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💕

4188 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 🤎✨

266 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

801 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

266 likes

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

Sarah

27 likes

I moved in & got engaged to my bf before 20 💕
🐡 Backstory: So, me and my bf started dating when we were both 17. We both immediately realized we wanted to move in together— like— immediately into dating. So, we both got jobs WHILE we were in our senior year of highschool. 🐬 Timeline: We started dating February 2022, Started saving December
𝙻𝚎𝚕𝚎𝙰𝚗𝚍𝙹𝙹 💕✨

𝙻𝚎𝚕𝚎𝙰𝚗𝚍𝙹𝙹 💕✨

104 likes

I Went on a Date With a HOMELESS Man🧍🏽‍♂️
I was walking the park trail back to my car when I saw a red, expensive-looking car parked nearby mine. The driver’s door was wide open, and I saw a man who looked to be around my age sitting in a relaxed position, shirtless, and deep in thought. As I was making my way to my car, he noticed me and
Kayla 🐣

Kayla 🐣

1652 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

85 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 ✨💋

2432 likes

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

Sarah studies

58 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

207 likes

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

Rickey Smiley

107 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

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

504 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🏋️‍♀️

283 likes

The Mexico train ride I’d plan a trip around
Childhood friends. First international trip together. Guadalajara delivered. The Jose Cuervo Express ended up being one of the best experiences of the entire trip. Agave fields, tequila tastings, mariachi performances, and a sunset train ride through Jalisco we’re still talking about. If you’
Moneick | Travel Advisor

Moneick | Travel Advisor

300 likes

how to train a photographer (for shy girls) 🫶
#instagram #photos #photo #photography #pictureideas #pics #pose #camera #digitalcamera #pic
lauren

lauren

312 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

3 Things You Should Do Before Becoming a Travel Agent
Before you become a travel agent, do these 3 things first 👇🏾 1️⃣ Set up a separate Gmail so you don’t miss business emails. This isn’t about appearances—it’s about organization. When your personal emails are mixed in with client invoices, supplier updates, and commission alerts… things get mi
Teirsa | Trvl Biz Coach 🔌

Teirsa | Trvl Biz Coach 🔌

18 likes

What I didn’t know before traveling to Japan 🇯🇵
Things I Didn’t Know Before Traveling to Japan - Vending machines are *everywhere*—like on every corner, selling everything from hot coffee to ramen. I wish the US did this SO bad…it’s was so easy to grab something on the go. - Bullet trains are insanely fast and super quiet—no loud convos
Millie Britt

Millie Britt

292 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

Two puppies, one black and tan and one light brown, sit on a wooden floor. The image features the question 'HOW DO I HOUSE TRAIN MY PUPPY?' with a bone emoji, relating to the article's topic of puppy house training tips.
How to house train your puppy… 🦴
House training is crucial when welcoming a new dog into your home. Here are the five tips for successfully housetraining a dog of any age: 1. Recognize Triggers: Be aware of the general triggers for pottying such as waking up, drinking water, eating, or finishing play sessions. Dogs that are sni
myfavpins

myfavpins

1243 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

🤔Cardio Before or After Workouts⁉️
For Endurance and Cardiovascular Health: If you are training for a marathon, triathlon, or any event that requires endurance, starting your workout with cardio will allow you to push harder and more effectively train your endurance muscles. For Strength and Muscle Gain: If your goal is to bui
Gym Princess 👑

Gym Princess 👑

72 likes

Train Together! Even With Different Fitness Goals🍑
Working out with a partner is such a game-changer. It keeps you motivated, makes workouts more fun, and holds you accountable. But what if your gym partner has totally different goals? What if one of you wants to get shredded while the other just wants to stay toned? Or one of you is six inches tal
Chalie_Baker

Chalie_Baker

50 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

595 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

15 likes

TRAVELED BY TRAIN for the first time
#lemon8diarychallenge I finally checked something off my bucket list and it was to travel by train. I feel like I got my polar express experience. I highly recommend. ❤️☺️ ✅All Coach Seats Are The Same Size ✅The Seats Are Recliners ✅ Foot Rests ✅The Space Is Very Roomy ✅Charging Ports
Chasity K

Chasity K

1074 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

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

108 likes

See more