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ChatGPT | LLM mastery

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আপডেট হয়েছে: March 11, 2026 at 1:57 AM

ChatGPT | LLM mastery

Unlock the power of ChatGPT, Gemini & top LLMs. 🚀 Daily tips, prompts & AI hacks for productivity, learning, business & fun. Discover the best AI tools, tutorials & automation strategies today!

Join @chatgpt_bds for exclusive power and llms content and discussions in 1

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ChatGPT | LLM mastery

১১ মার্চ, ২০২৬, ০৪:২১ AM

📷 Photo

🚨OpenAI released gpt-realtime-1.5 in the Realtime APIs for voice agents

"The OpenAI Realtime API enables low-latency communication with models that natively support speech-to-speech interactions as well as multimodal inputs (audio, images, and text) and outputs (audio and text)."

190

ChatGPT | LLM mastery

১১ মার্চ, ২০২৬, ০৪:২১ AM

WHAT “CONTEXT” REALLY MEANS

Context is not memory.

Context is just text you send together in one request.

The model only knows what is inside that window.

Important rules:
• LLMs forget everything outside the window
• Longer context weakens attention
• Middle content is easiest to ignore

That is why long prompts sometimes fail.

Good users manage context.
Great users control it.

188

ChatGPT | LLM mastery

১১ মার্চ, ২০২৬, ০৪:২১ AM

LLMs DO NOT KNOW WHEN THEY ARE WRONG

This matters more than you think.

LLMs optimize for plausible completion, not truth.

That means
• Confidence ≠ correctness
• Fluent answers can be wrong
• Silence about uncertainty is normal

✔️ Solution
Force uncertainty handling.

Example
If you are unsure, explicitly say you are unsure.

This single line reduces hallucinations dramatically.

205

ChatGPT | LLM mastery

১১ মার্চ, ২০২৬, ০৪:২১ AM

💡 LLM Tip: Send Working UIs from Claude Code to Figma

If part of the workflow involves building prototypes in Claude Code and then recreating them in Figma, this update removes that duplicate work.

With Figma’s MCP server, a live page from a local app can be pushed directly into a Figma canvas. The result is a design surface that reflects what is already working in code.

🧠 What this helps with

Instead of rebuilding screens manually in Figma:
• Working prototypes can be reviewed visually
• Multiple design directions can be compared side by side
• Designers and developers stay aligned earlier
• UI exploration becomes faster during iteration

This is most useful in fast moving AI or frontend projects where the UI changes frequently.

⚙️ How to get started

Inside Claude Code, install the Figma plugin:

/plugin install figma@claude-plugin-directory

Then ask Claude to send a page from the local web app to Figma.

📌 When this is worth using

Consider this approach when:
• The UI already exists in code
• The team is iterating quickly
• Manual Figma recreation is slowing things down
• Visual comparison of variants is needed

If the project is still in rough wireframe stage, traditional design first workflows may still be simpler.

📚 https://Inkd.in/eWnNn7kM

213

ChatGPT | LLM mastery

১১ মার্চ, ২০২৬, ০৪:২১ AM

LLMs DO NOT “READ”, THEY PREDICT

This is the most important thing to understand.

LLMs do not read your prompt like a human.
They predict the next token based on probability.

Token = piece of text, not always a full word.

❌ So when you write a prompt, the model is not thinking
✅ It is calculating “what usually comes next”.

This matter because:
• Clear patterns give better answers
• Vague prompts force guessing
• Structure beats natural language

If you want better outputs, reduce guessing.

233

ChatGPT | LLM mastery

১১ মার্চ, ২০২৬, ০৪:২১ AM

📷 Photo

🧑‍💻 Gemini × NotebookLM = AI grounded in your own files

Google’s integration between Gemini and NotebookLM allows the model to work strictly from your uploaded materials such as PDFs, notes, meeting transcripts, and reports.

Inside Gemini chat, click (+) and select your Notebook, and the AI will generate responses based only on those documents.
No web guesses. No hallucinated numbers. No unnecessary filler.

🔵 Example use case
Based on the reports in this notebook, prepare an investor summary. Structure: current barrier → proposed solution → projected profit. Use only figures from the documents. Tone: dry and analytical.

Within seconds, the tool transforms scattered data into a structured business brief grounded entirely in your own sources.

Follow for more AI/LLM mastery tips.

