ChatGPT & Free AI Resources

META proposed new way of training agents

Modern AI is still directly dependent on human labeling and human data in general. And there are a lot of problems with this: it's expensive, time-consuming, "data runs out", etc.

🟢 What META done?

They are also convinced that this is essentially a hard ceiling on the path to AGI: if you only train agents on human traces, then the learning boils down to refining human experience. So can we be 100% sure that such systems can learn something outside the distribution and become smarter than us? This is especially true for areas such as coding, which will be discussed further.

The researchers proposed Self-Play SWE-RL - a way to train agents so that they can self-improve on their own data.

Not a breakthrough, but few pipelines today give such significant increases, so it's quite interesting (but code wasn't provided).

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⚙️ Prompt Engineering Roadmap

📂 LLM Fundamentals (Tokens, Context Window, Temperature)
∟📂 Zero-Shot Prompting (Direct Instructions)
∟📂 Few-Shot Prompting (Examples in Prompt)
∟📂 Chain-of-Thought (Step-by-Step Reasoning)
∟📂 Role Prompting ("Act as a Senior Data Scientist")
∟📂 Self-Consistency (Generate Multiple → Vote Best)
∟📂 Tree-of-Thoughts (Explore Multiple Reasoning Paths)
∟📂 Generated Knowledge (Research Before Answering)
∟📂 Retrieval Augmented Generation (RAG)
∟📂 Automatic Prompt Optimization
∟📂 Structured Output (JSON, YAML, Tables)
∟📂 Multi-Turn Conversations (Memory/Context Management)
∟📂 Advanced Techniques (ReAct, Reflexion, DSP)
∟📂 Tools & Evaluation (Promptfoo, LangSmith)
∟📂 Projects (Build Prompt Library, A/B Test Prompts)
∟✅ Apply for Prompt Engineer / AI Specialist Roles

💬 Tap ❤️ for more!

✅ Chat & AI Important Concepts You Should Know 🤖💡

🧠 Core Chat Concepts
- Chat → An AI chatbot that generates human-like responses using large language models.
- Large Language Model (LLM) → AI model trained on massive text datasets to understand and generate language.
- Generative AI → AI that creates new content like text, images, code, and videos.
- Prompt → The input or instruction given to AI.
- Prompt Engineering → Designing prompts to get better AI responses.

⚙️ How Chat Works
- Token → Small units of text used by AI models to process language.
- Context Window → The amount of text the AI can remember in a conversation.
- Training Data → Large datasets used to train AI models.
- Fine-Tuning → Training a pre-trained model with additional specific data.
- Inference → The process where the trained AI generates responses.

🤖 AI Capabilities in Chat
- Text Generation → Writing articles, emails, summaries.
- Code Generation → Writing and debugging code.
- Content Creation → Blogs, scripts, marketing copy.
- Data Analysis → Analyzing datasets and generating insights.
- AI Assistants → Virtual assistants for productivity.

🧩 Advanced AI Concepts
- Embeddings → Converting text into numerical vectors for AI understanding.
- Vector Database → Database used to store embeddings for fast AI search.
- Retrieval-Augmented Generation (RAG) → AI retrieves external data before generating answers.
- AI Agents → AI systems that can perform tasks autonomously.
- Multimodal AI → AI that understands text, images, audio, and video.

⚠️ Limitations of Chat
- Hallucination → AI generating incorrect information confidently.
- Bias → AI reflecting biases from training data.
- Context Limit → AI cannot remember unlimited conversation history.
- Data Freshness → AI knowledge may not always be real-time.

🚀 Popular Chat Use Cases
- Content writing
- Coding assistance
- Data analysis
- Customer support chatbots
- Research & summarization

🔥 Pro Tip
The people who will benefit most from AI are not the ones who fear it — but the ones who learn how to use it effectively.

💬 Double Tap ♥️ For More

✅ Useful AI Tools You Should Know 🤖💻

🎙️ Voiceovers & AI Music
1️⃣ ElevenLabs
2️⃣ Speechma
3️⃣ Natural Readers
4️⃣ Suno AI

🎥 Video AI Tools
5️⃣ Kling AI
6️⃣ HaizouAI Minimax
7️⃣ Pika Labs
8️⃣ RunwayML
9️⃣ Heygen AI
🔟 OpenMagic

🖼️ Image Creation
1️⃣2️⃣ Midjourney AI
1️⃣3️⃣ Leonardo AI
1️⃣4️⃣ Microsoft Image Creator
1️⃣5️⃣ Ideogram
1️⃣6️⃣ Rendernet AI
1️⃣7️⃣ Dzine AI
1️⃣8️⃣ Krea AI
1️⃣9️⃣ Freepik AI

