Charles Roman (@pumpkherm) header
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AI is moving fast—I make it simple for you and your businesses. Daily drops: Ai Tools & Tech AIRAA-891362 Collabs → DM or 📩 [email protected]

Joined March 2026
Photo by Charles Roman (@pumpkherm)Photo by Charles Roman (@pumpkherm)Photo by Charles Roman (@pumpkherm)Photo by Charles Roman (@pumpkherm)Photo by Charles Roman (@pumpkherm)Photo by Charles Roman (@pumpkherm)Photo by Charles Roman (@pumpkherm)Photo by Charles Roman (@pumpkherm)Photo by Charles Roman (@pumpkherm)Photo by Charles Roman (@pumpkherm)
Boss: “You're 10 minutes late.” Employee: “I stayed an hour late yesterday to finish your ‘urgent’ job.” Boss: “That's appreciated... but rules are rules.” Employee: “Understood.” The next day ⬇️
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Charles Roman retweeted
AI is getting WILD! 🤯✨ Imagine creating Disney-style animated videos with just a few prompts. What once required huge studios, teams, and budgets can now be explored with AI. The future of animation is here! 🎬🚀 Are we ready for this new era? 👀
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Charles Roman retweeted
Start with the actual numbers. Not the narrative. SpaceX reported approximately $14.6 billion in revenue in Q3 2026 alone. Here's where that money came from: - $7.56 billion — AI / Super Intelligence - $5.2 billion — Connectivity, including Starlink - $1.8 billion — Space operations Now look at the government revenue share. 📉 Q3 2025: 23.9% 📉 Q3 2026: 16.6% And on November 6, Elon Musk stated that government revenue would account for less than 10% of SpaceX's revenue this quarter, falling below 5% within a year. Think about what this means. For years, one of the most repeated arguments against SpaceX has been that it's simply a company surviving on NASA and American taxpayer money. But the financial picture is becoming considerably more complicated. SpaceX is growing its commercial connectivity business, expanding its AI infrastructure and diversifying its customer base. And here's an important distinction: NASA is not the entire US government. Government revenue includes multiple federal agencies and contracts. So comparing all government revenue with NASA's budget alone is misleading. Also, a declining government revenue percentage doesn't necessarily mean government payments are falling in absolute dollars. It can also mean other business segments are growing much faster. The bigger picture? SpaceX is no longer just a rocket-launch company. It's becoming a major player in satellite connectivity, artificial intelligence and space infrastructure. You can criticize Elon Musk. You can question his business decisions. You can debate government contracts. But you cannot ignore the financial numbers simply because they don't fit your preferred narrative. Facts first. Narratives second. #SpaceX #Starlink #NASA #ElonMusk #SpaceIndustry #Technology #Business
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One thing I enjoy about this space is having new tools to experiment with every week. Qoder is Alibaba's coding agent, and the company behind Qwen just launched a new stealth model called Qoduck. Adding this to my list to test. It's free for a limited time: qoder.com/
A stealth model just landed on Qoder. Meet Qoduck. Don't ask where it came from. Free every day for all individual users. Limited-time.
