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$0.003/sec changes the economics of running real-time AI video. I’ve been testing Vivix W1, and that number is hard to ignore. The comparison shows visual quality on par with the models alongside W1. About a second of generation time per second of footage, too. But W1 isn’t just another video generator. It’s built for real-time interactive video, where the model keeps generating as the experience moves forward. Every second of that experience adds to the generation bill. At $0.003/sec, you can actually start thinking about a story that keeps going as viewers make choices. Vivix.AI already supports real-time generation through the API. The browser playground currently uses offline generation, with real-time browser tools coming soon. Continuous video is one thing. Giving viewers meaningful control is another. If I change my mind halfway through a story, how much can it actually change with me? That’s the interesting challenge. The next plot twist could be yours 👇

$0.003/sec changes the economics of running real-time AI video. I’ve been testing Vivix W1, and that number is hard to ignore. The comparison shows visual quality on par with the models alongside W1. About a second of generation time per second of footage, too. But W1 isn’t just another video generator. It’s built for real-time interactive video, where the model keeps generating as the experience moves forward. Every second of that experience adds to the generation bill. At $0.003/sec, you can actually start thinking about a story that keeps going as viewers make choices. Vivix.AI already supports real-time generation through the API. The browser playground currently uses offline generation, with real-time browser tools coming soon. Continuous video is one thing. Giving viewers meaningful control is another. If I change my mind halfway through a story, how much can it actually change with me? That’s the interesting challenge. The next plot twist could be yours 👇

33,578 görüntüleme

For anyone who works from references a lot, Dreamina Canvas quietly added something pretty useful. Extract Motion takes a video and pulls out the character motion and spatial depth, so you can use the movement as a foundation without recreating the original scene. Simple idea. Very practical. With a full month of Dreamina Basic for $1.5 — up to 90% off, till Oct 9. #Dreamina #DreaminaPartner

For anyone who works from references a lot, Dreamina Canvas quietly added something pretty useful. Extract Motion takes a video and pulls out the character motion and spatial depth, so you can use the movement as a foundation without recreating the original scene. Simple idea. Very practical. With a full month of Dreamina Basic for $1.5 — up to 90% off, till Oct 9. #Dreamina #DreaminaPartner

119,588 görüntüleme

Turns out GPT-6 Astra + Dreamina Seedance 2.5 is an actual pipeline. Astra codes the geometry → Blender → Clay Renderer Plugin → final render on Dreamina. The plugin handles the handoff between Blender and Dreamina in one click. No need to export the model, move files around, and load everything again. The structure you created stays in place, while Seedance 2.5 focuses on giving it the final look. And the pipeline doesn't mean a higher price — you're still getting the same 2.5 generation. Try the workflow yourself 👇 #Dreamina #DreaminaPartner

Turns out GPT-6 Astra + Dreamina Seedance 2.5 is an actual pipeline. Astra codes the geometry → Blender → Clay Renderer Plugin → final render on Dreamina. The plugin handles the handoff between Blender and Dreamina in one click. No need to export the model, move files around, and load everything again. The structure you created stays in place, while Seedance 2.5 focuses on giving it the final look. And the pipeline doesn't mean a higher price — you're still getting the same 2.5 generation. Try the workflow yourself 👇 #Dreamina #DreaminaPartner

312,436 görüntüleme

The first thing I checked was whether the $1.5 was actually a full subscription or just a promo credit. It's the former. Dreamina Basic for a full month, for $1.5. The Seedance lineup is included, including Seedance 2.5. Sep 23–Oct 9, up to 90% off. #Dreamina #DreaminaPartner

The first thing I checked was whether the $1.5 was actually a full subscription or just a promo credit. It's the former. Dreamina Basic for a full month, for $1.5. The Seedance lineup is included, including Seedance 2.5. Sep 23–Oct 9, up to 90% off. #Dreamina #DreaminaPartner