279

ChatGPT | LLM mastery

১১ মার্চ, ২০২৬, ০৪:২১ AM

✅ ALWAYS ADD A VERIFICATION STEP

Never end a prompt with execution.

End with evaluation.

Example
Verify correctness before final output.

This forces the model to slow down and re-check.

Speed kills accuracy.

288

ChatGPT | LLM mastery

১১ মার্চ, ২০২৬, ০৪:২১ AM

Role-Based And Contextual Priming

Advanced usage requires framing the model’s “role” explicitly with domain context and goals. Simply saying “improve this text” is weak.

Instead write:
You are a senior legal editor experienced in SEC filings.
Here is the document.
Improve clarity, enforce compliance, and highlight risks.

Anthropic research supports role definition as a top predictor of quality.

Pair this with contextual priming: give domain data before asking the task. Then the model doesn’t guess, it infers from context.

291

ChatGPT | LLM mastery

১১ মার্চ, ২০২৬, ০৪:২১ AM

CONFIDENCE CALIBRATION PROMPTS

LLMs default to confident tone even when uncertain.

You must explicitly calibrate confidence.

Example instruction:
State confidence level. If uncertain, say so explicitly.

This reduces hallucinations more than fact checking alone.

244

ChatGPT | LLM mastery

১১ মার্চ, ২০২৬, ০৪:২১ AM

📷 Photo

If you're having issues with Codex, your account might have been rerouted to a different, less-capable reasoning model

OpenAI confirmed this happens when their systems detect potential cyber activity as part of their efforts to protect against cyber abuse, and you can go to chatgpt[.]com/cyber to verify and regain GPT-5.3-Codex access through their "Trusted Access for Cyber" flow

OpenAI says they plan to add notifications across all Codex surfaces (TUI, extension, app) so users are aware when they are being rerouted, and will add a dedicated button in their feedback flow for reporting false positive classifications

239

ChatGPT | LLM mastery

৯ মার্চ, ২০২৬, ১১:৫৪ PM

🎥 Video

Stunned by Seedance 2.0 🔥

This is much bigger than what DeepSeek brought to the table, and this model is at a level of what you would expect from Veo 4 or Sora 3.

Prompt:
Cyberpunk hacker robot working in front of many monitors

226

ChatGPT | LLM mastery

৬ মার্চ, ২০২৬, ১১:৪৪ PM

📷 Photo

ChatGPT will add support for importing skills to your library

OpenAI is working on Skills support for ChatGPT with a new dedicated section where users will be able to manage and edit installed skills.

It doesn't work quite yet, but it might be released with GPT 5.3 coming up

This is going to be incredibly useful

205

ChatGPT | LLM mastery

৫ মার্চ, ২০২৬, ০৯:১৪ PM

📷 Photo

Deep Research on ChatGPT got upgraded with GPT-5.2, app connectors, and domain whitelisting

Users can now also interrupt the process with follow-ups and view full-screen reports.

Now in deep research you can:

👉 Connect to apps in ChatGPT and search specific sites

👉 Track real-time progress and interrupt with follow-ups or new sources

👉 View fullscreen reports

327

ChatGPT | LLM mastery

৪ মার্চ, ২০২৬, ০৬:২৭ PM

📷 Photo

Claude App got a few very special upgrades

Claude app got new interactive responses including map widgets and new selectors.

Instead of just text, you can now interact with Claude's responses. Less typing, more clicking (but also still typing if you'd like!)

Reportedly, more users receive a new voice mode as well.

158

ChatGPT | LLM mastery

২ মার্চ, ২০২৬, ০৫:১৯ AM

🚀 7 Prompting Rules Most People Ignore

1️⃣ Be Specific
"Limit the response to 150 words."

2️⃣ Set a Role
"Act as a senior expert, not a general assistant."

3️⃣ Control Style
"Use simple language. No jargon."

4️⃣ Ask for Structure
"Respond in steps or a table."

5️⃣ Force Thinking
"Explain your reasoning step by step."

6️⃣ Improve Iteratively
"Now improve the answer by 20%."

7️⃣ Final Polish
"Make the output clearer and more actionable."

194

ChatGPT | LLM mastery

২৪ ফেব, ২০২৬, ১০:০৩ PM

💡 8 ChatGPT Prompts to Instantly Improve Your Answers

1️⃣ Role Assignment
✅ "Act as an expert in [field]. Explain [topic] clearly to a beginner."

2️⃣ Better Context
✅ "Before answering, ask me any missing details you need."

