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AI Jobs and Career
I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.
- Full Stack Engineer [$150K-$220K]
- Software Engineer, Tooling & AI Workflow, Contract [$90/hour]
- DevOps Engineer, India, Contract [$90/hour]
- More AI Jobs Opportunitieshere
| Job Title | Status | Pay |
|---|---|---|
| Full-Stack Engineer | Strong match, Full-time | $150K - $220K / year |
| Developer Experience and Productivity Engineer | Pre-qualified, Full-time | $160K - $300K / year |
| Software Engineer - Tooling & AI Workflows (Contract) | Contract | $90 / hour |
| DevOps Engineer (India) | Full-time | $20K - $50K / year |
| Senior Full-Stack Engineer | Full-time | $2.8K - $4K / week |
| Enterprise IT & Cloud Domain Expert - India | Contract | $20 - $30 / hour |
| Senior Software Engineer | Contract | $100 - $200 / hour |
| Senior Software Engineer | Pre-qualified, Full-time | $150K - $300K / year |
| Senior Full-Stack Engineer: Latin America | Full-time | $1.6K - $2.1K / week |
| Software Engineering Expert | Contract | $50 - $150 / hour |
| Generalist Video Annotators | Contract | $45 / hour |
| Generalist Writing Expert | Contract | $45 / hour |
| Editors, Fact Checkers, & Data Quality Reviewers | Contract | $50 - $60 / hour |
| Multilingual Expert | Contract | $54 / hour |
| Mathematics Expert (PhD) | Contract | $60 - $80 / hour |
| Software Engineer - India | Contract | $20 - $45 / hour |
| Physics Expert (PhD) | Contract | $60 - $80 / hour |
| Finance Expert | Contract | $150 / hour |
| Designers | Contract | $50 - $70 / hour |
| Chemistry Expert (PhD) | Contract | $60 - $80 / hour |
How to make your laptop last longer with AI
The Benefits of AI for Laptops
One of the benefits of AI is that it can help to improve the efficiency of your laptop. For example, if you frequently use certain programs or visit certain websites, AI can learn your habits and pre-load these programs or websites so that they’re ready for you when you need them. This can help to save time and improve your productivity. Additionally, AI can also help to optimize your battery life by learning your usage patterns and making adjustments accordingly.
Another benefit of AI is that it can help to protect your laptop from malware and other security threats. This is because AI is constantly learning and evolving, which means that it can quickly identify new security threats as they arise and take steps to protect your laptop from them. Additionally, AI can also help to keep your personal data safe by encrypting it and storing it in a secure location.
The Drawbacks of AI for Laptops
While there are several benefits to using AI on your laptop, there are also some drawbacks that you should be aware of. One of the main drawbacks is that AI requires a lot of processing power, which can drain your battery life quickly. Additionally, if you’re not careful, you may accidentally give away too much personal information to an AI program without realizing it. Finally, there is always the possibility that an AI program could malfunction or become corrupted, which could lead to serious problems for your laptop.
Laptop Longevity Poll: Years until failure – Most common repairs

We never hear about broken or worn out products.
The left chart is time until total failure, left chart are the most common repairs.
Data: polls on r/productfails with 200 – 300 votes. I’m well aware that this data is not representative, but this is a good start to raise awareness about product longevity and repairability.
Tools: Canva
To conclude:
Overall, the advantages of using AI on your laptop outweigh the disadvantages. However, you should still be aware of the potential risks involved before you install any AI programs on your device. If you do decide to use AI on your laptop, be sure to install a reputable program from a trusted source.
Laptop Longevity Poll: What was the most common repairs you needed on your laptop?
Let’s collect some more data about the longevity and repairability of laptops.
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What tips do you have for prolonging the life of a laptop? Any tips and tricks for common repairs?

It will always be the battery. If you’re buying a laptop, make sure it has a replaceable battery OR an easily accessible one that you can remove yourself.
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I have so many laptops with zero issues, including batteries. Never leave a laptop plugged in.
Of all the ones I see here are the common issues:
- Power connectors: charging ports get pushed and pulled by people tripping over the cord or smashing the connector into their knees, the wall, or the floor.
- Hinges for the screen. Grabbing the screen by the corner, over extending, or rough treatment break screens or the small connectors internally that go to them
- Keyboards. The keys can wear and fade, or junk gets inside them and makes the keys inoperable.