📊 Presentation Tools
2️⃣1️⃣ Tome AI
2️⃣2️⃣ Scribe AI
2️⃣3️⃣ Gamma AI

🎨 Graphic Design & Image Editors
2️⃣4️⃣ Canva
2️⃣5️⃣ Kittl
2️⃣6️⃣ Photopea
2️⃣7️⃣ ImgUpscaler

🛠️ Multipurpose AI Tools
2️⃣8️⃣ Grok AI
2️⃣9️⃣ DeepSeek AI
3️⃣0️⃣ Perplexity AI
3️⃣1️⃣ Google AI Studio

🌐 AI Website Builders
3️⃣2️⃣ 10Web
3️⃣3️⃣ ChatSimple
3️⃣4️⃣ N8N
3️⃣5️⃣ Zapier
3️⃣6️⃣ ChatBase

🏢 AI Tools for Businesses
3️⃣7️⃣ Notion
3️⃣8️⃣ BeaconsAI
3️⃣9️⃣ Beehiiv

💬 Tap ❤️ for more!

🚀 Join Sber500 Batch 7 — Free International Accelerator for Startups

Want to scale your startup or launch a pilot with a corporation? Sber500 is now accepting applications for Batch 7.

Who should apply:
✅ Startups with MVP and early traction
✅ DeepTech teams: GenAI, robotics, advanced materials, photonics, quantum computing, autonomous transport
✅ International founders exploring the Russian market

What you'll get:
1️⃣ 12-week online program in English — strengthen product strategy and business model
2️⃣ International mentors — serial founders, VC partners, corporate executives from Europe, US, Asia, Middle East
3️⃣ Access to investors & corporations — 25 best teams work directly with funds and potential customers
4️⃣ Demo Day at Moscow Startup Summit — fall 2026, present to wider audience
5️⃣ Long-term community — work on growth and deals continues after program ends

Results that speak:
📈 Revenue grows 4x on average after program
🚀 Some teams scale up to 1,000x
🤝 10,900+ contracts and pilots with corporations (6 seasons)

Previous international teams from: India, South Korea, Armenia, China, Turkey, Algeria and other contries

Program stages:
🔹 Stage 1: Online bootcamp for 150 teams
🔹 Stage 2: 25 best teams selected for intensive mentorship
🔹 Stage 3: Demo Day at Moscow Startup Summit

📅 Application deadline: 10 April 2026
💰 Participation: Free of charge

👉 Apply now

#Startup #Accelerator #Sber500 #DeepTech #GenAI #Founders #VentureCapital

🤖 ChatGPT Best Practices. Save it for Later.

🤖 CHATGPT PROMPT FOR ECOMMERCE

✅ Write Product Descriptions

✍️ 8 ChatGPT prompts to use when you need a spark of inspiration

Use those prompts as a starting point to move forward when you are at a dead end or have lost your way:

1. Improve your decision making

💡 Prompt:
I am trying to decide if I should [insert decision]. Give me a list of pros and cons that will help me make this decision.

2. Learn from the best

💡 Prompt:
Analyze the top performers in [insert your field of work]. Give me a list of the most important lessons I can learn from them to boost my productivity.

3. Your personalized tutor

💡 Prompt:
I am currently learning about [insert topic]. Ask me a series of questions that will test my knowledge. Identify knowledge gaps in my answers and give me better answers to fill those gaps.

4. ChatGPT as your intern

💡 Prompt:
I am creating a report about [insert topic]. Research and create an in-depth report with a step-by-step guide that will help readers understand how to [insert outcome].

5. Learn any new skill

💡 Prompt:
I want to learn [insert skill]. Generate a 30 day plan that will help a beginner like me learn the skill from scratch.

6. Learn faster than ever with the 80/20 technique

💡 Prompt:
I want to learn about [insert topic]. Identify and share the most important 20% of learnings from this topic that will help me understand 80% of it.

7. Get ChatGPT to write prompts for you

💡 Prompt:
I am a/an [insert your profession]. Generate a list of most powerful prompts that will help someone in my profession get more done and save time.

8. Rewrite and simplify complex texts

💡 Prompt:
Rewrite the text below in simple and easy to understand words. Simple and easy enough for anyone who doesn't know the subject to understand what I'm trying to say.

