James (@jamescoder12) header
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Al Educator. Helping you to make money with Al, Tech Tools & Digital Skills | Dm / Mail jamescoder12@gmail.com for paid collaboration

Joined April 2025
Photo by James (@jamescoder12)Photo by James (@jamescoder12)Photo by James (@jamescoder12)Photo by James (@jamescoder12)Photo by James (@jamescoder12)Photo by James (@jamescoder12)Photo by James (@jamescoder12)Photo by James (@jamescoder12)Photo by James (@jamescoder12)Photo by James (@jamescoder12)
James retweeted
SpaceX is no longer just a satellite internet company. It’s becoming a phone carrier. In the past 60 days, SpaceX has assembled every piece needed to build the first fully integrated satellite-and-terrestrial mobile network in America: 📡 $17 billion EchoStar spectrum deal 50 MHz of wireless spectrum for next-gen direct-to-phone satellites with 100x the capacity of current Starlink direct-to-cell satellites. 📶 800 MHz nationwide spectrum purchase low-band airwaves from Grain Management that penetrate walls and work indoors. Elon Musk called it “the last critical piece of the spectrum puzzle needed for SpaceX to provide complete phone coverage in America.” 🏗️ Qualcomm partnership SpaceX selected Qualcomm’s Dragonwing chips to power tens of thousands of 5G base stations for a nationwide terrestrial network. Rollout begins 2027. 📱 Boost Mobile acquisition talks SpaceX in active discussions to acquire EchoStar’s Boost Mobile (7.2 million subscribers), giving it an instant customer base and existing tower lease agreements. Satellites in space. Cell towers on the ground. Spectrum in between. Customers on day one. SpaceX isn’t partnering with a carrier anymore. SpaceX IS becoming the carrier. Starlink Mobile the first network where satellites cover the wilderness and cell towers cover the cities, with zero dead zones between them. AT&T. T-Mobile. Verizon. You have a new competitor. And this one launches its own rockets. Here’s the full picture 🧵
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Complex action scenes are a serious test for any video generation model. Kling 4.0 takes on speed, camera movement, and shot-to-shot consistency in a way that makes this racing film worth watching. @Kling_ai
The speed, the space, the money, the risk — racing is one of the hardest things to film. Redline, our latest Kling AI Original, powered by Kling 4.0, takes on all those challenges without compromising on the human part of why people race in the first place. With adrenaline-pumping racing sequences and mesmerizing performances, this could be the most cinematic AI film we have ever seen! Written & Directed by: Stephane Benini (@BeniniStep9801 ) Edited by: Yves Dalbiez (@YvesDalbiez ) Produced by: Rodrigo Orozco Post & VFX by: Bruno Detante (@brunodetante ) Sound Design & Music by: un.studios
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James retweeted
I asked my manager for a raise. He looked me in the eye and said: “To be honest, anyone here could do the work you do.” I replied: “Then there’s no problem with me taking Thursday off, right?” Laughing, he said, “Of course, go ahead and take the day off.” Before leaving work on Wednesday, I left a note on his desk listing three important appointments for Thursday.
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James retweeted
Major landlords are quietly rolling out AI rent software across America that could either modernize apartment pricing or permanently raise the cost of housing for working families. Starting in high-density markets heading into 2027, traditional negotiated rents are being replaced by cloud-connected algorithms. Raise the price of a two-bedroom by 10 percent the week occupancy dips below 95 percent. Hold rents firm during slow months instead of offering free parking or reduced deposits. Coordinate increases across competing buildings so no one undercuts the market. Every price recommendation happens wirelessly in seconds from a central dashboard. No leasing manager has to call competitors or survey the street. RealPage’s YieldStar and AI Revenue Management tools have already been used on millions of units. Large operators fed non-public lease and occupancy data into the system. Courts later approved nearly $360 million in settlements with dozens of landlords. The Department of Justice also restricted how the software can use competitor data. This is not normal market supply and demand. This is algorithmic coordination built directly into the buildings where families sign leases. Last year investigators and former industry employees described how the system works. What they shared changed how many renters look at a lease renewal. “Landlords just turned independent buildings into shared pricing networks. The question is not whether operators will use the software, because they already spent years integrating it. The question is how much extra a family will pay every month simply because the algorithm sees tight occupancy across the whole submarket.” Here is how the rent algorithm actually works, how it uses shared data, and the exact steps you need to check your building and negotiate against it.