Let’s collect some more data about the longevity and repairability of laptops.
What tips do you have for prolonging the life of a laptop? Any tips and tricks for common repairs?
AI Jobs and Career
And before we wrap up today's AI news, I wanted to share an exciting opportunity for those of you looking to advance your careers in the AI space. You know how rapidly the landscape is evolving, and finding the right fit can be a challenge. That's why I'm excited about Mercor – they're a platform specifically designed to connect top-tier AI talent with leading companies. Whether you're a data scientist, machine learning engineer, or something else entirely, Mercor can help you find your next big role. If you're ready to take the next step in your AI career, check them out through my referral link: https://work.mercor.com/?referralCode=82d5f4e3-e1a3-4064-963f-c197bb2c8db1. It's a fantastic resource, and I encourage you to explore the opportunities they have available.
When our laptops start to slow down or show signs of wear, it can be frustrating. The good news is that there are things you can do to prolong the life of your laptop and make it last longer. Below are some tips on how to make your laptop last longer.
- Keep your laptop clean
One of the best ways to prolong the life of your laptop is to keep it clean. Just like any other piece of technology, laptops can accumulate dust and dirt over time. This can cause the fans to work harder and eventually overheat the system. To prevent this from happening, make sure to clean your laptop regularly. You can use a damp cloth or compressed air to remove dust from the keyboard and vents. - Use a cooling pad
Another way to help keep your laptop cool is to use a cooling pad. Cooling pads help dissipate heat away from the laptop, which can prolong its lifespan. Many cooling pads also come with built-in fans, which can further help keep your laptop cool. - Avoid overheating
Overheating is one of the leading causes of laptops shutting down prematurely. To avoid overheating, make sure that you’re not blocking any of the vents on your laptop and that you’re not using it on a soft surface like a bed or couch where it can’t breathe. Additionally, if you’re going to be using your laptop for an extended period of time, consider investing in a stand that will elevate it slightly so that air can circulate more easily. - Update your software regularly
One thing that many people don’t realize is that keeping your software up-to-date can actually help prolong the life of your laptop. That’s because updates often include patches for security vulnerabilities and other bugs that could potentially cause problems down the line. So, if you want to keep your laptop running smoothly, make sure you’re staying up-to-date on all the latest software updates. - Don’t overload your laptop
Another common mistake people make is loading their laptops down with too many programs and files. This can actually put strain on the system and cause it to run slower or even crash. So, if you want to keep your laptop running at its best, only install the programs and files you need and regularly delete anything you don’t use anymore.
While there’s no guaranteed way to make your laptop last forever, following these tips can help prolong its lifespan so you can get the most out of it. Taking care of your laptop is important not only for financial reasons but also for productivity reasons. After all, a well-running laptop can mean the difference between getting work done and falling behind. So if you want to keep your laptop running smoothly for as long as possible, make sure you’re following these tips!
Below are the best laptops in 2022-2023:
How artificial intelligence is changing the laptop landscape
In recent years, we’ve seen a surge in the development of artificial intelligence (AI) and its applications. From smart speakers to self-driving cars, it seems like there’s no limit to what AI can do. But what about laptops? How is AI changing the way we use these essential devices? Let’s take a look.
One of the most significant ways AI is changing laptops is in terms of performance. With traditional laptops, the processor is the biggest determining factor in how well the device will perform. However, with AI-powered laptops, that’s no longer the case. Thanks to their ability to handle complex tasks quickly and efficiently, AI-powered laptops are able to outperform their traditional counterparts when it comes to things like video editing and rendering, 3D modeling, and even gaming.
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Another area where AI is having a major impact on laptops is battery life. One of the biggest complaints about laptops has always been that they need to be plugged in constantly in order to function properly. However, with AI-powered laptops, that’s no longer an issue. Thanks to their efficient use of power, AI-powered laptops can last for hours on end without needing to be plugged in. This means you can finally say goodbye to those pesky low battery warnings!
Finally, AI is also changing the way we interact with our laptops. Thanks to voice recognition software and other advancements, it’s now possible to control your laptop entirely hands-free. This means you can finally get some work done while you’re on the go without having to worry about lugging around a heavy laptop or dealing with tangled wires. All you need is your voice!
