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Behind the ChatGPT, why is it getting better every day?

(Cause): Have you ever wondered why an AI like ChatGPT knows so much, can answer almost anything!

Many people will probably use ChatGPT or AI help with day-to-day tasks.

But you know that...Behind its "super-sensitive intelligence" is to "train so hard!"

And it's not just one train and it's over...

Building AI like this requires two big processes:

1.Pretraining - Training from huge data (like reading the whole world)

2.Finetuning - adjust the tune exactly to the task to do (like a special class to the point)

Today, Herpes will tell you a simple account of what these two steps are and how we live!

(Formula): What is Pretraining + Finetuning?

✨ 1.Pretraining: Read everything the world has.

* AI will be taught with "enormous" amounts of data such as web, books, code, etc.

* Goal: Let it "understand the language" as broadly as possible.

* School characteristics: No one teaches directly. Learn from Pattern in the data itself (called "unsupervised learning").

Simple Compare: Like a child who reads everything in a world library, and then captures Pattern himself as to what should follow.

✨ 2.Finetuning: Specialized training to excel in the subject.

* After understanding the common language, you have to "tune up" to suit your job, such as being a doctor's assistant, marketing coach, etc.

* Use specialized information + someone gives feedback or teaches directly.

Simple comparison: Like a child who has read every book, but has to come to a special class on "Make content bang in TikKa."

(Effect) So what about us?

AI is smarter every day because he has a system of "learning + tuning" all the time.

But is there anything in our business to learn and develop?

If you still use AI today, it may be time to "Finetune" your own business to win the market!

Who wants to know how AI can be used to make content, sell, or mold brands to be tuned?

Come to talk to Herpes at LINE OA: @ drgim

2025/10/22 Edited to

... Read moreนอกจากกระบวนการ Pretraining และ Finetuning ที่บทความกล่าวถึงแล้ว ยังมีเรื่องของข้อมูลคุณภาพและการประเมินผล AI ที่สำคัญมากสำหรับทำให้ ChatGPT เก่งขึ้นทุกวัน ข้อมูลที่นำมาใช้เทรนต้องมีคุณภาพและหลากหลาย ครอบคลุมหลายมิติของภาษาและความรู้ เพื่อให้โมเดลเข้าใจรูปแบบภาษาที่ดีและตอบสนองคำถามได้อย่างถูกต้องและเหมาะสม ในขั้นตอน Finetuning นอกจากจะใช้ข้อมูลเฉพาะทางและฟีดแบคโดยตรงจากผู้เชี่ยวชาญเพื่อช่วย AI ปรับตัวแล้ว ยังมีเทคนิคการ Reinforcement Learning with Human Feedback (RLHF) ที่ช่วยให้ AI เรียนรู้จากการประเมินของมนุษย์อย่างละเอียดมากขึ้น ทำให้การตอบกลับมีความเป็นธรรมชาติและถูกต้องตามเจตนาของผู้ใช้มากขึ้น อีกจุดสำคัญ คือ การอัปเดตแบบต่อเนื่อง (Continuous Learning) ที่ทำให้ AI สามารถเก็บข้อมูลและบทเรียนใหม่ ๆ จากการใช้งานจริง นำไปใช้ฝึกฝนและพัฒนาความสามารถให้ทันสมัยอยู่เสมอ เช่น การรับมือกับประเด็นใหม่ ๆ ในสังคมหรือความเปลี่ยนแปลงทางภาษา สำหรับผู้ที่สนใจนำ AI เช่น ChatGPT มาใช้ในธุรกิจ อาจเริ่มจากการเลือกใช้โมเดลที่สอบถามหรือช่วยในงานเฉพาะทาง เช่น การสร้างคอนเทนต์การตลาด การดูแลลูกค้า หรือช่วยในงานวิเคราะห์ข้อมูล แล้วค่อย ๆ ปรับแต่งโมเดลผ่าน Finetuning หรือการตั้งค่าต่าง ๆ เพื่อให้เหมาะกับเป้าหมายของธุรกิจ สุดท้าย ความเข้าใจในกระบวนการเรียนรู้และพัฒนา AI เหล่านี้ไม่เพียงให้เรารู้ว่า ChatGPT ทำงานอย่างไร แต่ยังเป็นแนวทางที่ดีสำหรับการปรับปรุงพัฒนาธุรกิจหรือการทำงานของเราเอง โดยเปรียบเหมือนการเรียนรู้และปรับตัวอย่างต่อเนื่องเพื่อความสำเร็จในยุคดิจิทัลนี้ ลองตั้งคำถามตัวเองว่าธุรกิจหรือการทำงานของคุณในวันนี้มีจุดไหนที่ยังสามารถ "finetune" ให้ดีขึ้นได้ไหม แล้วเริ่มต้นพัฒนาต่อไปเพื่อไม่ให้ตกยุค พร้อมรับมือกับการเปลี่ยนแปลงอย่างรวดเร็วในโลกปัจจุบัน