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Charles Roman retweeted
“SpaceX is nothing more than a government contractor surviving on NASA’s money.” You've probably heard this argument countless times - on X, Reddit, in news reports, and across political discussions. The accusation is familiar: SpaceX owes its existence to taxpayers. Elon Musk built his space empire on government funding. Without NASA, the company would have never made it this far. But the numbers Musk shared on November 6, 2026, tell a rather different story. According to Musk, government contracts will account for less than 10% of SpaceX's total revenue this quarter — and that figure is expected to fall below 5% within the next year. NASA alone reportedly contributes around 5%. Then came the statement that puts the entire debate into perspective: “SpaceX revenue this quarter alone will be substantially higher than NASA’s entire annual budget.” Think about that for a moment. A single quarter of revenue from a private space company could exceed the entire annual budget of the government agency often portrayed as its financial lifeline. The same company frequently described as being dependent on NASA is now claiming to generate more revenue in roughly 90 days than NASA receives in an entire year. So, what exactly is the relationship here? Is SpaceX the greatest return on public investment in modern space history? Or have critics misunderstood the distinction between government funding, commercial contracts, and private-sector innovation? One thing is certain: the conversation deserves more than recycled talking points. Let's look beyond the headlines, examine the numbers, understand the NASA–SpaceX relationship, and explore why the narrative of a company entirely dependent on government money continues to persist. 🧵
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The answer depends on your workflow. You could use your credits to test different prompts, explore visual concepts, or generate alternate versions of a video. With Seedance, the model and settings you choose affect credit usage, so checking the actual generation cost is the best way to estimate your output. #DreaminaPartner #DreaminaOnly29Cents
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Dreamina is the creative platform, while Seedance is one of the AI video models available through it. Both sit within ByteDance’s broader creative ecosystem. The $0.29 introductory price makes trying the platform more accessible, but the exact financial reasoning behind the offer isn’t something we can confirm from public pricing alone. dreamina.capcut.com/pricing/… #Dreamina #Seedance
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Black Friday marketing moves fast. One day you're planning a campaign, the next you're trying to get product ads ready for every promotion. The challenge isn't just coming up with ideas — it's getting the videos finished. That's where Dreamina and CapCut PC make a great team. Start by generating product visuals in the new Dreamina Marketing Studio, then use CapCut PC to turn those materials into polished marketing ads. There are three useful ways to take the footage further: AI Edit: Adjust product colors to explore different looks and make the visuals fit your campaign. AI Extend: Add more footage when a shot needs to be longer or the scene needs more room. EditPilot: Add captions, music, and Black Friday templates to give the video its promotional feel. Each tool handles a different part of the editing process, so you can spend less time rebuilding content and more time getting your Black Friday campaign ready. That's a pretty smart partnership when you have a lot to create and a budget to watch. Dreamina: bit.ly/4k0KTGe CapCut PC: tinyurl.com/2v23rn22 #CapCutPC #CapCutDidThat #Dreamina #Smallbusinessmarketing
🤝 Paid partnership
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Charles Roman retweeted
Drop 3/15: Introducing the Speech Recognition Benchmark on @voicearena_ai. One benchmark for every use case of speech recognition, in every language. Tested on real conversations. Dataset 1 is live: the Monsoon Conversational ASR Test Set, two-person conversations in 5 languages. Leaderboard and public test sets at Voice Arena.
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One AI model. Multiple specialized agents. Complete deliverables. Ling-3.2-flash can turn raw financial data into reports, presentations, and videos, while also handling 3D modeling, frontend design, and complex document analysis. The interesting part isn't just what it understands. It's what it can actually execute.
Introducing Ling-3.2-flash, Ant Ling's native multimodal model: 560B total / 25B active parameters. Stronger complex visual understanding, long-horizon multimodal agents, 3D understanding & interaction, and medical intelligence. Outscores Opus 5 (max) in release evaluations: - OmniDocBench1.5: 92.21 vs 90.56 - ZEROBench(Sub): 43.71 vs 39.52 - Vision2Web: 85.86 vs 80.20
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Charles Roman retweeted
What if your devices, apps and agents knew what you wanted? You finish breakfast, and your Uber is booked. Running late, your agent sends a “Running late” text. You reach home, and your lights turn on. AI is proactive now. But it still needs your yes. It waits, for you to unlock your phone, open an app and tap approve. Every time, hundreds of times a day. AI needs its own interface. Aina is a ring with a screen that predicts and shows you the three things you’ll need next. One flick of your thumb, and it’s done. For everything. ✦ Cues: proactive suggestions, ready before you need them ✦ Voice: talk to your agents, take notes, dictate ✦ Remote: control your music, Mac and TV ✦ Calls: right from your hand Pre-orders open now aina.com
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Charles Roman retweeted
Client wants the same car, different color. that's the kind of note I'm putting through Viggle Remake now, since I could never justify a whole reshoot for what's basically a paint job
Introducing Viggle Remake. The most powerful video transformation agent. And we’re releasing the weights today. → recast every character in a scene, and they stay consistent across cuts → swap objects, change the background, restyle or add VFX → up to 2 minutes → keep chatting to fix any shot until it’s right From $0.96 per 10 seconds at 720p, less than half of what Higgsfield Genjutsu charges. Try it now: viggle.ai/meme/app/home?ui=v… Open weights: huggingface.co/Viggle/Viggle…
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Fastest at turning a task into a working app, and the test is already public. That combination is hard to sit on.