As you can see, AI is having a major impact on laptops and how we use them. From improved performance to longer battery life, there’s no doubt that AI-powered laptops are the way of the future. So if you’re in the market for a new laptop, be sure to keep an eye out for one with AI capabilities! You won’t be disappointed.
- Mission Control Wallpaper Not Showingby /u/Nervous-Cry4335 (Apple Macbook) on January 15, 2026 at 11:50 am
When I go to mission control from where I am fullscreen, the wallpaper becomes all black. This happened after I updated to Tahoe 26.2. Does this happen to any of u guys too? submitted by /u/Nervous-Cry4335 [link] [comments]
- Any idea why my M4 Macbook Air is so slow when using ChatGPT?by /u/TakeAPillBoi (Apple Macbook) on January 15, 2026 at 11:31 am
It literally bugs occasionally and ask if I want to close the page because it is not replying any longer. Could it be because of the network? submitted by /u/TakeAPillBoi [link] [comments]
- Cleaning & maintenanceby /u/Vacuum_man1 (Apple Macbook) on January 15, 2026 at 11:26 am
I have a pretty well used macbook pro m4 from two years ago, its pretty good but i want to clean it properly. The screen is ok and I can get surface dust but how do I clean between the keys best? Is it inadvisable to use compressed air? submitted by /u/Vacuum_man1 [link] [comments]
- What options you use for productivity other than ms officeby /u/Soggy-Watercress9304 (Apple Macbook) on January 15, 2026 at 10:51 am
submitted by /u/Soggy-Watercress9304 [link] [comments]
- Idk how it just cracked!!! [M1 MBA]by /u/Lightning_sword4444 (Apple Macbook) on January 15, 2026 at 10:25 am
There must be some dust particle stuck between the hinge, as I closed the lid, I heard a crack sound and saw this.... is the black bezel under the screen glass too? will it affect my screen? What would be the repair cost? submitted by /u/Lightning_sword4444 [link] [comments]
- Is MacBook Air M5 coming?by /u/Far-Process892 (Apple Macbook) on January 15, 2026 at 10:14 am
Hey guys, I was looking to buy a MacBook Air but it is still on M4 and MacBook Pro and iPad Pro are upgraded to M5. Should I be waiting for MacBook Air M5 to launch? Is it expected any time soon? Anybody? Anything? submitted by /u/Far-Process892 [link] [comments]
- Guys if there was any accessory you would want for your macbook pro what would it beby /u/FAZESOHAIL (Apple Macbook) on January 15, 2026 at 9:26 am
Im trying to look for a perfect macbook setup submitted by /u/FAZESOHAIL [link] [comments]
- Airdrop not workingby /u/ThuZ_HD (Apple Macbook) on January 15, 2026 at 7:52 am
I can send Airdrops without any problem, but I don't show up in the list and can't receive anything. I tried disabling Wifi, bluetooth, airdrop on and off, contacts and everyone and rebooted my mac, nothing works submitted by /u/ThuZ_HD [link] [comments]
- ......This is good, right?by /u/pot-chi (Apple Macbook) on January 15, 2026 at 7:09 am
UPDATE: Figured out the problem! It was the USB hub I was using. Charging directly now says that it'll take 2.5 hours to fully charge. This is definitely a new problem because it used to charge normally before this but I also recognise that the hub I use was cheap so I'm not exactly surprised this happened after almost 2 years of use. So I'm aware that Macbooks will study your charging patterns to optimise overall battery life. The past three months, my Macbook is plugged almost all day to my computer because I'm working from home. I'm more conscious about that now so I essentially plug it in before I start working and then remove the plug when I'm done working or know I won't be using it for an extended period. I'm trying not to be concerned too much about preserving the battery of my devices and just using them as intended, but taking 10 hours to fully charge at 52% seems peculiar. Just wanted to know if this is a result of my previous charging habits. Macbook M1 Pro, bought in 2023. Battery health says 'Normal' in Settings. submitted by /u/pot-chi [link] [comments]
- Help needed with memory usageby /u/Money_Shirt_8312 (Apple Macbook) on January 15, 2026 at 7:03 am
Should this much memory be used even with one app only open? I currently only have good chrome on and one tab open, anybody know where there is so much memory being used? submitted by /u/Money_Shirt_8312 [link] [comments]
