
๊ฑสแดสษชษดษข แดสแด สแดแดแด๊ฑแด แดส แดแดแดส๊ฑ แดษดแด แดแดแดแดสษชษดษข สแดแด สแดแดก แดแด แด๊ฑแด แดสแดแด แดแด 10x สแดแดส แดสแดแด แดแดแดษชแด ษชแดส.๐ แด แด/แดแดษชส ๊ฐแดส แดแดสสแดส: [email protected]
Austin, Texas
Joined November 2025
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I asked Teamily Agent to research five AI video tools, and it built this comparison page. It's built around a real small business: a $100/month budget, product photos on hand, and Instagram & TikTok promo as the goal.
Then I pulled specialist agents into one group chat to work on it together, edited the page with Open Studio in Website Builder, and saved the whole thing as a Loop. I stay in as the human checkpoint before anything goes out, so I can change the requirement and re-run it anytime.
The page has a verification log showing which prices are confirmed and which aren't, with source links.
Built with Teamily Website Builder: teamily.ai/i/348JBC
@teamily_ai
#teamily #aitools #aiworkflow #aiagents #multiagent #websitebuilder #smallbusiness
๐ค Paid partnership
Would a model designed to sound recognizably artificial score poorly here while serving users brilliantly? Quite possibly. That's why the goal belongs next to the score.
๐ค Paid partnership
Drop 2/15
Are we actually measuring the things we ultimately want our voice AI models to achieve?
The best AI voices are becoming hard to tell apart.
From each other. Not from humans.
๐ Introducing Turing TTS: an evaluation that measures how often human listeners mistake AI-generated speech for real human speech.
We tested leading TTS models against real human speech. Even the best model fooled listeners only ~10% of the time.
With Turing TTS, we hope to contribute to a broader discussion within the research community about how we measure progress in voice AI.
If one of our goals is to develop speech that is indistinguishable from human speech, how well do our current evaluation methods capture progress toward that goal?
We donโt claim that Turing TTS is the right way forward, or that human indistinguishability should be the goal of every TTS system.
Rather, we hope these findings encourage the community to collectively examine whether blind pairwise human evaluations of naturalness are sufficient, and what else we might need to measure.
Results are now live on @voicearena_ai.
๐๐ข๐ฆ๐๐ง๐ญ๐จ เฅค ๐๐ ๐๐๐ฐ๐ฌ ๐๐ฎ๐ retweeted
Meet Luka Sorrento. He doesn't exist.
At Flayr Labs we've been doing R&D on AI music and video generation, and we wanted to answer one question: can AI make a music video that actually makes you feel something?
So we ran an experiment. Luka's song, "Don't Call Me When the Quiet Gets Too Loud," is fully AI-generated, and so is his music video, start to finish. It puts him in recreations of 25 iconic music videos, from Thriller to HUMBLE. to Otis, as a tribute to the videos that shaped all of us.
What it took:
โข Music: Suno ($8/mo plan)
โข Stills: Nano Banana, keeping Luka's face consistent across every scene
โข Motion: Kling and Veo 3.1
โข Lip-sync: sync-3 and Hedra, fed an isolated vocal track
โข Generation spend: about $160, plus a share of a $100/mo Hedra plan we use across other projects
โข Time: 2 days
By the numbers:
โข 34 original music videos studied frame by frame
โข 120+ stills generated
โข ~175 AI video and lip-sync renders
โข 100+ takes thrown away
โข ~15 scenes swapped out entirely
โข 45 shots in the final cut
What worked:
โข Medium shots with clean light and small movements look close to real
โข Studying the real footage before generating anything. Scenes built from memory looked nothing like the originals
โข Isolating the vocal from the mix made lip-sync dramatically better
What didn't:
โข Lip-sync falls apart when the head turns or moves fast
โข Editing real frames sometimes kept the original artist's face, so we rebuilt those from scratch
โข Logos we removed would grow back mid-render and had to be tracked and painted out frame by frame
โข More than half of what we generated never made the cut
Our take: under $300 all in and two days for a fully AI artist, song and music video. It's already watchable, and the quality gap with traditional production is closing fast. But taste, direction and judgment still do the heavy lifting.
The tools generate. A person still has to decide what's good.
Is AI music viable? Did Luka make you feel something?
