It's not VLAs versus World Models; production robotics needs both, in addition to model-based methods, all integrated by agentic coding. At ICRA last week, I presented a perspective on the divisions in our field, including
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SSH to VPS with Termius, then Claude Code for development
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I use @TermiusHQ
, I log in to my VPS with SSH Then I just installed Claude Code like normal https://
code.claude.com/docs/en/quicks
tart
… Then I run it with bypass permissions and code and make everything like that This has been my workflow the last 6 months -
Claude Code battery drain solved by server-based coding
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Nope, Claude Code sucks battery regardless, using it on my laptop I'd have to charge it after 3 hours! I only use Claude Code on VPS via Termius SSH now Now I only need to charge my MacBook daily, and I can close my MacBook whenever Nice benefits of AI coding on the server!
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VQAScore: open-source framework for evaluating text-video/image/3D models
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VQAScore, a simple framework for evaluating text-video/image/3d models is opensource and got many many features. Packaged with leading frontier and commonly used open-source multimodal models and simple/clean eval interface. https://t.co/8xy7SjGEqt pic.twitter.com/wrt6wBTQvQ
— Jean de Nyandwi (@Jeande_d) 9 juin 2026VQAScore, a simple framework for evaluating text-video/image/3d models is opensource and got many many features. Packaged with leading frontier and commonly used open-source multimodal models and simple/clean eval interface.
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Claude Fable 5, Anthropic’s most powerful model on Poe
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Claude Fable 5 is now available on Poe. The most powerful model from Anthropic to date, designed for long and complex tasks: large-scale code migrations, deep research, and agentic sessions that last hours or days. Cutting-edge.
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Fable 5 security audit fails, switches to Opus 4.8
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I just tried to run a security audit of my own repo with Fable 5 and it automatically switched to Opus 4.8. So a hard no for their advertised cybersecurity capabilities when you can't even audit your own code!
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Shower thoughts: autoencoders as good addition after LoRA
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This was purely based on shower-thoughts :D.
As someone called out, autoencoders would have been a good addition after LoRA. -
Fable 5: Leap Forward, 100% Coding in Terminal
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Fable 5 represents the greatest leap forward I have felt in our models since Opus 4.5 last November. After the release of 4.5, I uninstalled my IDE when I realized that I had done 100% of my coding in a terminal for a few weeks. With Fable,
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Pancake fixes the payment crash while you sleep
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AHORA PUEDES DORMIRTE CON UN BUG Y DESPERTARTE SIN ÉL
— Nico (@nicos_ai) 9 juin 2026
Antes: lees el stack trace, lo reproduces en local, encuentras la línea, escribes el fix, abres el PR a las 2AM
Ahora: le dices a Pancake “fix the checkout crash”, te vas a dormir y el PR ya está abierto por la mañana https://t.co/bwmDkiZLr0 pic.twitter.com/yLTA6VNPOs—
NOW YOU CAN FALL ASLEEP WITH A BUG AND WAKE UP WITHOUT IT Before: you read the stack trace, reproduce it locally, find the line, write the fix, open the PR at 2am Now: you tell Pancake "fix the payment crash", you go to bed and
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