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AI Jobs and Career
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- 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.
- Best Laptop for Civil Engineering Students 2026by Alfaosere (Laptops on Medium) on May 14, 2026 at 2:38 pm
Stop GuessingContinue reading on Medium »
- Is this normal?by /u/Commercial-Dare3506 (Apple Macbook) on May 14, 2026 at 12:31 pm
submitted by /u/Commercial-Dare3506 [link] [comments]
- Anyone go from 16” M1 Max to an M5 Air?by /u/AardvarkIll6079 (Apple Macbook) on May 14, 2026 at 12:14 pm
Have an M1 Max 32GB/1TB from day one. Didn’t need the power, but it was bought for me so I wasn’t going to say no. Some things are starting to break or work funny on it, so I’m looking at an upgrade. I was going to go 16” M5 Pro 24GB/1TB but started thinking maybe a 15” 32GB/1TB M5 Air might work. For my daily workflow it shouldn’t be an issue. Like I said, I know I don’t need a Max. My biggest question is the screen quality. Am I going to hate it? I read it’s quite the downgrade. I don’t have an Apple Store nearby to check and I don’t really go in the direction of Best Buy often. Looking for some real world experience going from one to the other. Anything performance wise you noticed taking a hit too? submitted by /u/AardvarkIll6079 [link] [comments]
- Disappointed with the Tech21by /u/Accurate-Ad458 (Apple Macbook) on May 14, 2026 at 10:51 am
I bought the Tech21 EvoShell - Apple MacBook Air 13-inch recently and honestly I’m pretty disappointed with the quality so far. The biggest issue is the glossy plastic finish. It scratches extremely easily. After only a short time of normal use, the surface already looks worn out and covered in marks. It’s the kind of wear you’d expect after a year, not a couple of weeks. Another problem is the fit. The case already started to loosen and slightly expand around the edges, so it doesn’t feel tight or premium anymore. For a product that’s marketed as protective and high quality, this feels really cheap. I specifically bought this case because Tech21 claims good durability and premium protection, but in reality the materials feel low quality and age badly very quickly. Has anyone else had the same experience with the EvoShell series? Or did I just get a bad unit? submitted by /u/Accurate-Ad458 [link] [comments]
- Is the MacBook Air M5 really THAT good?by /u/False_Security8644 (Apple Macbook) on May 14, 2026 at 9:36 am
Thinking of switching from windows to a MacBook Air M5 for college/work. I use browsers, VMs sometimes, whatsapp, media, and want something lightweight with good battery. anyone here switched and didn’t regret it? submitted by /u/False_Security8644 [link] [comments]
- Start Screen mirror to a sleeping MacBookby /u/toppmann48 (Apple Macbook) on May 14, 2026 at 8:30 am
Is that possible? I want to start screen mirror from my iPhone to my MacBook while it’s in sleep mode. Just as I can do to my Apple TV. So I don’t have to manually turn it on before it becomes accessible for screen mirroring. I set the battery option ”Awake for network” to always but seems to have made no difference. And I can’t seem to find any other possible settings to fix this with. Any ideas if it’s even possible? submitted by /u/toppmann48 [link] [comments]
- Glitchy touchbarby /u/Smart_Yogurtcloset36 (Apple Macbook) on May 14, 2026 at 8:13 am
Is this normal behavior for the M1 Pro touchbar? It didn't fall and I didn't spill anything on it. submitted by /u/Smart_Yogurtcloset36 [link] [comments]
- Experiences removing screen protector and case from MacBook Air M4 – is it worth it?by /u/Few-Speed-288 (Apple Macbook) on May 14, 2026 at 6:28 am
I'm planning to buy a used 512GB MacBook Air M4. The thing is, it has an anti-glare screen protector and a protective case on the bottom. Since I keep reading that it's bad to have a screen protector and case on, I was wondering if they're difficult to remove and if removing them would damage the hinges or the screen? Just so you know, the MacBook only has six charge cycles. submitted by /u/Few-Speed-288 [link] [comments]
- 2019 MacBook gone darkby /u/Sureshot9 (Apple Macbook) on May 14, 2026 at 6:09 am
The screen started looking funky and it just shut down randomly. Now it stalls on startup as image shows. Is it salvageable? I’ve tried everything it won’t go to login. Do I gotta hit the Genius Bar? submitted by /u/Sureshot9 [link] [comments]
- MacBook Air M5, Buy or not buy?by /u/Odd-Birthday7695 (Apple Macbook) on May 14, 2026 at 6:05 am
Hey guys, Currently I am using a MacBook Pro 2019, Intel i5 8th gen. It heats up a lot in my daily use. My daily use consists of using 5 6 tabs on Chrome(now shifted to Safari), using preview, MS Word and YouTube, simultaneously. And sometimes I play music while doing the above. I was thinking of upgrading to the MacBook Air M5, however I am a bit worried as it is a fanless machine. Will it get hot while do the above tasks? Should I upgrade? submitted by /u/Odd-Birthday7695 [link] [comments]
- I am dumb and I broke the screen on my 2024 Mac Book Pro. I have some options I want to run by those in the KNOWby /u/exploradorobservador (Apple Macbook) on May 14, 2026 at 5:04 am
I'm in Los Angeles Apple Store is quoting me $750 I have not called other shops but there is another that quoted me $620. They have a ton of reviews for working on macs but they are not an apple authorized service provider. Any recs in Los Angeles area or advice for getting the cost down while getting the right repair done? submitted by /u/exploradorobservador [link] [comments]
- Just bought a new MBPby /u/TheLearningCoder (Apple Macbook) on May 14, 2026 at 4:52 am
