Mindsetware
@mindsetware.bsky.social
Solopreneur Engineer. 🧠 mindset + 🦾 automations + 📣 marketing
You’re not losing money by giving value early.
You’re buying attention 📣 and earning trust 🧠
When you launch the full thing 🚀
they won’t hesitate to pay
...because they already know you're the real deal 💯
You’re buying attention 📣 and earning trust 🧠
When you launch the full thing 🚀
they won’t hesitate to pay
...because they already know you're the real deal 💯
June 30, 2025 at 5:52 AM
You’re not losing money by giving value early.
You’re buying attention 📣 and earning trust 🧠
When you launch the full thing 🚀
they won’t hesitate to pay
...because they already know you're the real deal 💯
You’re buying attention 📣 and earning trust 🧠
When you launch the full thing 🚀
they won’t hesitate to pay
...because they already know you're the real deal 💯
Why?
Because trust > transactions 🤝
When people experience real value upfront,
they're way more likely to pay later 💳
They’ll know your style, your quality, your speed.
No guesswork. 🔍
Because trust > transactions 🤝
When people experience real value upfront,
they're way more likely to pay later 💳
They’ll know your style, your quality, your speed.
No guesswork. 🔍
June 30, 2025 at 5:52 AM
Why?
Because trust > transactions 🤝
When people experience real value upfront,
they're way more likely to pay later 💳
They’ll know your style, your quality, your speed.
No guesswork. 🔍
Because trust > transactions 🤝
When people experience real value upfront,
they're way more likely to pay later 💳
They’ll know your style, your quality, your speed.
No guesswork. 🔍
🤷 Real talk: I haven't gotten stellar results from it yet, but more people experimenting with this could help refine the technique.
Worth checking out if you're working with AI video generation. 🎬
Worth checking out if you're working with AI video generation. 🎬
June 22, 2025 at 12:48 AM
🤷 Real talk: I haven't gotten stellar results from it yet, but more people experimenting with this could help refine the technique.
Worth checking out if you're working with AI video generation. 🎬
Worth checking out if you're working with AI video generation. 🎬
🎬 This opens up new possibilities for interactive content creation, virtual meetings, and automated video production.
🚫 The binding problem was a real blocker for multi-person scenarios.
🚫 The binding problem was a real blocker for multi-person scenarios.
June 22, 2025 at 12:48 AM
🎬 This opens up new possibilities for interactive content creation, virtual meetings, and automated video production.
🚫 The binding problem was a real blocker for multi-person scenarios.
🚫 The binding problem was a real blocker for multi-person scenarios.
What sets this apart from single-person talking head generation:
👥 - Handles multi-person dialogue scenes
⏱️ - Maintains temporal consistency across speakers 🎛️ - Prompt-driven interaction control
🎯 - State-of-the-art lip sync accuracy
👥 - Handles multi-person dialogue scenes
⏱️ - Maintains temporal consistency across speakers 🎛️ - Prompt-driven interaction control
🎯 - State-of-the-art lip sync accuracy
June 22, 2025 at 12:48 AM
What sets this apart from single-person talking head generation:
👥 - Handles multi-person dialogue scenes
⏱️ - Maintains temporal consistency across speakers 🎛️ - Prompt-driven interaction control
🎯 - State-of-the-art lip sync accuracy
👥 - Handles multi-person dialogue scenes
⏱️ - Maintains temporal consistency across speakers 🎛️ - Prompt-driven interaction control
🎯 - State-of-the-art lip sync accuracy
The L-RoPE method assigns identical labels to audio embeddings and video latents, activating specific regions in the audio cross-attention map.
This prevents the common "speaker confusion" 😵💫problem plaguing existing methods.
This prevents the common "speaker confusion" 😵💫problem plaguing existing methods.
June 22, 2025 at 12:48 AM
The L-RoPE method assigns identical labels to audio embeddings and video latents, activating specific regions in the audio cross-attention map.
This prevents the common "speaker confusion" 😵💫problem plaguing existing methods.
This prevents the common "speaker confusion" 😵💫problem plaguing existing methods.
📄 Paper: arxiv.org/abs/2505.22647
🔧 Code: github.com/MeiGen-AI/Mu...
What makes this technically interesting:
🎵 - Multi-stream audio injection with proper person-audio binding
🎭 - Works with conversations, singing, cartoon characters
⏱️ - Supports up to 15-second generation
🔧 Code: github.com/MeiGen-AI/Mu...