124,300 görüntüleme

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I wanted to see if Qoder could turn a real World Development Indicators CSV into something verifiable, not just a pretty summary. I opened a new task, selected the QoderCSVReport workspace, left the model on Auto, set permissions, and gave Qoder the CSV. The file had 1,045 rows, 14 columns, and ten years of data from 2016 to 2025. Qoder validated the file, treated .. as null instead of zero, transformed the wide table into a country-year-series dataset, and measured coverage and missing rates. It then generated summary.json, report.md, dashboard.html, README.md, and a verification script. The verifier independently re-read the CSV and checked the totals, country count, Series count, yearly missing rates, and the highest and lowest values against the report and dashboard. That last step is what made it useful. The output was not just a chat answer. It was a real artifact I could inspect and verify. The dashboard includes KPI cards, yearly missing-rate charts, Series coverage rankings, country coverage, and filters for Country and Series. It is responsive on desktop and mobile and uses no external CDN assets. The generated files are all in English. I used Auto for this run. Qwen3.8-Flash was available in the model picker at 0.0x Credits through September 30, so that option was free during the offer. Try Qoder → You’ll get 600 Credits total: 300 from the trial + 300 from my code.

I wanted to see if Qoder could turn a real World Development Indicators CSV into something verifiable, not just a pretty summary. I opened a new task, selected the QoderCSVReport workspace, left the model on Auto, set permissions, and gave Qoder the CSV. The file had 1,045 rows, 14 columns, and ten years of data from 2016 to 2025. Qoder validated the file, treated .. as null instead of zero, transformed the wide table into a country-year-series dataset, and measured coverage and missing rates. It then generated summary.json, report.md, dashboard.html, README.md, and a verification script. The verifier independently re-read the CSV and checked the totals, country count, Series count, yearly missing rates, and the highest and lowest values against the report and dashboard. That last step is what made it useful. The output was not just a chat answer. It was a real artifact I could inspect and verify. The dashboard includes KPI cards, yearly missing-rate charts, Series coverage rankings, country coverage, and filters for Country and Series. It is responsive on desktop and mobile and uses no external CDN assets. The generated files are all in English. I used Auto for this run. Qwen3.8-Flash was available in the model picker at 0.0x Credits through September 30, so that option was free during the offer. Try Qoder → You’ll get 600 Credits total: 300 from the trial + 300 from my code.

188,759 görüntüleme • 18 gün önce

What if an AI could understand what’s happening in a video and respond to it? 👀 I’ve been testing MOSS-VL across a few real-world visual scenarios to see how well it can understand people, objects, and activities as they unfold. Here are 3 demos showing what that looks like in practice:

What if an AI could understand what’s happening in a video and respond to it? 👀 I’ve been testing MOSS-VL across a few real-world visual scenarios to see how well it can understand people, objects, and activities as they unfold. Here are 3 demos showing what that looks like in practice:

68,050 görüntüleme • 1 ay önce

Remember the old way of making presentations? Starting from a blank slide. Fixing fonts for 20 minutes. Dragging boxes around. Rewriting the same points again and again just to make them “fit.” By the time it looked decent… you were already tired. I tried something different. Gave Gamma one idea: “Build a premium launch deck for a luxury travel brand.” And in minutes, it turned into a polished, presentation-ready strategy: • clear brand positioning • defined audience • strong launch messaging • structured content flow • thoughtful growth ideas No blank slide struggle. No formatting chaos. No starting from zero. That shift is powerful. Creating content isn’t the hard part anymore. Shaping it into something clean, clear, and ready to present is. Gamma makes that part feel easy. Start with something that already works, then make it yours. Create once. Customize infinitely. Give it a shot:

77,763 görüntüleme • 6 ay önce

I tested something different today. Instead of writing code, I focused on decisions. I shared one idea with "Atoms" and it handled research, backend, and payments for me. Here’s the exact flow 👇

I tested something different today. Instead of writing code, I focused on decisions. I shared one idea with "Atoms" and it handled research, backend, and payments for me. Here’s the exact flow 👇

91,901 görüntüleme • 8 ay önce

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