Automatically translated.View original post

Before AI was so good, the train people came first.

In the world of Gemini 3.1 today, AI is no longer just broadly intelligent, but there is something called Fine-tuning, which is like sending an AI to "specialized classes" to become a dedicated expert for you.

Soon the point of making life easier is

Good at it: You don't have to write long commands, AI knows, because it's trained with exactly the personal information or job style you want.

It's more than just people talking: The latest version can help "code check" and "work planning" instead of us, like having a professional assistant sitting next to it.

Personal Space: The data used to teach AI is kept confidential, created as a personal model that works for you alone.

# Gemini3 # AI2026 # FineTuning # SmartWork # DigitalAssistant

5/2 Edited to

... Read moreเทคโนโลยี AI ในปัจจุบันไม่ได้หยุดอยู่แค่การรู้และตอบคำถามทั่วไปอีกต่อไป แต่ด้วยฟีเจอร์ Fine-tuning ที่ถูกพัฒนาใน Gemini 3.1 ทำให้ทุกคนสามารถมี AI ที่ฉลาดและเก่งเฉพาะงานที่ตัวเองต้องการได้ทันที การส่ง AI ไปเรียนรู้เฉพาะทางเปรียบเสมือนกับการมีผู้ช่วยที่ปรับตัวเข้ากับสไตล์การทำงานและรูปแบบข้อมูลส่วนตัวของเราจริงๆ จากประสบการณ์ส่วนตัว หลังได้ลองใช้ AI ที่ผ่านการ Fine-tuning พบว่าการทำงานประจำวันสะดวกขึ้นมาก เช่น AI สามารถตรวจโค้ดและช่วยวางแผนงานให้เหมือนมีผู้ช่วยมืออาชีพคอยแนะนำโดยตรง ช่วยลดเวลาที่ต้องมาสอนหรือแก้ไขใหม่ซ้ำๆ อีกทั้งยังรู้ใจเราได้โดยไม่ต้องใช้คำสั่งยาวๆ อีกต่อไป สิ่งที่สำคัญคือความมั่นใจในความเป็นส่วนตัวของข้อมูลที่ใช้สอน AI เพราะระบบจะเก็บข้อมูลเหล่านี้ไว้ในโมเดลส่วนตัวที่ทำงานเฉพาะกับเรา ซึ่งช่วยเพิ่มความปลอดภัยและความสบายใจ นอกจากนี้ Gemini 3.1 ยังเปิดโอกาสให้เกิดการใช้งาน AI ในรูปแบบใหม่ เช่น การสร้างผู้ช่วยดิจิทัลที่ทำได้มากกว่าการคุยโต้ตอบ คือสามารถจัดการงานซับซ้อนอย่างการจัดตารางหรือวางแผนกลยุทธ์ได้เรียลไทม์ เทคโนโลยีนี้จึงเป็นตัวช่วยสำคัญในการทำงานให้ทันสมัยและมีประสิทธิภาพมากขึ้น ในยุคที่ AI กำลังจะเป็นส่วนหนึ่งของชีวิตทุกคนอย่างแท้จริง

Related posts

A person in athletic wear holding a green drink, with text overlay "How to Become UNRECOGNIZABLE in 6 Months (Body, mindset, ENERGY - we're transforming it all ) SWIPE", indicating a transformation guide.
A person kneeling on a tiled floor, with text detailing the first step: "Build "non-negotiable" habits" including morning walk, food scan, and journaling, emphasizing consistency for identity change.
Feet in socks and sneakers on a floor with a yoga mat and headphones, illustrating the second step: "Train like the person you want to be" by starting small with movement like bodyweight workouts or dance.
6 months from now, people will ask what you did.
And you’ll just smile—because YOU did the work. ✨ Ready to be unrecognizable? Start with ONE shift today. I’m cheering you on 💗 #summerbod #healthyhabits #weightlossandfatloss #healthylifestyle #motivation
Hannah💕

Hannah💕

4175 likes

How I found my first apartment! ✨
Hi everyone! Okay so I’ve been starting to get a couple of questions as to how i managed to find my very first apartment that had many bonuses like having an affordable rent cost and being in a nice area. So here are the more major steps I took when it came to my apartment search journey! ✨ U
Renayla

Renayla

2334 likes

Should I train abs before lifting⁉️
Most people leave abs for the end of their workout. That’s why they skip them. I used to do the same. By the time I finished upper day or legs, my energy was gone. Now I train core first. Light to moderate. 2–4 sets. Just activation. Here’s why it works: Your core creates intra-abdom
Zara_Sanchi

Zara_Sanchi

83 likes

Most people will train again in 2026…
Most people will train again in 2026 Very few will actually change their body. The difference isn’t effort. It’s structure. 400+ women have followed one proven system to tighten their waist, lift their glutes, and finally build real hourglass shape — not just lose weight. That’s why resu
Lily Rose🏋️‍♀️

Lily Rose🏋️‍♀️

276 likes

Master your mind
before your to-do list.
Master your mind before your to-do list. Because your problem isn’t your workload. It’s your perspective. Same situation. Different mindset. Different result. Most people see pressure and freeze. Top performers see pressure and level up. ✨ Train your brain to spot opportunit
Aman Sahota