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A white slide titled 'Reel Scripts' in a black oval. Red text provides a ChatGPT prompt to create a 30-second Instagram Reel script using the AIDA method for a target audience.
ChatGPT prompts to grow your socials
I love ChatGPT especially when it comes to helping me create content or brainstorming ideas for content. Let me know if you plan on using any of these prompts to help promote your business on social media or to just grow your socials. Need more help with content creation check out the link in m
Kandi

Kandi

62 likes

A road at sunset or sunrise with trees on both sides, featuring the title 'How to BECOME THE BEST VERSION OF YOURSELF' in pink text, along with pink flower and heart doodles.
A lush forest scene with tall green trees and a vibrant field of purple flowers, overlaid with the text '1. You must start where you are, use what you have, and do what you can'.
A serene night landscape with a starry sky above a field of small blue and white wildflowers, featuring the text '2.Become curious about your thoughts, feelings, and beliefs instead of hating on yourself for them'.
🌸Become the best version of yourself pt.1🌸
🤍 1. Although it can be hard to take a look at where we are in life it is completely necessary. There is no way around true inner growth without shining light to all the parts of ourselves that we felt held us back. Starting where we are, with what we have, gives us the ability to find peace in our
Stephanie

Stephanie

50 likes

The Unexpected Way I Use ChatGPT to Get Dressed Every Day
I thought ChatGPT was only for work and content creation. Then I asked it to help me build a capsule wardrobe. Honestly? It made me realize I don’t need more clothes… I need clothes that work together. As we get older, many of us want: ✨ Simplicity ✨ Comfort ✨ Timeless style ✨ Less
Jen AI for beginners 40+

Jen AI for beginners 40+

18 likes

A Lemon8 post by @_aaalexiiis, featuring a selfie in a car's rearview mirror. The post's title, "WHY I LIKE EVERY POST I CLICK ON and why you should too," is overlaid on the car's windshield. A screenshot of an original Lemon8 post by @River, discussing engagement, is also visible, labeled "original poster!!"
WHY I LIKE EVERY POST I CLICK ON
I was scrolling through Lemon8 and noticed a lot of posts about how it feels like a “dead app,” with people getting tons of views but little engagement. Then I came across someone sharing that she likes every post she clicks on. If something is interesting enough for me to click on and it caught my
Alexis Tobin

Alexis Tobin

804 likes

Don’t Use ChatGPT To Cheat! Do This Instead!
Let’s clear this up: ChatGPT isn’t just for cheating. If you use it right, it can actually help you learn better. I’ve been using it to summarize complex topics, turn lecture notes into practice questions, and get extra examples when I’m too embarrassed to ask in class 😅 It’s like having a tutor on
CompSkyy

CompSkyy

144 likes

An illustration of a distressed woman with tear-streaked makeup, wearing a purple dress, sitting in a dimly lit room. Overlaying text reads: "You handled it so well." No. I didn't. I went insane, lost spark, bled in silence, shattered in private and wore a smile that lied better than any mask could.
🎭 Behind the smile was survival..
They saw strength but not the storm. 💔 The quiet breakdowns, the lonely nights, the heavy silence. She kept going, not because she was okay… but because she had no choice. 💫🕊️ #Lemon8challenge #chatGPTprompts #invisiblebattle #strongwomencrytoo #healingtruths
💜 Jess 💜

💜 Jess 💜

70 likes

Chat GPT Prompt
Copy and paste this prompt into Chat GPT with your spirit animal: Create an image of me meditating with my spirit animal rising from behind and add stats about everything you know about me. Post it and tag me! I wanna see what y'all got! #chatgpt #chatgptprompts #spirituality
The Raven Queen

The Raven Queen

193 likes

A vibrant pink and black graphic titled 'How to Create Your Own Notepads,' featuring two cartoon girls and various stationery items like glue, scissors, and pencils, introducing a DIY stationery tutorial.
Step 1 of a DIY notepad tutorial, titled 'Gather Your Supplies,' displays all necessary items: printer paper, backing board, notepad pages, paper cutter, binder clips, notepad glue, and a ruler, with two cartoon girls.
Step 2, 'Design + Print,' shows a laptop with various notepad page designs and printed examples. Instructions include choosing size, adding elements, and printing, with a tip to print a test page, featuring a cartoon girl.
Use Chat GPT to create your design or design yourself!
Dee