What makes this technically interesting:
🎵 - Multi-stream audio injection with proper person-audio binding
🎭 - Works with conversations, singing, cartoon characters
⏱️ - Supports up to 15-second generation
Let Them Talk: Audio-Driven Multi-Person Conversational Video Generation
Audio-driven human animation methods, such as talking head and talking body generation, have made remarkable progress in generating synchronized facial movements and appealing visual quality videos. H...
arxiv.org
June 22, 2025 at 12:48 AM
📄 Paper: arxiv.org/abs/2505.22647
🔧 Code: github.com/MeiGen-AI/Mu...
What makes this technically interesting:
🎵 - Multi-stream audio injection with proper person-audio binding
🎭 - Works with conversations, singing, cartoon characters
⏱️ - Supports up to 15-second generation
🔧 Code: github.com/MeiGen-AI/Mu...
What makes this technically interesting:
🎵 - Multi-stream audio injection with proper person-audio binding
🎭 - Works with conversations, singing, cartoon characters
⏱️ - Supports up to 15-second generation
🎯 What it does:
✅ Same person in different locations
✅ Two reference images at once
✅ Products stay accurate across scenes
✅ Facial features don't drift
#MAGREF #MultiSubjectVideo #VideoAI
✅ Same person in different locations
✅ Two reference images at once
✅ Products stay accurate across scenes
✅ Facial features don't drift
#MAGREF #MultiSubjectVideo #VideoAI
June 20, 2025 at 4:47 PM
🎯 What it does:
✅ Same person in different locations
✅ Two reference images at once
✅ Products stay accurate across scenes
✅ Facial features don't drift
#MAGREF #MultiSubjectVideo #VideoAI
✅ Same person in different locations
✅ Two reference images at once
✅ Products stay accurate across scenes
✅ Facial features don't drift
#MAGREF #MultiSubjectVideo #VideoAI
Paper: arxiv.org/abs/2505.23742
Code: github.com/MAGREF-Video...
🛠️ Already has ComfyUI nodes ready.
Pro-tips:
- White background reference images work best
- Use Light X2V LoRa to speed things up
- Detail retention is really good
Code: github.com/MAGREF-Video...
🛠️ Already has ComfyUI nodes ready.
Pro-tips:
- White background reference images work best
- Use Light X2V LoRa to speed things up
- Detail retention is really good
GitHub - MAGREF-Video/MAGREF: Official implementation of MAGREF: Masked Guidance for Any-Reference Video Generation
Official implementation of MAGREF: Masked Guidance for Any-Reference Video Generation - MAGREF-Video/MAGREF
github.com
June 20, 2025 at 4:47 PM
Paper: arxiv.org/abs/2505.23742
Code: github.com/MAGREF-Video...
🛠️ Already has ComfyUI nodes ready.
Pro-tips:
- White background reference images work best
- Use Light X2V LoRa to speed things up
- Detail retention is really good
Code: github.com/MAGREF-Video...
🛠️ Already has ComfyUI nodes ready.
Pro-tips:
- White background reference images work best
- Use Light X2V LoRa to speed things up
- Detail retention is really good
Sounds like Adobe and their cancellation penalties 🤪
June 17, 2025 at 11:53 PM
Sounds like Adobe and their cancellation penalties 🤪
That's it! Your AI assistant now:
- Searches automatically
- Saves everything to Notion
- Organizes research
- Builds your knowledge base
All hands-free 🧠 Questions? Drop them below! 🙌
- Searches automatically
- Saves everything to Notion
- Organizes research
- Builds your knowledge base
All hands-free 🧠 Questions? Drop them below! 🙌
December 3, 2024 at 7:20 PM
That's it! Your AI assistant now:
- Searches automatically
- Saves everything to Notion
- Organizes research
- Builds your knowledge base
All hands-free 🧠 Questions? Drop them below! 🙌
- Searches automatically
- Saves everything to Notion
- Organizes research
- Builds your knowledge base
All hands-free 🧠 Questions? Drop them below! 🙌
5. The magic config
- Add to `~/Library/Application\ Support/Claude/claude_desktop_config.json` (or where you have Claude Desktop installed)
pastebin.com/rY62GMZy
- Add to `~/Library/Application\ Support/Claude/claude_desktop_config.json` (or where you have Claude Desktop installed)
pastebin.com/rY62GMZy
December 3, 2024 at 7:20 PM
5. The magic config
- Add to `~/Library/Application\ Support/Claude/claude_desktop_config.json` (or where you have Claude Desktop installed)
pastebin.com/rY62GMZy
- Add to `~/Library/Application\ Support/Claude/claude_desktop_config.json` (or where you have Claude Desktop installed)
pastebin.com/rY62GMZy
4. Get the Notion server:
1) Clone: github.com/suekou/mcp-n...