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i just got my display replaced and after a day of use this happened and i can’t shut the lid now. pls help submitted by /u/olyeo [link] [comments]
- Rapid battery drainage in sleep modeby /u/thejagrukindian (Apple Macbook) on January 15, 2026 at 6:37 am
My macbook air M1 is getting battery drained rapidly in sleep mode. Previously the battery used to last for weeks in sleep mode. Nowadays getting drained to less than 10 % after a couple of days in sleep. OS version : Sequoia 15.6 Upgrades received : Sequoia 15.7.3 / Tahoe 26.2 Should I upgrade to Sequoia 15.7.3 ? I received few more updates like Command Line Tools for Xcode. Should I opt them? submitted by /u/thejagrukindian [link] [comments]
- First MacBook Experience. Loving it already 🔥by /u/D1N4L (Apple Macbook) on January 15, 2026 at 6:26 am
MacBook Air M4 (Sky Blue) submitted by /u/D1N4L [link] [comments]
- Navigating the Tech Landscape: How to Find the Best Laptop Deals in Bangladeshby MAHFUZ ALAM (Laptops on Medium) on January 15, 2026 at 5:56 am
In an era where remote work, digital learning, and freelance careers are becoming the norm, choosing the right computer is no longer a…Continue reading on Medium »
- Hi everyone! I am a previous windows user switching to mac. What tips and tricks do you have for me? Any important settings/things to change?by /u/HumorOwn1059 (Apple Macbook) on January 15, 2026 at 5:19 am
Also, should I download Chrome (I spend most of my time on productivity apps like Gmail, Docs, Drive etc.) And would a third-party mouse (Logitech MX Master 3s) work fine? submitted by /u/HumorOwn1059 [link] [comments]
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Im a nursing student who secured a mbp 2019 15’ for 286$ in pristine condition. I have an Ipad but i cant fully maximize the use of it when it comes to using docs and other microsoft. I usually play games like Roblox but thats the only one that i play. So was it a good decision? submitted by /u/Diligent-Dish-3951 [link] [comments]
- Thinking about the M4 for my wife’s birthday present. Should I wait for the M5 ?by /u/x_LordVader_x (Apple Macbook) on January 15, 2026 at 4:45 am
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- Just treated myself to a MacBook Air M4 with 512GB storage and 24GB RAM - FINALLY !!by /u/vhparekh (Apple Macbook) on January 15, 2026 at 3:27 am
I got my 2025 MacBook Air M4 with 512GB storage with 24GB RAM just today. I used 2015 MacBook Air till today. It has some minor issues but still works well (posting from the same yet). What are some of the things to take care, download apps to derive best productivity and how to utilize it to the max? Look forward to your inputs !! submitted by /u/vhparekh [link] [comments]
- Price check: MacBook Air M1 (2021) 16GB / 512GB w AppleCare — fair?by /u/Born-Magician8981 (Apple Macbook) on January 15, 2026 at 2:43 am
Hi everyone, I’m looking for a price check on my MacBook Air and wanted some honest feedback before finalizing a sale. Details: • MacBook Air 13” M1 (2021), Gold • 16GB RAM • 512GB SSD • AppleCare+ valid until September 2026 • Battery health ~85% • Excellent condition, factory reset I’m located in Ontario, Canada, and currently have it listed at around $750–$780 CAD for local pickup. Does that seem like a fair price in today’s market? Any feedback is appreciated — thanks! submitted by /u/Born-Magician8981 [link] [comments]
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Let me preface this with saying I have never owned a Macbook so I'm a total newbie. Are they good for light gaming and editing software such as PS and Canva? Should I get the 32GB Memory / 512 SSD? How are they with heat dissipation ? submitted by /u/AromaticScallion9186 [link] [comments]
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Can AI predicts the tournament winner and golden booth for the FIFA World Cup Football Soccer 2022 in Qatar?
![Idk how it just cracked!!! [M1 MBA]](https://preview.redd.it/xrpgspq5phdg1.png?width=640&crop=smart&auto=webp&s=bc31dcedfff97cfa7e00a27cc86b5a5a320c2f2c)

























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