI to Zapier, Make, or LangChain for recurring tasks. +- Keep a prompt library — Reuse effective prompts. +- Fact-check — Always verify AI-generated information. + +## 7. Trends & What’s Next (2025) +- Massive context windows (1M+ tokens) enabling whole-book analysis. +- Real-time multimodal assistants with instant voice/video response. +- AI agents that run autonomously for hours to complete projects. +- Domain-specific tuned models replacing generic AI for many industries. +