Aman Sahota

191 likes

Let’s do a Black people follow train
It’s our time to connect and build our platforms for the future. Let’s follow each other and show each other love. #followtrain #blackgirlfollowtrain #blackwomen #blackamericans #letschat
EternalWomenInc

EternalWomenInc

18 likes

Things I Wish I Knew Before Traveling to Japan 🇯🇵✈
Japan is one of the most amazing travel destinations, but trust me, there are things I wish I had known before my trip🤩 Save this for later so you don’t make the same mistakes⬇️ 🔹 Cash is still king 💴 Despite being super high-tech, many places (like small restaurants & temples) only accept
Julia

Julia

233 likes

Your Mind Is Your Greatest Asset. Train It.
#mindset #habits #Lemon8
Sarah

Sarah

26 likes

Why I Train People
Why I Do What I Do 👇 People need help. The world is much heavier than they should be. Statically there’s more people overweight than fit, which is unacceptable. You need to be healthy so you can enjoy your life and spend your time however you would like without worry about your well bein
mrdiversify

mrdiversify

23 likes

How to train your brain before study✨💖
#study #studygram #studytips #studymotivation #fyp
Sarah studies

Sarah studies

70 likes

WHAT TO EAT BEFORE YOUR WORKOUT TO KEEP 🍑✨?
Fuel Your Workouts, Shape Your Peach, Lose Belly Fat 🤌🏼 Here’s your ultimate list of pre-workout snacks that energize your body, support fat loss, and protect your hard-earned muscle: 🍌 Banana with peanut butter 🥣 Greek yogurt with berries 🥑 Avocado toast on whole-grain bread 🍎 Apple slice
Zara_Sanchi

Zara_Sanchi

787 likes

You Have To Train People How To Treat You
Remember this!!!!! #RickeySmiley #Interview #FantasticVoyage
Rickey Smiley

Rickey Smiley

83 likes

Most people will train again in 2026…
Most people will train again in 2026 Very few will actually change their body. The difference isn’t effort. It’s structure. 400+ women have followed one proven system to tighten their waist, lift their glutes, and finally build real hourglass shape — not just lose weight. That’s why resu
Brenda Antone

Brenda Antone

50 likes

Questions to Ask BEFORE Dating Anyone‼️
I get asked frequently what I look for in a man. I have a list of requirements and if you don’t match majority of everything on that list I won’t entertain you. I know it sounds mean and picky but I’m entitled to my own opinion. Due to past experiences I take down notes and pick out the good trai
Dark Chocolate Queen 🤎✨

Dark Chocolate Queen 🤎✨

263 likes

Signs God Gave Me Before He Gave Me A Home ✨⬇️⬇️⬇️
I lived in a hotel for about 1year and a half with my 5 siblings and parents…it was during Covid and times were hard as far as our living situation. Long story short , I had been praying and working hard to save money..to help my parents when it came down to looking for a house for us. I was highly
Mrs.Hernandez ✨💋

Mrs.Hernandez ✨💋

2425 likes

How To Train People To Respect You!!
Ann White Network

Ann White Network

3 likes

How to train our mindset about the money 💸
In this post have 10 main points you should remember and start train mindset about the money… comment money for money tips and tricks.. #money✨ #aitools #sidehustles
@SmartMoneyAi

@SmartMoneyAi

4 likes

I Wish I Knew About Periods When I Was Younger
When I got my first period, I remember feeling confused, embarrassed, and a little scared. No one really talked about it openly, and everything I knew came from awkward school lessons or whispered conversations with friends. Now, looking back, there are so many things I wish someone had told me. If
Doc Bezz

Doc Bezz

351 likes

Travel apps you need before you leave pt.1 🌎
Top 5 Must-Have Apps for Your Solo Travel Adventure (Trust me, they’ll save your butt!) 🚀✈️🌍 1. Google Maps – Your best friend when you’re lost (which will be…often). It’s like a personal GPS that never judges you for taking the wrong turn. Bonus points: It can help you avoid sketchy back alleys
Nyah Misfit

Nyah Misfit

498 likes

What I wish I knew before becoming a Mom
1. Your Identity Is Rooted in Christ, Not in PerfectionMotherhood often brings immense pressure to meet societal standards of being the "perfect mom." However, the Bible reminds us that our worth is not determined by our performance but by our identity in Christ. Ephesians 2:10 states, "
CiaraBene

CiaraBene

12 likes

78% of Customers Choose the First Responder
Why Speed Matters: 78% of Customers Choose the First Responder In today’s fast-paced world, speed matters more than ever—especially when it comes to responding to customer inquiries. A recent study revealed that 78% of customers choose to buy from the company that responds to their inquiry first
Bayat Digital

