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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.
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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.
What tips do you have for prolonging the life of a laptop? Any tips and tricks for common repairs?
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⚽️Comparative Analysis: Top Calgary Amateur Soccer Clubs – Outdoor 2025 Season (Kids' Programs by Age Group)

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.
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:
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.
- 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?
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.
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.
- Buying a macbookby /u/KeyNefariousness1128 (Apple Macbook) on August 16, 2026 at 9:27 pm
Is the macbook neo worth it? or should i check used older models? this is my first macbook, I'm not going to use heavy stuff and i am looking for the best priced option. submitted by /u/KeyNefariousness1128 [link] [comments]
- Does a case really break the hingesby /u/Helpful-Box5586 (Apple Macbook) on August 16, 2026 at 8:11 pm
I’m starting a new job in September so i need to take my macbook with me daily. I would like a hardcase as i dont like taking it out of the sleeve constantly. Many people said it does damage to the hinges over the years. But wont the hinges get loose with time anyway? Does anyone use a hardcase? Did you have any issues? submitted by /u/Helpful-Box5586 [link] [comments]
- What desktop layouts you got?by /u/Trayceopolis32322 (Apple Macbook) on August 16, 2026 at 7:28 pm
Send pictures of your desktop layouts. I need some inspiration for wallpapers, widgets, apps, etc. I just got mine 2 days ago! submitted by /u/Trayceopolis32322 [link] [comments]
- AppleCare+ Issueby /u/EngineeringTop6081 (Apple Macbook) on August 16, 2026 at 7:04 pm
3 Days ago bought MBA and in the store itself bought the AppleCare+ but why is it not showing me the system settings. Not from Applestore, bought from Croma. What should i do now? submitted by /u/EngineeringTop6081 [link] [comments]
- New to me 2020 MacBook Pro Touch Bar i5 16GB ram 1TB SSDby /u/GrassIntelligent7421 (Apple Macbook) on August 16, 2026 at 6:39 pm
bought a USED MacBook Pro Touch Bar thru ebay.. Condition is very good.. some minor scratches only. Additional purchases: MOSISO protective laptop case (mint green) MOSISO laptop sleeve (mint green) ANKER USB hub (mint green) TENMOS M18 mouse (mint green) I read that 2020 was the last intel based CPU and Apple introduced M1 apple CPU... apple also removed the Touch Bar from further MacBook Pro.. submitted by /u/GrassIntelligent7421 [link] [comments]
- How to safely store an old Macbook indefinitely?by /u/Edslittleworld (Apple Macbook) on August 16, 2026 at 6:25 pm
I just bought a new M5 Macbook Pro, but still want to keep my 2015 Macbook Pro. I just replaced it's battery with a non-OEM battery from Amazon and everything works great. Plus, it has the OCLP patcher to allow it to operate on MacOS Sequoia. What precautions do I need if I going to store it for a long time? submitted by /u/Edslittleworld [link] [comments]
- [MacOS] Twist a 'dial' on your trackpad to control volume! - Freeby /u/Dense-Ad6315 (Apple Macbook) on August 16, 2026 at 4:18 pm
https://github.com/Toxic880/TwistPad In short, you can twist two fingers on your trackpad like you're turning a dial to change the volume. Thumb and index works best. Please contact me if you've got any issues or ideas for this @ [Support@traluco.com](mailto:Support@traluco.com) submitted by /u/Dense-Ad6315 [link] [comments]
- M2 Pro or M5 Airby /u/Excellent-Ad10 (Apple Macbook) on August 16, 2026 at 3:43 pm
Hey, a quick one. I’m somewhat undecided between a used Macbook pro M2 pro base and a new macbook air. I kinda settled on Air a few times back but i’m still questioning if i’ll make the right choice. My workflow is centered around multiple safari tabs, word processing and generally light tasks which the air can handle. However, the two are kinda currently priced almost the same(will same about $100 on M2, get a better screen, larger battery, better speakers, extra ports and this has made me question my earlier choice to a point where I can’t proceed with the purchase. Maybe I just need someone to reassure me which deal will be the better option so you lot can help me with that. Thanks submitted by /u/Excellent-Ad10 [link] [comments]