Watch and tell us.
๐๐ข๐ฆ๐๐ง๐ญ๐จ เฅค ๐๐ ๐๐๐ฐ๐ฌ ๐๐ฎ๐ retweeted
AI teams overpay for inference twice: once for models bigger than they need, and again for idle capacity they donโt use. @useRouterPlus is the extended inference team for fast-growing AI companies. We test models and providers on your traffic and get providers to compete for your work.
Make your inference better. Go to routerplus.com
What if you could create a 15-second video in just 7 seconds? โก
Meet Pika H3 Flex โ built for creators who don't just generate videos, but refine every detail until it's right.
With ultra-fast generation, precision editing, multi-modal references, and separate audio stems, Pika H3 Flex puts more creative control in your hands.
๐ฌ Generate 15-second videos in as little as 7 seconds.
๐ง Export up to 5 separate audio stems.
๐จ Create with up to 12 different references.
๐ Enjoy faster workflows at up to 80% lower cost than H3 Max.
Less waiting. More experimenting. Greater creative freedom.
Pika H3 Flex isn't just about generating videos faster. It's about making creativity move at your speed.
@pika_labs
๐ค Paid partnership
Meet Pika H3 Flex, debuting today as the #1 open weight model on DesignArenaโs t2v board.
Itโs built for professional iteration, with exportable audio stems, resolutions up to 4k, and faster-than-realtime generation. It can produce a 15-second clip with soundtrack in as little as 7 seconds.
So, yeah. Itโs kind of a flex ๐
You can try here
pika.art/pika-h3-flex?utm_soโฆ
A new direction shouldn't mean starting from zero. That's why Flova 1.5 stands out. flova.ai/?refCode=JMCJVVYT
๐ค Paid partnership
Flova 1.5 | One Chat with Multiple Skills
One project. Multiple Skills.
Bring different Skills together in one creation!
- You set the goal. Agent plans the workflow.
- Mix and match Skills to explore different stories and styles.
- Refine your creations and take your ideas even further.
โจ Mix and Match Skills. Turn your ideas into videos, your way!
๐๐ข๐ฆ๐๐ง๐ญ๐จ เฅค ๐๐ ๐๐๐ฐ๐ฌ ๐๐ฎ๐ retweeted
Introducing Cartesia Managed Agents: our end-to-end voice agent platform for enterprise.
#1 on @ArtificialAnlys Speech Agent Arena and @ServiceNow EVA-Bench, built by co-designing our voice models and harness as one system.
Check it out โ cartesia.ai/blog/managed-ageโฆ
Wondering if the speaker variety is part of why the fine-tuned model adapts to the other person's rhythm so well.
๐ค Paid partnership
๐๐ข๐ฆ๐๐ง๐ญ๐จ เฅค ๐๐ ๐๐๐ฐ๐ฌ ๐๐ฎ๐ retweeted
A phone rings. Someone answers. Then everything goes off-script. ๐ That's the kind of opening that makes people want to keep watching.
๐ฅ Dreaminaโs first month costs just $0.29. From Oct 20โ30, save 60% on CapCut Pro or 40% on CapCut Ultra on CapCut Desktop only.
Create your visuals with Dreamina, then edit in CapCut PC. Need to fine-tune the pacing to make every moment land? Use CapCut PC Edit Pilot to adjust your edits with simple text instructions and bring your story together. ๐ฌ
Each product requires a separate subscription to enjoy its respective offer.
CapCut Sale: tinyurl.com/2v23rn22
Dreamina + CapCut Offer: tinyurl.com/5xbtv4x6
#CapCutDidThat #Dreamina #Smallbusinessmarketing #CapCutSale
๐ค Paid partnership
๐๐ข๐ฆ๐๐ง๐ญ๐จ เฅค ๐๐ ๐๐๐ฐ๐ฌ ๐๐ฎ๐ retweeted
Me: This product ad will take five minutes. Also me: Planning an entire window-breaking scene. ๐๐ฌ
๐ฅ Dreamina's first month for just $0.29. Save 60% on CapCut Pro or 40% on CapCut Ultra on CapCut Desktop only, Oct 20โ30. Each tool has its own subscription and pricing.