Today we’re introducing Aether @aetherruntime. The fastest cloud coding agents in the world that you can use with your existing subscription Give it a task and just 20 seconds later your build is running on its own cloud machine. You can pick up from your phone, watch every line, and step in whenever you want as if it was local. Close the laptop. It keeps going. It runs Claude Code or Codex on the Claude or ChatGPT plan you already pay for so there’s not a 2nd AI bill. You only pay for the machine. When it’s done, if code review is enabled, a reviewer agent runs the code with the changes, which catches classes of bugs that can't be found from static analysis. Before building Aether I built infra at Apple, Uber, and HeyGen. I built Aether because the cloud agents I tried before all had drawbacks, and I couldn't imagine building something without it now. It’s free to start. runaether.dev
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Charles Roman retweeted
Our OSS skills just got a huge refresh update HyperFrames skills to unlock /reverse-any-video and the top generative models with Pro sign in and get access to 10,000+ music tracks, sound effects, 75,000+ stock images and tts for free npx hyperframes skills update
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Most think vibecoding at scale is slop. Here’s a counterexample. Today we release a 16M-line formalization of the entire Stacks Project, critical infra underlying modern math, with optimized code quality and its highly interconnected structure preserved. A mathematical city 🌆
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Imagine walking into a café with a keyboard, only to find everyone suddenly rushing to grab the same product. 😂 That's the kind of dramatic Black Friday ad that makes people stop scrolling. But getting the footage is only the beginning. In CapCut PC, I can use Multi-Track Editing to organize the main scenes, product close-ups, captions, and music on separate tracks. Then I can fine-tune the timing and transitions to make the product rush feel even more dramatic. tinyurl.com/2v23rn22 #capcutpc #capcutmarketing #capcutblackfriday #CapCutDidThat
🤝 Paid partnership
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Client wants the same car, different color. that's the kind of note I'm putting through Viggle Remake now, since I could never justify a whole reshoot for what's basically a paint job
Introducing Viggle Remake. The most powerful video transformation agent. And we’re releasing the weights today. → recast every character in a scene, and they stay consistent across cuts → swap objects, change the background, restyle or add VFX → up to 2 minutes → keep chatting to fix any shot until it’s right From $0.96 per 10 seconds at 720p, less than half of what Higgsfield Genjutsu charges. Try it now: viggle.ai/meme/app/home?ui=v… Open weights: huggingface.co/Viggle/Viggle…
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Charles Roman retweeted