Bayat Digital

3 likes

7 things I wish everyone knew before starting a GLP-1 💉
What I wish everyone knew before starting a GLP-1 Most people think this is just about eating less. It’s not. How you eat, train, hydrate, and set expectations can completely change your outcome. #wellnessjourney #healthtok #healthylifestyle #healthjourney #lifestyle
christina_the_pa

christina_the_pa

11 likes

Before God Separates You...
#CapCut #lemon8 #god #devineneteru007 #bilqis
Black Cobra 007

Black Cobra 007

3 likes

What I wish I knew before my first big girl job
the career advice I wish I had gotten before I landed my first big girl job!!! 👩🏽‍💼🤝🏽✨ I know the job search process can be both exciting and horrifying at the same time, so here are three things I wish someone had told me before i landed my first big girl job! 🤫 1. Always negotiate salary b
Baki Izzat

Baki Izzat

14 likes

Biceps pain when you train?
Stopping isn’t the solution progression is. If curls or pulling movements keep flaring your biceps, the problem usually isn’t one bad exercise. It’s jumping intensity before your tissue is ready. In this video, I walk through a simple 3-step progression I use to rebuild biceps capacity witho
Gabe PT DPT | Movement Coach

Gabe PT DPT | Movement Coach

0 likes

The #1 move smart buyers make that people skip
Buying a home is about more than square footage and finishes. The neighborhood can make or break your peace. Here’s why I always tell my clients to canvas the area before putting in an offer: 1. See what traffic, noise, and parking are like at different times of day 2. Check out the vibe—friend
Keyedwithwhit

Keyedwithwhit

15 likes

3 things I wish I knew before going to Korea
I want to take this time to introduce myself! Hello, my name is LaRiah 😁 and I literally grew to 3000 followers seemingly within a few weeks from old videos that have just been flourishing to be honest. 😂🥲 I used supposed a lot of travel content, but have switched more to videos but want to inco
LaRiah Glasper

LaRiah Glasper

579 likes

DO NOT TRAIN FASTED !!!!
STOP training fasted 🚫 pleeeeease my girls… do not go to the gym to lift without eating SOMETHING beforehand !!! here’s the thing — lifting on an empty stomach isn’t doing you any favors. a bunch of studies show that training in a fed state improves strength, endurance, and total workout volu
jac 🧚🏼‍♀️

jac 🧚🏼‍♀️

507 likes

Most people train ABS too easy
Use fewer exercises, do them harder, and keep your pelvis under control. Save this for your next core session. #gym #coreworkouts #workouts #viral
Hypertro Workout App

Hypertro Workout App

499 likes

How I deal with negative people in recovery
Honestly, these tips can be put to use in most social situations! Group housing, school, work, dorms, college I feel this is a good thing for everyone to learn. 🫶🏾 I've been in recovery for about 6 months now, and this seems to be the hardest challenge I have faced in a while. I've alw
Ghosty

Ghosty

19 likes

“Train Up a Child: The Power of Their Words”
“Train Up a Child: The Power of Their Words” Part 4 Correct the words before they become character.“ Ephesians 4:29 Let no corrupting talk come out of your mouth…” #BuildDontBreak #KindWordsOnly #FaithParenting #Ephesians429 #DisciplineWithLove
Tannis Bussell

Tannis Bussell

1 like

A black mirrorless camera with a lens and strap, positioned on a gray surface, with text indicating a review of the camera.
A top-down view of a black camera with a lens and strap, accompanied by text discussing its long-term value and positive impact on creativity.
A close-up of a camera kit lens with a lens hood, on a gray textured surface, with text describing it as a good starter lens for photography.
Was The Sony A7iii The Best Investment I Made? 🤔📸
Is the Sony A7iii worth it as a hobbyist, as a photographer, as a creator, for my career? 🤔 Let's go through my thoughts together. I bought the Sony A7iii as a gift to myself for my birthday in May 2021. I'd just left my job as a Teaching Assistant to pursue being a full time social m
digitally.kate

digitally.kate

107 likes

How I got a Tesla As my First Car
I got this car on June 22nd and I absolutely LOVE it. I got my license on July 3rd and getting to drive this thing everyday is a dream. I wanna share how I did it so you can too! This car wasn’t exactly cheap after all the taxes it came out to a little over 40k, I had to pay a Transport fee of $
Mave361

Mave361

86 likes

3 Things You Should Know Before Getting an Aussie
Have you ever thought of getting a puppy ? Maybe even an Aussie?! Even though Australian Shepherds are the cutest dogs ever, they may not be right for everyone! Here are three things you should know before bringing an Aussie home.. 1. Aussies are a high energy breed. They require daily exercise
Maple the Mini

Maple the Mini

91 likes

The image displays a phone screen with the title 'Healthcare & Fitness: Help me train for my first 5k!'. It features six app icons for 5k training: Just Run, 5K, ZR5k, 5K Runner, 5K Run, and C25K. The bottom text asks for help choosing the best 5k app.
Help me train for my first 5k!
Calling a lemon 5k experts!! I need your help!! I really want to run a 5k before the ground in the Midwest freezes over and we are stuck inside for the next 9 months. That means I pretty much have until the first week in December to run my first 5k marathon. I know that means I don’t have a lot of
Love Charlee 💛

Love Charlee 💛

19 likes

See more