🔴 How to MASTER a programming language using ChatGPT: 📌

1. Can you provide some tips and best practices for writing clean and efficient code in [lang]?

2. What are some commonly asked interview questions about [lang]?

3. What are the advanced topics to learn in [lang]? Explain them to me with code examples.

4. Give me some practice questions along with solutions for [concept] in [lang].

5. What are some common mistakes that people make in [lang]?

6. Can you provide some tips and best practices for writing clean and efficient code in [lang]?

7. How can I optimize the performance of my code in [lang]?

8. What are some coding exercises or mini-projects I can do regularly to reinforce my understanding and application of [lang] concepts?

9. Are there any specific tools or frameworks that are commonly used in [lang]? How can I learn and utilize them effectively?

10. What are the debugging techniques and tools available in [lang] to help troubleshoot and fix code issues?

11. Are there any coding conventions or style guidelines that I should follow when writing code in [lang]?

12. How can I effectively collaborate with other developers in [lang] on a project?

13. What are some common data structures and algorithms that I should be familiar with in [lang]?

How to Create Resume using ChatGPT 👇👇
https://t.me/free4unow_backup/687

Master DSA 👇👇
https://t.me/dsabooks/156

🧠 Anthropic released a complete guide to Skills in Claude

Anthropic just published an official, in-depth guide on how to build Skills for Claude, a way to turn the model into a reliable, repeatable workflow tool instead of a one-off chatbot.

What are Skills?
Skills are packaged instructions and processes. You define a workflow once, and Claude executes it consistently and predictably every time.

What the guide covers:
• Skill structure and technical requirements, including how SKILL.md works
• Patterns for autonomous Skills and for combining Skills with MCP (the standard for connecting AI to external APIs and services)
• How to test, refine, and share Skills
• Examples of well-written instructions for real-world use cases

Who this is for:
Perfect if you use Claude for analytics, writing, research, customer support, or any other repetitive task and want stable results instead of prompt tweaking.

https://websitemain.claude.com/blog/complete-guide-to-building-skills-for-claude

You can use ChatGPT to make money online.

Here are 10 prompts by ChatGPT

1. Develop Email Newsletters:

Make interesting email newsletters to keep audience updated and engaged.

Prompt→ "I run a local community news website. Can you help me create a weekly email newsletter that highlights key local events, stories, and updates in a compelling way?"

2. Create Online Course Material:

Make detailed and educational online course content.

Prompt→ "I'm creating an online course about basic programming for beginners. Can you help me generate a syllabus and detailed lesson plans that cover fundamental concepts in an easy-to-understand manner?"

3. Ghostwrite eBooks:

Use ChatGPT to write eBooks on different topics for online sale.

Prompt→ "I want to publish an eBook about healthy eating habits. Can you help me outline and ghostwrite the chapters, focusing on practical tips and easy recipes?"

4. Compose Music Reviews or Critiques:

Use ChatGPT to write detailed reviews of music, albums, and artists.

Prompt: "I run a music review blog. Can you help me write a detailed review of the latest album by [Artist Name], focusing on their musical style, lyrics, and overall impact?"

5. Develop Mobile App Content:

Use ChatGPT to create mobile app content like descriptions, guides, and FAQs.

Prompt: "I'm developing a fitness app and need help writing the app description for the store, user instructions, and a list of frequently asked questions."

6. Create Resume Templates:

Use ChatGPT to create diverse resume templates for various jobs.

Prompt→ "I want to offer a range of professional resume templates on my website. Can you help me create five different templates, each tailored to a specific career field like IT, healthcare, and marketing?"

7. Write Travel Guides:

Use ChatGPT to write travel guides with tips and itineraries for different places.

Prompt→ "I'm creating a travel blog about European cities. Can you help me write a comprehensive guide for first-time visitors to Paris, including must-see sights, local dining recommendations, and travel tips?"

8. Draft Legal Documents:

Use ChatGPT to write basic legal documents like contracts and terms of service.

Prompt→ "I need to draft a terms of service document for my new e-commerce website. Can you help me create a draft that covers all necessary legal points in clear language?"

9. Write Video Game Reviews:

Use ChatGPT to write engaging video game reviews, covering gameplay and graphics.

Prompt→ "I run a gaming blog. Can you help me write a detailed review of the latest [Game Title], focusing on its gameplay mechanics, storyline, and graphics quality?"

10. Develop Personal Branding Materials:

Use ChatGPT to help build a personal branding package, including bios, LinkedIn profiles, and website content.

Prompt→ "I'm a freelance graphic designer looking to strengthen my personal brand. Can you help me write a compelling biography, update my LinkedIn profile, and create content for my portfolio website?"

ENJOY LEARNING 👍👍

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