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James retweeted
In many US states, bad credit can raise your car insurance more than a DUI. - Insurers in 46 states + DC can price you on credit - Excellent vs. poor credit: about $2,102/year apart on average - Your rate can creep up at renewal while you stay "loyal" - Only 4 states ban it: California, Hawaii, Massachusetts, Michigan Here's how to fight back ↓
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12 Websites That Pay You Daily 💸 1. Arise.com 2. KellyConnect.com 3. Gaggle.net 4. Paidwork.com 5. Toptal.com 6. TranscriptionHub.com 7. Preply.com 8. OmniInteractions.com 9. Rev.com 10. TaskRabbit.com 11. Swagbucks.com 12. NexRep.com 💡 Save this list for later. Your next online income opportunity might be hiding in one of these websites. Follow @AI_creator_Yara for more tips AI, money-making & productivity resources. 🚀
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This is Insane Claude Code can help you cut clips, add animated subtitles, create stunning visuals, and turn long videos into viral Shorts. Here are 10 game-changing prompts. 👇
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James retweeted
You can make over $9000 every month using YouTube. Like and comment "YT" and I will send you the in-depth guide for FREE. You must be following me to receive it. FREE only for 24 hours...
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If you're a small business owner, you know how quickly the cost of producing campaign content can add up. That's why I'm all for tools that help you do more with the same creative resources. Dreamina Marketing Studio helps you get your product visuals and campaign concepts started. Once you have your materials, CapCut PC gives you several ways to build on them. Want to change a detail in a product shot? Use AI Edit to select the area and describe the adjustment. Need a little more footage for your ad? AI Extend can help lengthen the clip. And for talking-head content, CapCut Agent EditPilot lets you select multiple voiceover clips and describe edits like removing filler words, correcting transcript mistakes, or adjusting pauses. Rather than spending more time and resources recreating everything, you can create with Dreamina and refine with CapCut PC. A budget-friendly creative duo for a busy campaign season. Dreamina: tinyurl.com/376c8r3x CapCut PC: tinyurl.com/2v23rn22 #CapCutPC #CapCutDidThat #Dreamina #Smallbusinessmarketing #chatwithcapcutagent
🤝 Paid partnership
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James retweeted
Most people are still wasting hours every day on tasks AI can finish in minutes. These free tools are the ones actually cutting the time for a lot of people in the US right now: → Presentations: Gamma or Tome → Design: Adobe Firefly or Microsoft Designer → Video: CapCut or Descript → Turn long videos into shorts: Opus Clip → Content & writing: Copy.ai or Cohesive → Meetings: Krisp + Tl;dv → Coding: Codeium or CodeWhisperer → Research & answers: ChatGPT or Perplexity Bonus: Oxylabs Web API MCP → github.com/oxylabs/web-api-s… None of them require a paid plan to start. The ones who switched are getting evenings back. The ones who didn’t are still grinding.
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7 SIGNS YOU’RE IN A TOXIC RELATIONSHIP. 1. You constantly feel anxious, confused, or like you’re walking on eggshells around them.
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James retweeted
One request can turn into multiple deliverables without switching between different AI tools. That's what I like about KOOKO, Baidu's all-in-one AI workspace, which just unveiled significant upgrades. It brings together research, content creation, editing, and app development in one place. In one demo, KOOKO takes a stock market research request and turns it into much more than a written response. It produces a detailed financial research report, organizes portfolio data into an Excel spreadsheet with charts, and builds an interactive dashboard to make the results easier to explore. All from the same research request, without having to create each deliverable separately. And that's just one example. Here's what else KOOKO can do: 👇 • Content Creation: Create documents, spreadsheets, presentations, websites, videos, code, and marketing materials. • App Building: Build and edit websites and lightweight apps through natural language conversations, with reusable templates, real-time previews, and publishing capabilities. • Personalized Workflows: KOOKO can remember your preferences and project context to make future tasks easier. Try it yourself and let me know what you think: kooko.ai/
🤝 Paid partnership
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James retweeted
You finally finished this week's content, only to realize next week's visuals are still waiting. The creative cycle never ends. A little help is on the way: purchase or upgrade to CapCut Web Ultra between Nov 12-18 and enjoy 7 days of unlimited image generation on select models. Use the extra creative room to build up visual assets, explore new content themes, and prepare different image concepts for upcoming projects. Future you might appreciate having a few more creative options ready. capcut.com/my-edit?utm_mediu… #CapCutWeb #AIImage #CapCutWebDesignStudio
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James retweeted