2) cd mcp-notion-server/notion
3) `npm i && npm run build`
Remember where your build folder is! 🏗️
1) Clone: github.com/suekou/mcp-n...
2) cd mcp-notion-server/notion
3) `npm i && npm run build`
Remember where your build folder is! 🏗️
GitHub - suekou/mcp-notion-server
Contribute to suekou/mcp-notion-server development by creating an account on GitHub.
github.com
December 3, 2024 at 7:20 PM
4. Get the Notion server:
1) Clone: github.com/suekou/mcp-n...
2) cd mcp-notion-server/notion
3) `npm i && npm run build`
Remember where your build folder is! 🏗️
1) Clone: github.com/suekou/mcp-n...
2) cd mcp-notion-server/notion
3) `npm i && npm run build`
Remember where your build folder is! 🏗️
3. Notion setup:
1) Visit notion.so/my-integrati...
2) Create "New Integration"
3) Copy your secret token
4) Add integration to your workspace
1) Visit notion.so/my-integrati...
2) Create "New Integration"
3) Copy your secret token
4) Add integration to your workspace
Notion – The all-in-one workspace for your notes, tasks, wikis, and databases.
A new tool that blends your everyday work apps into one. It's the all-in-one workspace for you and your team
notion.so
December 3, 2024 at 7:20 PM
3. Notion setup:
1) Visit notion.so/my-integrati...
2) Create "New Integration"
3) Copy your secret token
4) Add integration to your workspace
1) Visit notion.so/my-integrati...
2) Create "New Integration"
3) Copy your secret token
4) Add integration to your workspace
2. Brave Search setup:
1) Sign up: brave.com/search/api/
2) Choose free tier (2K queries/month)
3) Generate API key
4) Save it for later
1) Sign up: brave.com/search/api/
2) Choose free tier (2K queries/month)
3) Generate API key
4) Save it for later
Brave Search API | Brave
Power your search and AI apps with the fastest growing independent search engine since Bing. Access an index of billions of pages with a single call.
brave.com
December 3, 2024 at 7:20 PM
2. Brave Search setup:
1) Sign up: brave.com/search/api/
2) Choose free tier (2K queries/month)
3) Generate API key
4) Save it for later
1) Sign up: brave.com/search/api/
2) Choose free tier (2K queries/month)
3) Generate API key
4) Save it for later
1. What you'll need:
- Claude Desktop: claude.ai/download
- Notion account (free)
- Brave Search API (free tier = 2K queries/month)
- 5 minutes
Let's automate your research workflow 🚀
- Claude Desktop: claude.ai/download
- Notion account (free)
- Brave Search API (free tier = 2K queries/month)
- 5 minutes
Let's automate your research workflow 🚀
Download Claude
Download Claude for your desktop or mobile device.
claude.ai
December 3, 2024 at 7:20 PM
1. What you'll need:
- Claude Desktop: claude.ai/download
- Notion account (free)
- Brave Search API (free tier = 2K queries/month)
- 5 minutes
Let's automate your research workflow 🚀
- Claude Desktop: claude.ai/download
- Notion account (free)
- Brave Search API (free tier = 2K queries/month)
- 5 minutes
Let's automate your research workflow 🚀
Wait until GTA VI gets released 😂
December 3, 2024 at 3:43 AM
Wait until GTA VI gets released 😂
yeppp... Threads without hashtags is like a library without a card catalog... we are all just wandering around hoping to bump into something interesting. I'm surprised that they haven't made it a priority
December 3, 2024 at 3:41 AM
yeppp... Threads without hashtags is like a library without a card catalog... we are all just wandering around hoping to bump into something interesting. I'm surprised that they haven't made it a priority
8. Key lesson: Building powerful AI tools isn't just about the technology... it's about having a systematic way to process and structure information.
What's your information processing system looking like? 🤔
What's your information processing system looking like? 🤔
December 3, 2024 at 3:37 AM
8. Key lesson: Building powerful AI tools isn't just about the technology... it's about having a systematic way to process and structure information.
What's your information processing system looking like? 🤔
What's your information processing system looking like? 🤔