- What mac book should I getby /u/Available_basil5702 (Apple Macbook) on August 16, 2026 at 3:28 pm
I’m trying to buy a Mac book and don’t know if I should buy: The MacBook neo brand new from Apple website Or A MacBook Air from Hoxton Macs. I’m on a budget, so not wanting to spend more than £700 maximum. I want the macbook for editing social media videos, watching Netflix and YouTube, internet browsing, probably low level statistics and stuff for my PhD (no crazy softwares needed). If I got the MacBook Air from Hoxton Macs which M number should I get?? Will some of the older ones die soon?? Literally know nothing about tech pls help. My partner also works at Apple so I get discount, but even with that the M5 Air is too expensive. I’m also thinking of getting Apple care? submitted by /u/Available_basil5702 [link] [comments]
- M1 Pro vs M1 Max for photographyby /u/EmbarrassedEye2590 (Apple Macbook) on August 16, 2026 at 3:20 pm
This will be my first Mac after years of using a Windows laptop. I'm going to buy a used one and want to select between the two. Both are 16". I do mostly photo editing using Adobe LR and will explore some other programs offered for Macs. Both will have 32Gb Ram. I know that photo editing uses mostly single core but is there an edge going with the Max? Will the Max be better for my specific needs? I do not do any video editing. The difference in price is $350. Thanks! submitted by /u/EmbarrassedEye2590 [link] [comments]
- M5 MacBook Pro 14” 16GB/1TB vs M5 MacBook Air 13” 24GB/1TB — Which should I get?by /u/Icy_Driver_3207 (Apple Macbook) on August 16, 2026 at 3:08 pm
I’m an Advertising Arts student and my main work would be Photoshop, Illustrator, After Effects, graphic design, and eventually learning 3D/Blender. I’ll also use it for schoolwork, multitasking, and general everyday use. I’m coming from an Intel i5 laptop with 16GB RAM and integrated Intel Iris Xe graphics, so either one would already be a big upgrade. My main concern is whether I should prioritize: -The Pro’s active cooling, better display, and sustained performance -Or the Air’s extra 8GB of unified memory (24GB vs 16GB) For anyone who has used either of these, especially for Adobe apps, motion graphics, or 3D, which would you recommend and why? Would the 24GB Air actually be the better choice for longevity and multitasking, or is the 16GB Pro a better investment because of the cooling and sustained performance? Also, if you were in my situation, which one would you personally buy? submitted by /u/Icy_Driver_3207 [link] [comments]
- Even a cheap M1 MacBook can run games at 800p.by /u/Jumpy_Invite3985 (Apple Macbook) on August 16, 2026 at 3:05 pm
I saw people playing only The Sims on it, so let me give you some more info. You can play Tomb Raider and Resident Evil games on it too. They should run perfectly fine at 800p on medium settings. Only Resident Evil 4 needs low settings with MetalFX set to Balanced, but the rest of them run pretty decently. I’ve been looking for a portable gaming device, and I wish I had known that MacBooks were good options before buying a laptop with a Ryzen CPU submitted by /u/Jumpy_Invite3985 [link] [comments]
- Torn between Macbook Air 13inch M4 versus Macbook neoby /u/kikisiopai (Apple Macbook) on August 16, 2026 at 3:04 pm
I am new to all of this tech knowledge specifically in laptops I would like to have your opinions or any suggestions. And also my purpose of purchasing this kinds of laptops is that I’m going to study how to video edit and to start video creation. submitted by /u/kikisiopai [link] [comments]
- Is it safe to use macbook pro on charging. Always.by /u/Appropriate-Bad-2430 (Apple Macbook) on August 16, 2026 at 2:56 pm
I have seen several articles that charging cycles degrade the battery capacity and longevity , so i always use the MacBook on charing (when possible). Is it safe or any of you ever noticed any issue with this. https://preview.redd.it/9ulx09cg4rjh1.jpg?width=3024&format=pjpg&auto=webp&s=cb4f11aa62e48e53f76ff23d734fdaea11ad2005 submitted by /u/Appropriate-Bad-2430 [link] [comments]
- Creaking Macbook Air M5 - should I worry?by /u/The_one_with_no_name (Apple Macbook) on August 16, 2026 at 1:28 pm
