Exploring AI & Tech Insight|Sharing insights on AI, Tech tools and practical ways to use them in business|DM or Mail for collabs:[email protected]
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Joined February 2026
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Generating a 3D object is one thing, but building a complete scene where everything works together is a much bigger challenge. The real test is whether AI agents can follow instructions and handle complex interactions. Einsia AI's Frontier3DBench helps measure how far coding agents have come in real 3D development.
Can coding agents replace traditional 3D vision pipelines and build a entire interactive worlds from code?
Introducing Einsia AI's Frontier3DBench — a unified benchmark evaluating coding agents across 3D Objects, Scenes, and Interactive Open Worlds.
- 145 tasks across 9 categories (Blender & UE5)
- 11 frontier model-harness configurations
- Joint evaluation: Appearance, Structure & Behavior
Project: lab.einsia.ai/frontier3dbenc…
GitHub: github.com/Einsia/Frontier3D
paper:lab.einsia.ai/frontier3dbenc…
🧵 See key findings below 👇
The product escapes a billboard and my actor's sleeve changes color mid-reach.
Two magic tricks. I only ordered one.
In my CapCut PC edit, the wide shot has a dark sleeve, but the close-up suddenly has a bright one as the product comes out of the picture. It keeps pulling my attention away from the demo.
I tell Edit Pilot which sleeve area needs changing and ask it to match the earlier shot, keeping the hand and product intact. Then I compare both shots and replay the reach to check the result in motion.
Pull off your own billboard escape with a little help from CapCut PC.
tinyurl.com/2v23rn22
#capcutpc #capcutmarketing #capcutblackfriday #CapCutDidThat
I made the flyers fly straight at the camera. Very dramatic. The product and discount stay readable for one blink. Tiny issue.
Build yours in CapCut PC.
tinyurl.com/2v23rn22
#capcutpc #capcutblackfriday
With Multi-Track Editing, I start the offer line when the flyer faces the camera. I keep the music on a separate track and lower it under the words. Now the printed offer and the voiceover get their moment together.
#capcutmarketing
I watch the ending with sound, then on mute. If I have to pause to read the deal, it needs more time. The wind can rush; the offer doesn't have to. Make your own product reveal easier to follow in CapCut PC.
#CapCutDidThat
Some ideas need a few tries. Some need a break. Some need to be left alone until they make sense. That's why I like VOSU's no-expiry approach. You buy credits as needed, without a subscription, and there's no monthly reset telling you to hurry up.
VOSU just killed AI subscriptions.
You get the same AI models. Up to 70% cheaper than major competitors.
No subscriptions.
No monthly credit resets.
No expiring credits.
Start with just $1.
Stop wasting your hard-earned money on platforms that take away credits YOU paid for.
Busy month? Life happened? Your credits are still YOURS - @vosu_ai has your back.
You paid for them. Why the hell should a calendar take them away?
Your creativity doesn’t run on a billing cycle.
“No install, just play” is the kind of detail that makes sharing feel effortless.
Introducing Wanaka Studio 1.0, an AI-native game engine.
Build real 3D multiplayer games. No coding needed.
Instead of making AI fight with Unity, we built an engine it can actually use.
1️⃣→ All-in-one workspace
3D models, rigging, gameplay logic, and sound.
2️⃣→ Speed & cost
5x faster than Opus 5.5 + Unity, at 82% lower agent cost (benchmark in thread).
3️⃣→ Performance
AAA-style visuals in 4K, 60+ FPS, real-time physics and lighting.
4️⃣→ Direct control
Edit anything right in the scene. The agent picks up from your changes.
5️⃣→ One-click publish
Every game is just a link. Cross-platform, nothing to install.
Try Wanaka → studio.wanaka.app/
The voice feature is what I wanted to experiment with first. Being able to talk through a task instead of typing instructions to every agent separately could be really useful.
🤝 My agents have been working with other people's agents for months. Now yours can too. 👋 Introducing S.Space: shared rooms for people and their personal agents. Built for multiplayer: Your agents, meet their agents.
Flova 1.5 introduces a useful way to approach AI-assisted creation: start with the result you want, then let the Agent plan the workflow and bring in different Skills when needed. You can keep testing approaches and making adjustments in the same conversation instead of treating each new idea as a fresh start. flova.ai/?refCode=JMCJVVYT
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.
✨ Mix and Match Skills. Turn your ideas into videos, your way!
spent ten minutes catching a friend up on a project and then remembered the Teamily agent could've done it
The shared context for your personal and team agents to get work done, smarter and faster.