Dee

487 likes

CHATGPT Name Prompt
Create an illustration of me from uploaded photo in a lightly cartoonish, realistic “mini me” version: head slightly larger than normal (chibi-style), large, expressive, bright eyes, mischievous smile. Stylish, casual outfit. I’m leaning against a wall, arms folded, one leg propped up against the w
Kandice Randall

Kandice Randall

555 likes

ChatGPT has a dark side👇
ChatGPT has a dark side. It can think like a cold-blooded MILLIONARE. Here are 7 prompts the wealthy elite don't want you to know...👇 ChatGPT has a dark side. Not the viral kind... the wealth-building kind. When you stop using it for captions and start using it like a private strateg
Laarni Tan | Make Money Online

Laarni Tan | Make Money Online

28 likes

Starting A Web Agency & Landing Clients w/ ChatGPT
Here’s my journey to developing my agency, making money online and how you can do it too 👇 As you can see this is NOT an overnight process. If you need help with getting started or learning about my journey, DM me! Visit deftpointconsulting.com to see how my agency looks & get inspir
Deft Point Consulting

Deft Point Consulting

22 likes

A cozy desk setup with a candle, mug, and calendar, featuring text asking 'So, what's better??? CHATGPT vs. CLAUDE.AI' and their respective logos, setting up a comparison.
A comparison of ChatGPT and Claude.ai for writing, highlighting Claude's more human-like style versus ChatGPT's versatility but potential for sounding generic, with the user preferring Claude.
A comparison of ChatGPT and Claude.ai for proofreading and editing, noting ChatGPT's error spotting versus Claude's clearer presentation of corrections, with the user having no strong preference but acknowledging Claude's clarity.
ChatGPT vs. Claude.ai: what’s better for students?
Hi guys! Have you heard about ChatGPT and Claude.ai? They’re both AI tools that can help you with writing, proofreading, math, and more. Let’s compare them and see which one’s better for you. 1️⃣ Writing: When it comes to emails, captions, or blogs, Claude feels more natural and human-like. Chat
emilie.studygram

emilie.studygram

142 likes

A woman takes a mirror selfie in a restroom, with text overlays 'Dream Big for 2025' and '8 CHAT GPT PROMPTS TO HAVE YOUR BEST YEAR', suggesting a guide for 2025 planning.
A dark room features blue glowing light installations resembling trees, with text overlay 'I WANT TO REFLECT ON 2024. ASK ME QUESTIONS THAT WILL HELP ME DREAM BIG AND MAP OUT AN INSPIRING 2025'.
A wooden boardwalk leads to a sandy beach with palm trees and lush greenery under a blue sky, with text overlay about making 2025 a 'dream year' and creating a powerful vision statement.
8 chatgpt prompts✨🥰
use these to start off 2025 strong!!🤍🤍
𝐒𝐎𝐏𝐇𝐈𝐀♛

𝐒𝐎𝐏𝐇𝐈𝐀♛

23 likes

A colorful guide titled 'Prompt Playground' showcasing three creative ChatGPT prompt ideas: Fake Cartoon ID, Ugly Doodle Version, and Name Meaning Portrait. It features a large 'PP' logo surrounded by art supplies and examples of each prompt's output.
A detailed guide on 'How to Make This Cartoon ID', presenting a prompt for a messy, doodle-style fake ID. It includes an example result of a 'Silly Girl License' for 'Lil Chaos' and tips for customization.
A guide titled 'How to Make a Funny Ugly Doodle Version of Yourself!', providing a prompt for creating a messy, childlike drawing. It shows an example result of a tired-looking doodle and offers tips for achieving a 'lazy art' style.
✨ 3 Viral ChatGPT Prompts You Need To Try Right Now ✨
Ever wondered what your name really means? Or what you’d look like as a chaotic doodle or hilarious fake ID? We tested 3 fun ChatGPT image prompts that turn ordinary photos into creative works of art: 🎨 Funny Ugly Doodle Version of Yourself 🪪 Chaotic Cartoon Fake ID Card ✨ Cinematic Portrai
Prompt Playground

Prompt Playground

285 likes

What if chat gpt was human for a day?
Enjoy being human ♥️♥️♥️ #lemon8challenge
The Digital Mom Edit

