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AI Panda
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AI Panda
@AIPandaX
Engineering leader focused on what happens after the demo works. Systems, teams, and the slow road to AGI. DM or [email protected]
Katılım Eylül 2025
6 Takip Edilen28.2K Takipçiler
One of the biggest bottlenecks in product development isn't building.
It's truly understanding what customers need at scale.
Frank AI fixes this with persistent AI interviewers that run deep customer conversations 24/7, video, voice, intelligent follow-ups, and everything synthesized into actionable insights you can actually chat with.
This isn't another survey tool. Think of it as a dedicated research team that scales infinitely and removes human bias.
The video below shows how natural the interactions actually are.
Frank is Live: hifrank.ai/?utm_source=in…
Curious how tools like this fit into your engineering-led product process.
Drop your thoughts below.
@hifrankai
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This could finally solve the “send everything to the cloud or lose privacy” dilemma.
Excited to see how it performs in practice.
Check out here: github.com/openbmb/edgecl…
OpenBMB@OpenBMB
(1/2)🦞 Using @openclaw but worried about sending sensitive data to the cloud? 🤔 Meet #EdgeClaw — a dedicated Local Routing Layer for #OpenClaw that handles data sensitivity and task complexity on the edge. 💻 It’s a drop-in enhancement that reactivates your local hardware to act as a Privacy Guard & Cost Judge. 3-Tier Security (Regex + Local LLM Engine) 🟢 S1 (Safe): Transparent passthrough to cloud. 🟡 S2 (Sensitive): On-device PII redaction before forwarding. 🔴 S3 (Private): 100% Local inference. Cloud only sees a 🔒 placeholder. 🧠 #LLM-as-Judge Routing Classifies requests locally and routes to the ideal model tier (e.g., #MiniCPM ➡️ #GPT-4o/#Claude), optimizing resource allocation and reducing unnecessary cloud dependency. 📉 Learn more🔗 github.com/openbmb/edgecl… #EdgeAI #LLM #Privacy #EdgeClaw #OpenClaw
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(1/2)🦞 Using @openclaw but worried about sending sensitive data to the cloud? 🤔
Meet #EdgeClaw — a dedicated Local Routing Layer for #OpenClaw that handles data sensitivity and task complexity on the edge. 💻
It’s a drop-in enhancement that reactivates your local hardware to act as a Privacy Guard & Cost Judge.
3-Tier Security (Regex + Local LLM Engine)
🟢 S1 (Safe): Transparent passthrough to cloud.
🟡 S2 (Sensitive): On-device PII redaction before forwarding.
🔴 S3 (Private): 100% Local inference. Cloud only sees a 🔒 placeholder.
🧠 #LLM-as-Judge Routing
Classifies requests locally and routes to the ideal model tier (e.g., #MiniCPM ➡️ #GPT-4o/#Claude), optimizing resource allocation and reducing unnecessary cloud dependency. 📉
Learn more🔗 github.com/openbmb/edgecl…
#EdgeAI #LLM #Privacy #EdgeClaw #OpenClaw
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AI Panda retweetledi
Today we're introducing the world's first real AI Super Agent "Chatly."
One that actually works. We're on a mission to make every person 20X more efficient.
Try it now at chatlyai.app
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This isn't just another chatbot. It uses LangGraph to sync AI instructors, students, and a whiteboard in real-time.
Very cool engineering here. Give it a star: github.com/THU-MAIC/OpenM…
OpenBMB@OpenBMB
From lab to open-source: A new milestone for AI-driven education. 🎓 🤗 We’ve been closely following the MAIC project at Tsinghua University, and we’re thrilled to see it now open-sourced as #OpenMAIC. ✨ This isn't just another chatbot; it takes Multi-Agent orchestration to the next level by building a fully interactive classroom where AI instructors and peers collaborate in real-time. What makes it technically impressive: 🛠️ Complex Orchestration: Leveraging #LangGraph to manage spontaneous interactions—like #AI students "raising hands" during a live lecture. 🧠 Structured Planning: A dedicated "Plan Agent" that transforms raw PDFs into coherent, logically sequenced pedagogical flows. 💻 Beyond Text: A masterclass in GenUI implementation, featuring synchronized TTS, laser pointers, and real-time whiteboard demonstrations. 🥳 If you’re building complex, multi-modal #Agent workflows, this repo is a treasure trove of engineering insights. 🖥️Explore the project: github.com/THU-MAIC/OpenM… 📰 Read the research: jcst.ict.ac.cn/article/doi/10…
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From lab to open-source: A new milestone for AI-driven education. 🎓
🤗 We’ve been closely following the MAIC project at Tsinghua University, and we’re thrilled to see it now open-sourced as #OpenMAIC.