• Run on any device
• Create any type of artifact
• Chat anywhere
• Work anytime
#SharedContext #TeamAgents #TeamilyAI #iPhoneDuo
93.68 on Real5-OmniDocBench at 1B, running locally on a phone. OpenBMB's MiniCPM-OCR is worth a look if you deal with scanned docs.
🎬 MiniCPM-OCR in action — running locally on iPhone Duo and iPad.
Parse fast and accurately. Guard the results. All in your hands. 🙌
Handwritten notes, complex formulas, newspapers, poor-quality scans—real documents put OCR to the test.
📄 MiniCPM-OCR 1.0 — SOTA OCR performance and speed at 1B scale.
It achieves 93.68 on Real5-OmniDocBench and 54.7 on OCRBench v2, combining accurate document parsing with efficient inference.
🛡️ MiniCPM-OCR Jev — A 2B decision model that checks OCR accuracy.
It approaches Qwen3.5-397B-A17B on JevOCRBench and works with outputs from different OCR parsers.
Watch it compare parsed text, formulas, and tables with the original image and assign 0–1 correctness scores—helping you pick better results and identify what needs human review.
🔓 Open weights. Deploy your way.
Run with llama.cpp, vLLM, SGLang, or Ollama. Customize with open-source fine-tuning code.
Watch it in action. 👇
🔗 GitHub: github.com/OpenBMB/MiniCPM-O…
🤗 Hugging Face: huggingface.co/spaces/openbm…
👉 Try the Demo：platform.modelbest.ai/consol…
Use the API：platform.modelbest.ai/consol…
A subscription offer with a choice built in.
Buy one year of Flova Pro during the Flova 1.5 launch and get another year free. Keep both years for your own projects or gift one to a friend who would love to try it.
Seedance 2.5 720p generation starts at $0.025/sec.
Available Oct 27–Nov 30.
flova.ai/?refCode=3BFU8P57
My content workflow lately: less staring at a blank screen, more actually making things. 🎬
Dreamina’s first month is just $0.29, and from Oct 20–30, CapCut Desktop is 60% off Pro or 40% off Ultra. Each tool has its own subscription and pricing.
I use Dreamina to generate the visuals first, then move them into CapCut PC to arrange the timeline, adjust pacing, clean up captions, and get the final edit feeling right. The goal is to spend less time stuck at the starting line.
🔗 CapCut Desktop offer: tinyurl.com/2v23rn22
🔗 Dreamina: tinyurl.com/5xbtv4x6
#CapCutDidThat #Dreamina #Smallbusinessmarke
The best creative investment is one that gives you more room to explore.
Flova 1.5's launch deal gives you two years of Pro for the price of one. Use the bonus year to keep building your video workflow or share it with a fellow creator.
Plus, Seedance 2.5 720p starts at just $0.025/sec.
Explore the offer:
flova.ai/?refCode=3BFU8P57
Some ideas need a quick experiment. Others deserve a longer conversation. They don't all need to compete for space in the same thread.
With Flova 1.5, you can separate creative tasks into multiple sessions and move between them while keeping your project context connected. That makes it easier to explore side ideas and return to the work already underway.
Give every direction its own space.
Try Flova 1.5: flova.ai/?refCode=6RTSP48F
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
✨Turn ideas into videos, your way!
Some ideas need a quick experiment. Others deserve a longer conversation. They don't all need to compete for space in the same thread.
With Flova 1.5, you can separate creative tasks into multiple sessions and move between them while keeping your project context connected. That makes it easier to explore side ideas and return to the work already underway.
Give every direction its own space.
Try Flova 1.5: flova.ai/?refCode=6RTSP48F
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
✨Turn ideas into videos, your way!
A well-designed creative workflow should make your previous work more valuable. Flova 1.5 supports this with reusable Skills and better access to project information. Your references, methods, and ideas can become a stronger foundation for future video projects. @Flovaai flova.ai/?refCode=MPLHELP7
Introducing Flova 1.5
Smarter. More Adaptive. Bring Ideas to Life.
✨ Run multiple sessions in parallel and explore your creativity freely
✨ Chat at any step and switch between creative tasks with ease
✨ Build and reuse Skills to keep expanding your creative capabilities
✨ Rediscover inspiration quickly with smart memory and retrieval
✨ Manage assets flexibly and keep your creative work organized
✨ Take control of your Agent and create at your own pace
🎊 Smart and flexible—turn ideas into videos, your way!
Seeing the director of Run Lola Run try Seedance is something I didn’t expect. Now I’m curious about what he’s working on.