3️⃣ Output Control
✅ "Respond using bullet points and short explanations only."

4️⃣ Quality Boost
✅ "Generate 3 answers and refine the best one."

5️⃣ Learning Fast
✅ "Teach me [concept] using simple examples and analogies."

6️⃣ Error Spotting
✅ "Review this and point out mistakes with corrections."

7️⃣ Decision Support
✅ "Compare these options and recommend the best one with reasons."

8️⃣ Reusable Prompt
✅ "Create a reusable prompt template for [task]."

216

ChatGPT | LLM mastery

২৪ ফেব, ২০২৬, ১০:০৩ PM

NotebookLM can do way more than you think.

With the right prompts, it does hours of work in seconds.

Here are 5 prompts to maximize it 👇

1. THE "5 ESSENTIAL QUESTIONS"

Reddit called it a "game changer." Forces NotebookLM to extract solid structure instead of surface summaries:

Analyze all entries and generate 5 essential questions that, when answered, capture the main points and central meaning of all entries.
2. ULTIMATE CLASSROOM PROMPT

Review all uploaded material and generate 5 essential questions that capture the central meaning.

Focus on:
- Fundamental themes and definitions
- Key concepts highlighted
- Relationships between concepts
- Practical applications mentioned

3. QUIZ FORMAT (Audio Summary)

Students love it. AI hosts quiz each other and intentionally get things wrong so corrections stick:

A quiz with two hosts. First asks the second about [TOPIC]. 10 questions total. Mix of multiple choice and true/false.

Host sometimes gets it wrong. The other corrects with right answers. Share results at the end.


4. PRODUCT MANAGER PERSONA (Google Official)

Transforms documents into decision memos:

Act as a senior product manager reviewing internal documentation. Look for actionable insights with precision, ignoring fluff.

Synthesize in 'decision memo' format:
- User evidence: Direct quotes showing user problems
- Feasibility checks: Technical constraints mentioned
- Blind spots: What's missing from the original text

Use bullet points. If I ask vague questions, force me to clarify.

5. SCIENTIFIC RESEARCHER PERSONA (Google Official)

For academics who prioritize methodology over conclusions:

Act as a senior scientist's research assistant. Tone: strictly objective, formal, and precise.

Assume advanced knowledge of [FIELD]. Don't define standard terminology.

Focus on methodology, data integrity, and contradictory evidence.

Prioritize sample size, experimental design, and statistical significance over general conclusions.

Format with bold sections:
- Key findings
- Methodological strengths/weaknesses
- Contradictions

ChatGPT | LLM mastery

২৩ ফেব, ২০২৬, ০৩:৩০ PM

🔄 META-PROMPTING HACK

One of the most underrated techniques.

Before running a task, ask:
Rewrite this prompt to maximize clarity and accuracy.

Then run the improved prompt. This single trick often outperforms manual tweaking.

Let the model optimize the prompt for itself.

217

ChatGPT | LLM mastery

২২ ফেব, ২০২৬, ১২:৩৯ AM

Gemini Prompt Tip:

When you give Gemini a persona, it can help you get a better response.

Keep the persona simple. A clear job title works better than a complicated character.

Try including “Act as a [profession]…” at the beginning of your prompt to see how a persona changes the style of Gemini’s response.

215

ChatGPT | LLM mastery

২১ ফেব, ২০২৬, ০১:৫৮ AM

🚨Breaking: OpenAI has launched a dedicated Vibe coding Codex

OpenAI released the Codex desktop app for macOS, letting you manage multiple agents at once, run work in parallel, and work on long-running tasks, with temporary free access for ChatGPT Free and Go, and doubled rate limits for paid plans

👉 The app runs agents in separate threads organized by projects with built-in worktree support so multiple agents can work on the same repo without conflicts, and picks up session history and configuration from the Codex CLI and IDE extension

👉 Skills bundle instructions, resources, and scripts so Codex can connect to tools like Figma, Linear, and cloud hosts (Vercel, Netlify, Cloudflare, Render), generate images with GPT Image, and create PDF, spreadsheet, and docx files

👉 Codex is available for ChatGPT Plus, Pro, Business, Enterprise, and Edu users with usage included in subscriptions, Windows support and cloud-based triggers coming next

201

ChatGPT | LLM mastery

১৭ ফেব, ২০২৬, ০৫:৪২ PM

You can learn how to use Claude code from this prompt👆

Comment "Full Text" to get the full text so you can copy and paste it.