✨ This isn't just another chatbot; it takes Multi-Agent orchestration to the next level by building a fully interactive classroom where AI instructors and peers collaborate in real-time.
What makes it technically impressive:
🛠️ Complex Orchestration: Leveraging #LangGraph to manage spontaneous interactions—like #AI students "raising hands" during a live lecture.
🧠 Structured Planning: A dedicated "Plan Agent" that transforms raw PDFs into coherent, logically sequenced pedagogical flows.
💻 Beyond Text: A masterclass in GenUI implementation, featuring synchronized TTS, laser pointers, and real-time whiteboard demonstrations.
🥳 If you’re building complex, multi-modal #Agent workflows, this repo is a treasure trove of engineering insights.
🖥️Explore the project: github.com/THU-MAIC/OpenM…
📰 Read the research: jcst.ict.ac.cn/article/doi/10…
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AI Panda retweetledi
Most AI in education is just a wrapper, this is different.
Tsinghua just open-sourced a full multi-agent classroom that actually models student behaviour and handles turn-taking between "teachers" and "peers."
If you’re into agentic workflows, go star this and try the demo.
It’s a solid piece of research: github.com/THU-MAIC/OpenM…
Jifan Yu@yujifan_0326
(1/2) Glad to announce our OpenMAIC! 🎉 Open-sourcing MAIC (Multi-Agent Interactive Classroom) from Tsinghua University — LLM-driven multi-agent classroom for scalable & adaptive online education. 🏗️ Core Architecture: ✅ MAIC-Craft: Read (multimodal extraction) → Plan (course components + agent generation) ✅ Adaptive Engine: Cognitive student modeling + Token-level personalization (RAG + Bloom's/ZPD/UDL) ✅ Multi-Agent Classroom: 1 Student + N Agents (Teacher, Assistant, 4 Peer Archetypes) ✅ Manager Agent: Class state receptor for turn-taking orchestration 🔗 Give it a try 👉🏻 GitHub: github.com/THU-MAIC/OpenM… #AI #EdTech #MultiAgent #LLM #Research #OpenSource #Tsinghua
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@yujifan_0326 Making this open-source is a huge help for the community
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(1/2) Glad to announce our OpenMAIC! 🎉
Open-sourcing MAIC (Multi-Agent Interactive Classroom) from Tsinghua University — LLM-driven multi-agent classroom for scalable & adaptive online education.
🏗️ Core Architecture:
✅ MAIC-Craft: Read (multimodal extraction) → Plan (course components + agent generation)
✅ Adaptive Engine: Cognitive student modeling + Token-level personalization (RAG + Bloom's/ZPD/UDL)
✅ Multi-Agent Classroom: 1 Student + N Agents (Teacher, Assistant, 4 Peer Archetypes)
✅ Manager Agent: Class state receptor for turn-taking orchestration
🔗 Give it a try 👉🏻 GitHub: github.com/THU-MAIC/OpenM…
#AI #EdTech #MultiAgent #LLM #Research #OpenSource #Tsinghua
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Just tested OpenArt Worlds and the control you get over camera angles and consistency is exactly what was missing
OpenArt@openart_ai
Today, we’re launching a new way to create with AI. With OpenArt Worlds, you can generate a fully navigable 3D environment from a single prompt or image, step inside it, and capture shots exactly the way you envision them. No more starting over. No more inconsistent scenes. You build the world once - and create inside it. • Move through your scene freely • Find your angles • Add characters and elements • Capture production-ready shots
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AI Panda retweetledi
Today, we’re launching a new way to create with AI.
With OpenArt Worlds, you can generate a fully navigable 3D environment from a single prompt or image, step inside it, and capture shots exactly the way you envision them.
No more starting over.
No more inconsistent scenes.
You build the world once - and create inside it.
• Move through your scene freely
• Find your angles
• Add characters and elements
• Capture production-ready shots
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@thatssodhawal @mavehealth @Google @ufc @ycombinator @BlumeVentures How does this compare to just meditating for 20 mins a day?
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We've raised $2.1M to fix your focus.
Our wearable headset @mavehealth improves attention & stress regulation in just 20 minutes a day for users at @Google, @ufc, @ycombinator.
Backed by @BlumeVentures, alongside existing and new investors.
Order now at mavehealth.com 🇺🇸🇮🇳
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AI Panda@AIPandaX
If your interviewer asks "Why is there a gap in your resume?" and you feel like you are about to lose the job offer, do this NOW. I hope this helps you as it has helped me
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