Elon Musk just revealed something that reframes the entire Starlink project. On November 10, 2026, Musk posted on X: “Turns out that the Starlink software, built for managing the movement of vast amounts of data through space and to the ground, is also very well suited to training super intelligence.” 1.3 million views. And a statement that connects two things most people never imagined were related: a satellite internet constellation and the race to build superintelligent AI. Starlink wasn’t built to train AI. It was built to deliver internet from 10,000+ satellites orbiting 340 miles above Earth routing terabytes of data across laser-linked satellites, down to ground stations, and into homes. But the software that manages that data movement coordinating thousands of satellites simultaneously, routing information across a mesh network in real time, optimizing data flow at planetary scale turns out to solve the same engineering problems that training the world’s most powerful AI requires. This isn’t a theory. The Starlink software team already wrote the pre-training stack for Grok SpaceX’s AI model. In C and C++. By hand. Not AI-generated. What Musk called “probably best in industry.” The satellite internet company accidentally built the infrastructure for superintelligence. Here’s how the software that routes your Netflix from space became the foundation for training the most powerful AI on Earth 🧵
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James retweeted
A man in Southern California is buying Costco’s $1.50 hot dog combo and reselling it for $18. That’s an 1,100% markup. On a hot dog. From a food court. His name is Jack Chen. His delivery startup is called No Tip. The business model is simple: you order a Costco food court meal through his app. Someone walks into Costco, stands in line, buys it with their membership, walks out, and delivers it to your door. The famous $1.50 hot dog and drink combo? $18 delivered. Chicken tenders? Marked up. Pepperoni pizza? Marked up. Cookies? Marked up. Every item on the Costco food court menu a menu that has been a symbol of unbeatable value for 40+ years is being resold at 5-12x the in-store price. Customers are furious. The internet is losing its mind. Costco hasn’t responded. And the wildest part? People are paying it. Chen told SFGate his customers are mostly offices ordering lunch on company expense accounts. “It’s the company’s money,” he said. The $1.50 hot dog combo unchanged since 1984, defended by a CEO who once said “if you raise the effing hot dog, I will kill you” is now an $18 delivery item on an app that turns Costco’s biggest loss leader into someone else’s profit margin. Here’s the full story and why a hot dog that’s survived 40 years of inflation just met the gig economy 🧵
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James retweeted
Memory file vs fine-tuning, for an agent that’s supposed to get better at your work. Two very different approaches, and they almost never get compared on the same tasks.
🤝 Paid partnership
OpenClaw, Hermes Agent and Prime Agent don't meaningfully learn from experience. On Continual-ARC, our new benchmark at @letsunifyai, none of them were able to memorize anything of value and none were able to generalize to new tasks. Training a small 9B model's weights did both.
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Two questions worth asking before paying for an AI agent. Does it get faster at work it has already done? Can you see what it saved about you?
🤝 Paid partnership
OpenClaw, Hermes Agent and Prime Agent don't meaningfully learn from experience. On Continual-ARC, our new benchmark at @letsunifyai, none of them were able to memorize anything of value and none were able to generalize to new tasks. Training a small 9B model's weights did both.
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James retweeted
Still getting my head around continual learning. As far as I can tell, an agent can improve by keeping notes or by changing the model itself, and I'm curious which one wins out.
🤝 Paid partnership
OpenClaw, Hermes Agent and Prime Agent don't meaningfully learn from experience. On Continual-ARC, our new benchmark at @letsunifyai, none of them were able to memorize anything of value and none were able to generalize to new tasks. Training a small 9B model's weights did both.
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Picture a new hire who solves a tricky support ticket one week, then gets the same ticket the next and starts from scratch. A lot of AI agents still work like that, and it's worth knowing before you deploy one.
🤝 Paid partnership
OpenClaw, Hermes Agent and Prime Agent don't meaningfully learn from experience. On Continual-ARC, our new benchmark at @letsunifyai, none of them were able to memorize anything of value and none were able to generalize to new tasks. Training a small 9B model's weights did both.
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James retweeted
YouTube just won one of the biggest power battles in music and most people didn’t even know it was happening. In January 2026, YouTube did something unprecedented: it pulled its streaming data from the Billboard charts. Every music video view, every audio stream, every play on the world’s largest music platform removed from the charts that determine who has the #1 song in America. YouTube’s absence meant that billions of streams simply didn’t count. Artists who dominated on YouTube saw their chart positions collapse overnight. The platform where 2+ billion monthly users discover and consume music was invisible to the ranking system that defines commercial success in the music industry. Today November 9, 2026 YouTube’s global head of music Lyor Cohen announced the return. YouTube streams will once again count toward the Billboard Hot 100, the Billboard 200, and every other major chart starting January 2027. But YouTube didn’t just come back. YouTube came back on different terms. Billboard changed its methodology to give ad-supported streams the kind YouTube generates significantly more weight than before. The ratio of paid-to-ad-supported streams narrowed from 1:2.5 to 1:1.5. YouTube didn’t just rejoin the charts. YouTube forced the charts to change how they measure music. The platform that walked away got what it wanted. The charts that stayed bent to accommodate the return. Here’s what happened, who wins, who loses, and why this reshapes the entire music industry in 2027 🧵
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