Newly converted former Windows user here. Am I correct in assuming that this amount of creaking is not normal for a few months old MacBook Air M5 that has been handle with care? The demonstration is a bit exaggerated (I was worried the mic wouldn’t catch the creaking), but it really does creak with most movements... submitted by /u/The_one_with_no_name [link] [comments]
- Which Macbook should I upgrade to from my 2019 Intel MBP?by /u/beyondnormalcy (Apple Macbook) on August 16, 2026 at 12:58 pm
Hey! I’m currently using a 13-inch MacBook Pro from 2019 with an Intel processor. I’ve been having a lot of issues with overheating and the fans going crazy for a while now, as well as some lagging here and there due to the limited RAM. I’m now in my second year of university studying neuroscience and am thinking about upgrading soon, since it’s getting pretty frustrating even though I am managing with it. I’d mainly use the new MacBook for university, coding, video/photo editing and general everyday use. I can also imagine needing to run heavier software for uni in the future. Which model would make the most sense for me? I'm currently leaning towards a Pro but I'm not sure. And should I wait for the new models that might come out in late 2026/early 2027, or is it worth upgrading now? Would love to hear what you guys would recommend! Thanks 🙂 submitted by /u/beyondnormalcy [link] [comments]
- Friend’s MacBook Air screen is basically COOKED but he needs a device ASAP — Chromebook, external monitor, or MacBook Neo?by /u/TruthRaiderr (Apple Macbook) on August 16, 2026 at 12:48 pm
My friend’s MacBook Air (M1 or M2) screen recently got fucked up to the point where the laptop’s screen is almost unusable. The actual computer still works, but the display is fully cooked. The timing is terrible because he also recently lost his job and can’t really afford to buy another MacBook, even used, right now. He’s actively applying for jobs, though, and sometimes has Zoom/Teams video interviews, so he genuinely needs access to a working computer. His first thought was to get a cheap Chromebook. I told him I wouldn’t do that because he’s always used MacBooks, and it seems dumb to spend $200–300 on a computer he probably won’t even want once he’s working again. I suggested getting a cheap external/portable display ($50-$80 max) and using his current MacBook until he gets back on his feet, but he really doesn’t want to deal with an external monitor. He’s bougie and has earned every right to be. The other option he’s considering is the MacBook Neo but he’s super apprehensive about it. The Neo would cost more upfront, obviously, but at least he’d stay in the Apple ecosystem and end up with something he’d presumably keep using instead of replacing the Chromebook later. So if you were in between careers and ballin on a budget but needed a reliable computer for job applications and video interviews, what would you do? -Cheaper Chromebook as a temporary computer -Cheap portable/external monitor + keep using Macbook -Spend more and get the MacBook Neo -Something else entirely Every other post in this sub is about the Neo so I knew this would be the perfect place to get some helpful opinions. I’m especially curious what you’d recommend for someone who has always used MacBooks and is probably going straight back to Mac eventually anyway. Thanks in advanced for helping my friend! submitted by /u/TruthRaiderr [link] [comments]
- Macbook Neo or air for Blender?by /u/Howtoberry101 (Apple Macbook) on August 16, 2026 at 12:15 pm
I am a student that has already gotten her degree in game art. I primarily use blender, sunstance painter and unreal engine if i need to. However, my next study is going in a completely different direction and i need a new laptop for it and i really do not want another windows laptop. I do still want my laptop to be able to do the things that i need to create game art, in case my new course doesnt get me anywhere. My question is, would the Neo suffice for the programmes mentioned above? Or would i have to get the air to support the heavier workload? submitted by /u/Howtoberry101 [link] [comments]
- What are these and how do I remove them?by /u/UsedSelection3228 (Apple Macbook) on August 16, 2026 at 8:25 am
MacBook air M4, I can’t seem to remove these no matter how I try with a soft cloth… Pls help😭🙏 submitted by /u/UsedSelection3228 [link] [comments]
- The original "M" Series MacBook.by /u/Dazzling-Pen8933 (Apple Macbook) on August 16, 2026 at 7:33 am
submitted by /u/Dazzling-Pen8933 [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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