Create your visuals with Dreamina, then edit in CapCut PC. Need to tweak the timing or flow of your chaotic masterpiece? Use CapCut PCโs Edit Pilot to fine-tune your edits with simple text instructions and bring your vision together. ๐ฌ
CapCut Sale: tinyurl.com/2v23rn22
Dreamina + CapCut Offer: tinyurl.com/5xbtv4x6
#CapCutDidThat #Dreamina #Smallbusinessmarketing #CapCutSale
๐ค Paid partnership
๐๐ข๐ฆ๐๐ง๐ญ๐จ เฅค ๐๐ ๐๐๐ฐ๐ฌ ๐๐ฎ๐ retweeted
When your product is so interesting that someone literally breaks in for it. ๐ Turn a wild concept into a scroll-stopping ad!
๐ฅ Dreaminaโs first month costs just $0.29. From Oct 20โ30, save 60% on CapCut Pro or 40% on CapCut Ultra on CapCut Desktop only.
Create your visuals with Dreamina, then edit in CapCut PC. Need more footage to show the whole break-in? Use CapCut PCโs AI Extend to extend your video and give the action more room to unfold. ๐ฌ
Each product requires a separate subscription to enjoy its respective offer.
CapCut Sale: tinyurl.com/2v23rn22
Dreamina + CapCut Offer: tinyurl.com/5xbtv4x6
#CapCutDidThat #Dreamina #Smallbusinessmarketing #CapCutSale
๐ค Paid partnership
POV: Your product ad starts with a phone call and ends with a broken window. ๐๐ Make your next video as unexpected as your idea.
๐ฅ Dreaminaโs first month costs just $0.29. From Oct 20โ30, save 60% on CapCut Pro or 40% on CapCut Ultra on CapCut Desktop only. Create your visuals with Dreamina, then bring them to life in CapCut PC. Got a shot that doesnโt look quite right? Use CapCut PCโs AI Edit to tweak existing footage and make your wild concept work. ๐ฌ
The subscriptions are separate and priced separately.
CapCut Sale: tinyurl.com/2v23rn22
Dreamina + CapCut Offer: tinyurl.com/5xbtv4x6
#CapCutDidThat #Dreamina #Smallbusinessmarketing #CapCutSale
๐ค Paid partnership
๐๐ข๐ฆ๐๐ง๐ญ๐จ เฅค ๐๐ ๐๐๐ฐ๐ฌ ๐๐ฎ๐ retweeted
Your OCR says itโs doneโbut did it get everything right? ๐ค In high-stakes workflows, even a small error can be costly.
๐ Meet the MiniCPM-OCR suite: an open-source solution to parse fast and guard the results.
Two new models:
๐น MiniCPM-OCR 1.0 โ SOTA OCR performance and speed at 1B scale. Compact, accurate, and fast.
๐น MiniCPM-OCR Jev โ A 2B decision model that helps assess parsing accuracy, with performance approaching that of Qwen3.5-397B-A17B on JevOCRBench.
โก Whatโs new?
Small model, SOTA results: MiniCPM-OCR 1.0 scores 93.68 on Real5-OmniDocBench and 54.7 on OCRBench v2.
A sharp goalkeeper ๐ก๏ธ: MiniCPM-OCR Jev is model-agnostic, checking text, formulas, and tables from different OCR parsers. It achieves 93.6 on JevOCRBench, outperforming JEV-35B-A3B (90.1) and approaching Qwen3.5-397B-A17B (93.8).
Up to 128 pages per minute ๐คฏ: With DSpark, MiniCPM-OCR runs at 1.49ร the speed of PaddleOCR-VL-1.6 and 3.62ร that of MinerU2.5 Pro. The SDKโs concurrency optimizations further boost throughput to as much as 128 pages per minute.
Deploy where you work: Day-0 support for Arm, Houmo AI, Intel, and NVIDIA, plus 10 more chip vendors through FlagOS.
Ready for your stack: vLLM, SGLang, llama.cpp, and Ollama, with quantized models, fine-tuning support, and Agent Skills.