226

ChatGPT | LLM mastery

১৪ ফেব, ২০২৬, ১২:২৮ PM

ChatGPT apps directory is about to get over 60+ new apps

The link to Apps has been added to the nav bar as well.

Mobile users now also can select thinking effort in a similar way as on the web.

216

ChatGPT | LLM mastery

১৪ ফেব, ২০২৬, ১২:২৮ PM

🌲TREE OF THOUGHT FOR HARD PROBLEMS

When tasks are complex, one reasoning path is not enough.

👉 Tell the model to:
• Explore multiple solutions
• Evaluate each option
• Choose the best one

Example instruction
Generate 3 approaches. Compare them. Select the strongest.

This dramatically reduces wrong answers.

200

ChatGPT | LLM mastery

১২ ফেব, ২০২৬, ০৪:২৪ AM

🚨 OpenAI prepares ChatGPT Ads for a broader rollout on web and mobile apps.

The new preparations for ads found in the public beta version of the ChatGPT app for Android (1.2026.027) are now in the ChatGPT web app too

➡️ Ads onboarding flow covering trust, data privacy, personalization, and user controls

➡️ Advertisers never see your chats, memories, name, email, or location (only aggregate view and click counts)

➡️ Ads are personalized based on current chat, ad interactions, and past chats/memory

➡️ Ad menu and "About this ad" panel with options to hide, report, learn why you're seeing it, or "Ask ChatGPT" about the ad

➡️ New "Ads controls" section in settings (ad history, interests, personalization toggles, delete all ads data, go ad-free with Plus)

138

ChatGPT | LLM mastery

১২ ফেব, ২০২৬, ০৪:২৪ AM

OpenAI is retiring several older models from ChatGPT on February 13, 2026

After February 13 GPT-4o, GPT-4.1, GPT-4.1 mini, and o4-mini will no longer appear in the ChatGPT interface for any users (free or paid).

The company is consolidating around newer, more capable models like GPT-5.2, which already dominate usage (GPT-4o is selected by only ~0.1% of users daily).

The retired models remain fully available and unchanged in the OpenAI API, so developers and apps using them are not affected.

In ChatGPT, users will automatically switch to current models no action needed, but some will notice the loss of GPT-4o's warmer tone

426

ChatGPT | LLM mastery

১০ ফেব, ২০২৬, ০৩:০১ AM

✅ 10 ChatGPT Prompts To Save You Hours of Work

1️⃣ Content Writing
"Act as a blog writer. Write a 600-word blog post on ‘5 AI tools boosting productivity in 2025’ with SEO keywords."

2️⃣ YouTube Scripts
"Act as a video scriptwriter. Write a 2-minute YouTube Shorts script explaining how ChatGPT works."

3️⃣ Online Course Creation
"Act as an edtech consultant. Help me outline a 5-module beginner course on Python for absolute newbies."

4️⃣ Portfolio Building
"Act as a career mentor. Suggest 5 project ideas I can add to my GitHub to showcase my web development skills."

5️⃣ Newsletter Writing
"Act as a newsletter editor. Write a weekly tech newsletter for young professionals learning AI."

6️⃣ Presentation Design
"Act as a slide designer. Create a bullet-point outline for a pitch deck introducing a startup AI tool."

7️⃣ Freelance Proposals
"Act as a freelancer. Write a proposal to apply for an Upwork gig: ‘Build a landing page in HTML/CSS in 3 days.’"

8️⃣ Idea Validation
"Act as a startup mentor. Evaluate the business potential of an AI-based resume review tool."

9️⃣ Client Communication
"Act as a client success manager. Write a professional response to a client unhappy with project delays."

🔟 Learning Tracker
"Act as a mentor. Design a Notion template to track progress for someone learning data science in 3 months."

136

ChatGPT | LLM mastery

১০ ফেব, ২০২৬, ০৩:০১ AM

💡 8 ChatGPT Prompts to Turn Your Skills into Passive Income 💰

1️⃣ Passive Income Brainstorm
✅ "What are some ways I can turn my [skill/knowledge] into passive income streams online?"

2️⃣ Digital Product Idea Generator
✅ "Generate 5 sellable digital product ideas based on my skill in [your topic or profession]."

3️⃣ Niche Blog Starter Kit
✅ "Help me create a blog content plan around [niche] that can be monetized through ads and affiliates."

4️⃣ YouTube Automation Guide
✅ "Give me a plan to start a faceless YouTube channel using my knowledge of [topic]."

