deepsite
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Kurnia Kadir
KurniaKadir
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There is no such thing as a tokenizer-free lunch
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There is no such thing as a tokenizer-free lunch
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reacted to
hba123's
post with 🚀
about 1 month ago
Post
3946
Hello, amazing robotics people 😍 😍 😍 We have FINALLY delivered on your major request! Ark just got a major upgrade:
We’ve now integrated Vision-Language-Action Models (VLAs) into Ark 🎉 VLAs = models that connect vision + language → robot actions (see image)
What does this mean?
🗣️ Give robots natural language instructions → they act
👀 Combine perception + language for real-world control
🦾 Powered by pi0 pretrained models for fast prototyping
⚡ Supports easy data collection and fine-tuning within Ark within a couple of lines of code
Next, we plan to go into the world of designing worlds 😉
Who knows, maybe those video models are actually zero-shot learners and reasoners?
Check it out here 👉 https://github.com/Robotics-Ark/ark_framework
Check out the tutorial 👉 https://arkrobotics.notion.site/VLA-Pi0-with-Ark-279e053d9c6f800ab0a2d498835dd96b
⭐ Star the repo, try it with your robots, and let us together make robots great (again?)!
We’ve now integrated Vision-Language-Action Models (VLAs) into Ark 🎉 VLAs = models that connect vision + language → robot actions (see image)
What does this mean?
🗣️ Give robots natural language instructions → they act
👀 Combine perception + language for real-world control
🦾 Powered by pi0 pretrained models for fast prototyping
⚡ Supports easy data collection and fine-tuning within Ark within a couple of lines of code
Next, we plan to go into the world of designing worlds 😉
Who knows, maybe those video models are actually zero-shot learners and reasoners?
Check it out here 👉 https://github.com/Robotics-Ark/ark_framework
Check out the tutorial 👉 https://arkrobotics.notion.site/VLA-Pi0-with-Ark-279e053d9c6f800ab0a2d498835dd96b
⭐ Star the repo, try it with your robots, and let us together make robots great (again?)!
reacted to
kanaria007's
post with 👍
3 months ago
Post
6246
✅ New Article: *Relationships as Structured Reciprocity*
Title:
🤝 Relationships: Ethics as Cross-Construct Jump Series
🔗 https://huggingface.co/blog/kanaria007/structured-relationships
---
Summary:
Relationships are often framed as *emotion and chance*.
Structured Intelligence reframes them as *reciprocal cognitive architectures*:
* Trust and love as *reinforced feedback loops*
* Conflict as *constraint misalignment and jump failure*
* Growth as *loop stabilization through reflection and repair*
> Human connection isn’t mystery —
> *it’s structure that learns to align across minds.*
---
Why It Matters:
• Reveals *how trust, betrayal, and repair follow structural patterns*
• Bridges *psychology, sociology, and cognitive modeling*
• Enables *AI that supports human connection without mimicry*
---
What’s Inside:
• Relationships as *multi‑agent jump and memory loops*
• *Attachment and reciprocity* as structural alignment
• *Conflict resolution* as rollback and loop repair
• Implications for *therapy, collaboration, and social AI*
---
📖 Article 26 of the Structured Intelligence Series
Where Article 25 explored *psychology as structured mind*,
Article 26 extends this to *relationships* —
showing how *minds meet, align, and recover through structural loops*.
---
Next: Improvisation as Live Structural Navigation
The next article examines *how spontaneity and flow emerge as high‑frequency jump execution*,
revealing *why improvisation is structure forming itself under time pressure*.
> From bonds to moments,
> *structure carries the pulse of human connection and creation.*
Title:
🤝 Relationships: Ethics as Cross-Construct Jump Series
🔗 https://huggingface.co/blog/kanaria007/structured-relationships
---
Summary:
Relationships are often framed as *emotion and chance*.
Structured Intelligence reframes them as *reciprocal cognitive architectures*:
* Trust and love as *reinforced feedback loops*
* Conflict as *constraint misalignment and jump failure*
* Growth as *loop stabilization through reflection and repair*
> Human connection isn’t mystery —
> *it’s structure that learns to align across minds.*
---
Why It Matters:
• Reveals *how trust, betrayal, and repair follow structural patterns*
• Bridges *psychology, sociology, and cognitive modeling*
• Enables *AI that supports human connection without mimicry*
---
What’s Inside:
• Relationships as *multi‑agent jump and memory loops*
• *Attachment and reciprocity* as structural alignment
• *Conflict resolution* as rollback and loop repair
• Implications for *therapy, collaboration, and social AI*
---
📖 Article 26 of the Structured Intelligence Series
Where Article 25 explored *psychology as structured mind*,
Article 26 extends this to *relationships* —
showing how *minds meet, align, and recover through structural loops*.
---
Next: Improvisation as Live Structural Navigation
The next article examines *how spontaneity and flow emerge as high‑frequency jump execution*,
revealing *why improvisation is structure forming itself under time pressure*.
> From bonds to moments,
> *structure carries the pulse of human connection and creation.*