๐ GitHub: github.com/OpenBMB/MiniCPM-Oโฆ
๐ค Hugging Face:
MiniCPM-OCR 1.0๏ผhuggingface.co/openbmb/MiniCโฆ
MiniCPM-OCR Jev๏ผhuggingface.co/openbmb/MiniCโฆ
๐ Try the Demo๏ผplatform.modelbest.ai/consolโฆ
Use the API๏ผplatform.modelbest.ai/consolโฆ
๐๐ข๐ฆ๐๐ง๐ญ๐จ เฅค ๐๐ ๐๐๐ฐ๐ฌ ๐๐ฎ๐ retweeted
Text-to-speech gets you close. But close isnโt how youโd say it.
So say it yourself, once. HeyGen Voice STS carries the whole performance over to your avatar, down to every pause, emphasis, and whisper.
Test it here: platform.heygen.com/speech-tโฆ
Your creative plans might change over the next 12 months. Flova 1.5's launch deal gives you another year of Pro to explore those changes.
Seedance 2.5 720p from $0.025/sec.
flova.ai/?refCode=3BFU8P57
๐ค Paid partnership
๐๐ข๐ฆ๐๐ง๐ญ๐จ เฅค ๐๐ ๐๐๐ฐ๐ฌ ๐๐ฎ๐ retweeted
How do you grade a world model? Against what the robot really did.
Picture a robot gripper closing on a piece of fruit. In the real world, it fails to grasp it. Now hand the same first frame and the same action sequence to an action-conditioned world model (ACWM).
The rollout shows a tidy, successful pick. Nothing on screen looks wrong.
That is the moment @WOB_WorldOracle was built for. Created by AGIBOT and NVIDIA together with Princeton, UT Austin and the University of Toronto, it is an evaluation platform for robot behavior models. It replays the real, recorded actions through a model and checks the predicted future against the paired real execution.
The stakes are practical. The paper points to data generation, scalable policy evaluation and closed-loop policy learning as potential uses of ACWMs. If a model gets the physical consequences wrong, everything built on top of it inherits the error. The authors call the property they are testing execution coherence: does the model follow the actions it is given, even the bad ones, across different embodiments and action sources, and over long rollouts?
What makes the setup unusual is where the evidence comes from. The paper compares eight existing embodied world-model benchmarks, and none of them combines action-conditioned evaluation, real-world data, failed executions, long episodes, multiple embodiments, multi-view outputs and policy-generated actions. @WOB_WorldOracle does. Its evaluation set has 335 episodes: 100 on AGIBOT G2, 75 on YAM and 100 with a human hand, all human-operated, plus 60 rollouts where a learned policy drove a real AGIBOT G2 robot. About 40% of the human-operated segments are failures, so a model cannot get by on success stories.
๐ค Paid partnership
CapCut Black Friday offers are live, with up to 60% off Pro and 40% off Ultra from Oct 20โ30, exclusively on Desktop.
A consistent visual style helps your Halloween campaign feel connected from the opening shot to the final offer. Explore seasonal looks in Design Studio and create the clips in Video Studio, then use Intelligent Grading to adjust footage in batches.
Refine individual colors and filters so the product remains recognizable within the Halloween palette. Trim lingering shots on the multi-track timeline, align captions with the dialogue and ask Edit Pilot to enhance voices and reduce background noise across clips.
A shared look and sound bring the campaign together. Finish your next seasonal video in CapCut PC.
tinyurl.com/2v23rn22
#capcutpc #capcutmarketing #capcutsale #capcutblackfriday
๐ค Paid partnership
One purchase. Two years of Pro. Plenty of room to choose your next creative direction.
Flova 1.5's launch offer lets you keep both years or gift the bonus year to a friend. And Seedance 2.5 in 720p starts at $0.025/sec.
Available October 27โNovember 30.
flova.ai/?refCode=3BFU8P57
๐ค Paid partnership
Ideas arrive in bursts, evolve unexpectedly, and often need room to be explored separately.
Flova 1.5 is built for that kind of creative movement. Use different sessions for different tasks, shift between directions, and continue from where you left off while keeping the project context connected.
A more natural way to turn scattered thoughts into focused progress.
Discover Flova 1.5: flova.ai/?refCode=6RTSP48F
๐ค Paid partnership
One project. More than one task.
One project, multiple conversations, more creative freedom!
- With Flova 1.5, run independent sessions for different creative goals
- Explore ideas in different directions with shared project context
- Switch conversations anytime and pick up where you left off
โจTurn ideas into videos, your way!
