Just picked up a used MacBook Pro 16” M2 Max for $1,500 on eBay. Is this a good deal? SPECS: Apple M2 Max 12-core CPU (8 performance + 4 efficiency) 38-core GPU 32GB unified memory 1TB SSD WHAT I CHECKED SO FAR: Cosmetics : It seems perfect, I can’t find a dent or scratch on the body or screen Performance test: CPU SINGLE CORE benchmark : 2858 CPU MULTI CORE benchmark : 15320 GPU benchmark : 90393 Battery Health : 102 cycles with 96% capacity Pixel screen test: no dead pixels or any pixel issues Ports: don’t have anything to test them with beside my phone charger since this didn’t come with a MacBook charger Keyboard & trackpad: works good Speakers : very little crackle noise Microphone + camera : Works good Is there anything else I should check before my return window closes? Also open to any tips or things to know as someone coming from Windows haha so far I notice it feels a bit confusing and some shortcut keys I see don’t work as it did on Windows 😔 My most demanding tasks will be some 4k editing and 3D indie game development with UNITY so If anyone has experience with that I would appreciate your input on how well this machine I have holds up, but anyways thank you for your time reading this! submitted by /u/TheLearningCoder [link] [comments]
- Painting Macbook Caseby /u/Short-Dragonfly5058 (Apple Macbook) on May 14, 2026 at 4:19 am
Is it okay for me to paint the hardcase of my macbook air? It will be with acrylic paint paint markers and sealant, and only part of the case. I will need this macbook for school. Thank you! submitted by /u/Short-Dragonfly5058 [link] [comments]
- Can't decide between Macbook Air M5 and Macbook Neo🫠by /u/AdOrdinary9482 (Apple Macbook) on May 14, 2026 at 4:13 am
Prices: Air M5- 103k Neo- 62k After deducting 18% GST, the price difference is 35k. I got the budget for both but somehow I feel that getting the M5 is making me overly stretch my budget, I want to keep my laptop for around 4-6 years and my only concern with neo in this case is that 8 GB RAM won't be sufficient to last me for 4-6 years. My work: 90% office white collar work (emails, PDFs, Excel sheets and 10 chrome tabs) 5% viewing 3DM and STL files (only viewing and no editing) 5% leisure My last post was deleted by reddit so posting it again. submitted by /u/AdOrdinary9482 [link] [comments]
- Neo vs Adobe - Graphic Design Studentby /u/neggel (Apple Macbook) on May 14, 2026 at 3:15 am
My friend plans to begin a minor in Graphic Design in her upcoming semester. Their only option for a laptop is a crappy hand-me-down windows they insist will be strong enough. I wanted to surprise them with a Neo. I’ve seen reviews of it handling Adobe products well, but just wanted more thoughts. I know 8 GB Ram is limiting, and me and her both don’t know the kind of work she’ll have as an upcoming student, so maybe shooting for a 16GB windows machine is better? submitted by /u/neggel [link] [comments]
- Dell vs HP vs Lenovo in 2026: Which Laptop Brand Actually Wins?by Elitestyletech (Laptops on Medium) on May 14, 2026 at 2:16 am
A side-by-side evaluation of build quality, longevity, and overall value.Continue reading on Medium »
- Thoughts on priceby /u/TacoStripp (Apple Macbook) on May 14, 2026 at 12:11 am
Found one for $1060 at my Best Buy any reason to go with a M5 over this M4 submitted by /u/TacoStripp [link] [comments]
- Macbook Air M5by /u/Bolt323 (Apple Macbook) on May 13, 2026 at 11:24 pm
Just came in the mail! Picked up a MB Neo for my wife as well she loves it😁 submitted by /u/Bolt323 [link] [comments]
- New MacBook arrived with slight bendby /u/martinm4nhunter (Apple Macbook) on May 13, 2026 at 10:26 pm
Like the title says, I finally upgraded to a MacBook M5 from my old HP. I purchased it from Best Buy and they had to ship it since they did not have it in stock, but when I removed it from the box, I noticed a dent on top. It was packaged well with no signs of shipping damage so I’m going to assume this is a factory defect. I was a little disappointed, but didn’t think cosmetic damage was a big enough deal to try and get it swapped out. After inspecting further, I noticed the top half of the unit actually had a slight bend. I’m on the fence as to whether or not I should attempt to swap it out with classes coming up in a couple of weeks. Does anyone know if damage this slight has any unforeseen risks down the road? TIA Edit: Thanks for the advice guys. I posted pictures of the packaging and receipt below for those who were concerned I was rage-baiting. My current laptop is over a decade old and keeps freezing up with the respondus software my school utilizes which is why I was trying to make sure I have something that works before the end of the month. The nearest Best Buy is an hour and a half away and I guess I was just looking for someone to tell me I was overreacting so I didn’t have to make a special trip this weekend to make the return not knowing when I would get a replacement. I didn’t factor in the damage potentially voiding a future warranty claim so I’ll make sure to get this taken care of this weekend. submitted by /u/martinm4nhunter [link] [comments]
- Macbook collectionby /u/law_is_law (Apple Macbook) on May 13, 2026 at 7:43 pm
Does the ipad count or no, i say no submitted by /u/law_is_law [link] [comments]
Smartphone 101 – Pick a smartphone for me – android or iOS – Apple iPhone or Samsung Galaxy or Huawei or Xaomi or Google Pixel
Can AI predicts the tournament winner and golden booth for the FIFA World Cup Football Soccer 2022 in Qatar?






































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