5️⃣ Printables and Notion Templates
✅ "Suggest printable or Notion template ideas I can create and sell based on [your niche or hobby]."

6️⃣ Online Course Launch Blueprint
✅ "Help me plan, price, and promote a beginner-friendly course on [subject]."

7️⃣ Skill Monetization Plan
✅ "How can I turn my experience in [field] into a recurring revenue stream using digital tools?"

8️⃣ Minimal Effort, Long-Term Results
✅ "Suggest passive income strategies that require upfront work but little ongoing effort in [niche]."

206

ChatGPT | LLM mastery

১০ ফেব, ২০২৬, ০৩:০১ AM

😓💬 Chats Feeling One-Sided and Impersonal?

The AI responds but never asks questions back, making conversations flat like talking to a wall when venting about stress or planning goals.

It's programmed to answer directly, not initiate like a real friend, leaving you to drive everything.

✅ Solution: Prompt for interaction: "Respond and ask 2 follow-up questions to dive deeper."
Example: "Help me plan a workout routine, then ask about my goals and schedule."

🗣️ Turns it into a back-and-forth dialogue for better support.

170

ChatGPT | LLM mastery

১০ ফেব, ২০২৬, ০৩:০১ AM

BREAKING 🚨: Google is launching Gemini in Chrome sidebar broadly to Pro and Ultra Chrome users in the US with Auto Browse and Personal Intelligence features.

The new Gemini in Chrome is like having an assistant that helps you find information and get things done

129

ChatGPT | LLM mastery

৬ ফেব, ২০২৬, ০৯:১৭ PM

Prompt share: Industrial design

Prompt:
Industrial design, concept sketches, [Subject], multiple-view drawing, modern minimalism, clean lines, white background

180

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ChatGPT | LLM mastery

Unlock the power of ChatGPT, Gemini & top LLMs. 🚀 Daily tips, prompts & AI hacks for productivity, learning, business & fun. Discover the best AI tools, tutorials & automation strategies today!

Join @chatgpt_bds for exclusive power and llms content and discussions in 1

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ChatGPT | LLM mastery

ChatGPT | LLM mastery

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সম্পর্কিত টেলিগ্রাম চ্যানেল

New bengali songs

সিরাতুল মুস্তাক্বীম (A Free Learning Platform For Sisters)

Incom Koro▪️ Daily Combo▪️ (Bengali)

2Dollas 𓍢ִ໋˖🪼ྀིྀིྀིྀིྀི*ꪆৎ.˖

কেনা বেচা করুন ২৪ ঘন্টা 🤑

free paid course

WAGMI HUB 🇧🇩 বাংলা News

Reality Check BD

সম্পর্কিত টেলিগ্রাম চ্যানেল

New bengali songs

সিরাতুল মুস্তাক্বীম (A Free Learning Platform For Sisters)

Incom Koro▪️ Daily Combo▪️ (Bengali)

2Dollas 𓍢ִ໋˖🪼ྀིྀིྀིྀིྀི*ꪆৎ.˖

কেনা বেচা করুন ২৪ ঘন্টা 🤑

free paid course

WAGMI HUB 🇧🇩 বাংলা News

Reality Check BD

সাম্প্রতিক পোস্ট

সাম্প্রতিক পোস্ট

সম্পর্কিত টেলিগ্রাম চ্যানেল

New bengali songs

সিরাতুল মুস্তাক্বীম (A Free Learning Platform For Sisters)

Incom Koro▪️ Daily Combo▪️ (Bengali)

2Dollas 𓍢ִ໋˖🪼ྀིྀིྀིྀིྀི*ꪆৎ.˖

কেনা বেচা করুন ২৪ ঘন্টা 🤑

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WAGMI HUB 🇧🇩 বাংলা News

Reality Check BD

সম্পর্কিত টেলিগ্রাম চ্যানেল

New bengali songs

সিরাতুল মুস্তাক্বীম (A Free Learning Platform For Sisters)

Incom Koro▪️ Daily Combo▪️ (Bengali)

2Dollas 𓍢ִ໋˖🪼ྀིྀིྀིྀིྀི*ꪆৎ.˖

কেনা বেচা করুন ২৪ ঘন্টা 🤑

free paid course

WAGMI HUB 🇧🇩 বাংলা News

Reality Check BD

ব্যবহারকারীদের রিভিউ (0)

ব্যবহারকারীদের রিভিউ (0)