Introducing Viggle Remake. The most powerful video transformation agent. And we’re releasing the weights today. → recast every character in a scene, and they stay consistent across cuts → swap objects, change the background, restyle or add VFX → up to 2 minutes → keep chatting to fix any shot until it’s right From $0.96 per 10 seconds at 720p, less than half of what Higgsfield Genjutsu charges. Try it now: viggle.ai/meme/app/home?ui=v… Open weights: huggingface.co/Viggle/Viggle…
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SenseNova 6.8 Flash doing SVG animation is underrated. The 20 second turntable demo assembles platter, tonearm and stylus in sequence and stays structurally consistent throughout. Scalable, editable vectors. Animate yours: platform.sensenova.cn/en/doc…
𝗦𝗲𝗻𝘀𝗲𝗡𝗼𝘃𝗮 𝟲.𝟴 𝗙𝗹𝗮𝘀𝗵 𝗶𝘀 𝗵𝗲𝗿𝗲! 𝗥𝗲𝗹𝗶𝗮𝗯𝗹𝗲 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀. 𝗕𝗲𝗮𝘂𝘁𝗶𝗳𝘂𝗹 𝗗𝗲𝘀𝗶𝗴𝗻. 🧠 𝗢𝗳𝗳𝗶𝗰𝗲 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲: 𝗟𝗼𝗻𝗴-𝘁𝗲𝗿𝗺 𝗺𝗲𝗺𝗼𝗿𝘆 & 𝗽𝗿𝗼𝗮𝗰𝘁𝗶𝘃𝗲 𝗶𝗻𝘁𝗲𝗿𝗮𝗰𝘁𝗶𝗼𝗻 𝘁hat remember your needs and keep tasks moving. 🎨 𝗗𝘆𝗻𝗮𝗺𝗶𝗰 𝗗𝗲𝘀𝗶𝗴𝗻: Animated PPTs, motion posters, interactive websites & editable Blender 3D projects. Beyond content generation — getting things done and delivering polished, ready-to-use results. 𝗧𝗿𝘆 𝗶𝘁 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 𝗼𝗻 𝗦𝗲𝗻𝘀𝗲𝗡𝗼𝘃𝗮 𝗧𝗼𝗸𝗲𝗻 𝗣𝗹𝗮𝗻! 𝗚𝗲𝘁 𝟭,𝟱𝟬𝟬 𝗙𝗥𝗘𝗘 𝗔𝗣𝗜 𝗿𝗲𝗾𝘂𝗲𝘀𝘁𝘀 𝗲𝘃𝗲𝗿𝘆 𝟱 𝗵𝗼𝘂𝗿𝘀. 🔑 Get your API key: platform.sensenova.ai 🤖 Model ID: SenseNova 6.8 Flash 👾Discord: discord.com/invite/BuTXPHmQu…
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Charles Roman retweeted
I somehow put a jump scare in a perfectly normal UGC product ad. The AI presenter starts talking and the music barges in at full volume. My fix in CapCut PC starts with Fade In on the music clip, with its level kept below the speech. Then I describe the hiss in the narration to Edit Pilot and apply Reduce Noise and Enhance Voice. While I'm there, I ask for a local AI Edit to clear an object near the product. I replay the opening with everything on. Much easier on the ears. Give your opening a listen with headphones before calling it finished. Try now: tinyurl.com/2v23rn22 #capcutpc #capcutmarketing #capcutblackfriday #CapCutDidThat
🤝 Paid partnership
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An AI-generated TikTok influencer has reportedly hit 250K+ followers and is pulling in over $60K every month. 💰 Millions of views. Endless engagement. Brands competing for attention. But there's one detail that makes this crazy... She's completely AI-generated. 👀 No real person behind the face. Just AI, smart content strategies, and automation. Here's how the whole thing works: ⚡ Generate a realistic AI influencer identity 🎬 Create scroll-stopping videos and viral content 📈 Use proven TikTok and Reels growth strategies 🤖 Automate content production and publishing 💸 Turn attention into multiple revenue streams And guess what? You don't need to be an influencer. You don't need to appear on camera. You don't even need advanced technical skills. You can build a virtual creator from scratch. Want to learn how? 👇 Here's the deal: ❤️ Like this post 🔁 Repost to share 💬 Comment "Ai girl" 👥 Follow @pumpkherm 📩 I'll share a FREE step-by-step guide to getting started. No paid course. No upsells. Just the guide. 🚀 AI influencers are becoming a serious digital business opportunity in 2026. Don't ignore the trend.
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