The Digital Mom Edit

1795 likes

A budget breakdown showing a total monthly income of $2,100 and weekly pay of $540. It lists fixed monthly bills including rent, electricity, car payment, insurance, Wi-Fi, Netflix, and Ipsy, totaling $1,524.
This image details total monthly expenses, calculating $1,724 (fixed bills + food) and a remaining $376. It then outlines a weekly budget plan, breaking down major expenses like rent, electricity, car payment, and car insurance into weekly amounts.
The weekly budget plan continues, showing $50 for groceries, a total weekly use of $432, and $108 leftover. It also provides weekly actions, including setting aside money for bills/food and allocating the leftover for fun, savings, or unexpected costs.
How ChatGPT Budgets My Bills So I Can breathe 🧘‍♂️ ✨
I told ChatGPT my monthly income is $2,100 and these bills weren’t letting up 😭 So I asked for help, and here’s how AI got me together: 📌 Rent – $1,000 📌 Lights – $115 📌 Car Payment – $200 📌 Insurance – $115 📌 Wi-Fi – $60 📌 Netflix – $18 📌 Ipsy – $16 📌 Groceries – $200 📌 Leftover: around
Amaya🌸

Amaya🌸

849 likes

A vibrant image of blue and pink crystals in a natural landscape with mountains, featuring the text "You're talking to AI wrong (I can fix that)" overlaid, introducing a guide to better AI interaction.
An image of a mystical cave with glowing pink and purple rock formations reflected in blue water, featuring text about improving ChatGPT outputs from generic to "scary-good" results.
A glowing cluster of blue and pink crystals surrounded by dark foliage, illustrating the text "The Real Reason You're Getting Bad Output" and explaining that ChatGPT needs more detailed prompts, not just simple requests.
AI Prompt Mini Guide for Better Outputs
Most people use ChatGPT like a shortcut. They type “write a caption” and wonder why it sounds dry or off-brand. The CRIT method changes that. You’re not just asking questions - you’re giving the AI everything it needs to actually think like you. Clear role, context, direction, and specific tasks
Bria | Social Media Marketing

Bria | Social Media Marketing

56 likes

A dramatic Notebook cover ChatGPT style
What I asked for: Give a notebook cover prompt with a description containing this photo in a dramatic way Prompt: 🎬📓 “STORMS DON’T ASK PERMISSION” — DRAMATIC NOTEBOOK COVER PROMPT Prompt: A hyper-realistic cinematic notebook cover featuring a beautiful young woman sitting curled up on a s
R.K💜

R.K💜

18 likes

A cover page titled "ChatGPT 101 Productivity-Boosting ChatGPT Prompts PROMPT GUIDE" with an illustration of a person at a computer, a rocket, and digital interfaces. It includes the "7 Minute Ai" and "lemon8 @wuvalder" logos.
A page titled "ChatGPT 101: Understanding the Basics" detailing prompts, AI training, knowledge, ethical considerations, and everyday uses of ChatGPT, with the "7 Minute Ai" logo.
A section titled "BUSINESS PLANNING" presenting 7 numbered prompts for developing business plans, such as creating outlines, tracking KPIs, and identifying partnerships. Includes "lemon8 @wuvalder" branding.
1/5: 101 chatgpt prompts
Follw to get full pdf version.
Valder

Valder

84 likes

A desk setup with a monitor showing a map and a tablet displaying presentation slides, overlaid with the title "CRAM SMARTER: HOW TO STUDY WHEN YOU'RE BEHIND" and the Lemon8 logo.
A desk setup with a monitor and tablet, featuring an overlay stating, "You can't learn everything But you can learn what shows up the most. Start with high-yield content ONLY."
A desk setup with a monitor and tablet, displaying an overlay that lists ways to "Use ChatGPT to: Summarize big topics, Explain tough concepts like you're 12, Quiz you on what you just reviewed."
Cram Smarter: How to Study When You’re Behind
Every student hits that moment — you're behind, the exam is coming, and the anxiety is real. What matters next is strategy. When I’m in crunch mode, here’s how I flip the script: ✅ Focus on high-yield content ✅ Use ChatGPT to summarize dense material fast ✅ Use flashcards + active re
Tyra-Lee 🩺

Tyra-Lee 🩺

34 likes

A woman stands in a desert with sand dunes, holding a sandboard, under a cloudy sky. Overlay text introduces "7 Ways to be a Better More Engaged Partner" for hetero-males.
A scenic view of red rock formations and green foliage under a cloudy sky. Overlay text advises partners to make an effort in planning dates.
A close-up of large, textured red rock formations. Overlay text discusses taking initiative to help with household chores without being asked.
How to be a better partner
* She doesn’t always want to plan all the dates. Even if your idea seems unconventional, the sincere effort you put into making a night special for her means more than anything. * She may not always ask you to help with things around the house. You might think, "I ask her what she needs he
Taylorsometimes

Taylorsometimes

106 likes

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