--- title: "#vla articles | Hashnode" description: "Explore 7 articles tagged #vla on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/vla" --- Tag # #vla 7 posts · 0 followers [IndraKumar Reddy Guvva](https://hashnode.com/@Indrareddy) · [May 11](https://hashnode.com/posts/gpt-moment-robotics-2026-physical-ai/6a01bddffca21b0d4b0da3de) ### [Three People Who Never Agree Just Said the Same Thing About Robotics](https://indrareddy.hashnode.dev/gpt-moment-robotics-2026-physical-ai?utm_source=hashnode&utm_medium=feed) One of the researchers who defined the modern VLA paradigm. The CEO directing the world's most vertically integrated AI stack. The scientist charting robotics' next decade at the company that builds the hardware it all runs on. Same conclusion. Same week. 12 min read · [indrareddy.hashnode.dev](https://indrareddy.hashnode.dev/gpt-moment-robotics-2026-physical-ai?utm_source=hashnode&utm_medium=feed) [IndraKumar Reddy Guvva](https://hashnode.com/@Indrareddy) · [May 11](https://hashnode.com/posts/vla-jepa-world-models-wam-physical-ai-stack-2026/6a017fcca63f995f5f8e4949) ### [Stop Picking Sides: VLAs, JEPA, World Foundational Models, and WAMs Are All Solving Different Problems](https://indrareddy.hashnode.dev/vla-jepa-world-models-wam-physical-ai-stack-2026?utm_source=hashnode&utm_medium=feed) A no-nonsense map of Physical AI's architecture stack — what each paradigm does, where it breaks, and which one you actually need 19 min read · [indrareddy.hashnode.dev](https://indrareddy.hashnode.dev/vla-jepa-world-models-wam-physical-ai-stack-2026?utm_source=hashnode&utm_medium=feed) [telos](https://hashnode.com/@telos) · [Apr 16](https://hashnode.com/posts/p0-a-general-purpose-robot-policy-via-vlm-flow-matching-physical-intelligences-first-answer/69e099d83b61c7ddf86a7ebf) ### [π0: A General-Purpose Robot Policy via VLM + Flow Matching — Physical Intelligence's First Answer](https://telos-robotics.hashnode.dev/p0-a-general-purpose-robot-policy-via-vlm-flow-matching-physical-intelligences-first-answer?utm_source=hashnode&utm_medium=feed) TL;DR π0 (pi-zero) is a general-purpose robot policy model released by Physical Intelligence in October 2024. The core idea: combine a pre-trained VLM (PaliGemma 3B) with a Flow Matching-based continuous action output — inheriting Internet-scale sema... 9 min read · [telos-robotics.hashnode.dev](https://telos-robotics.hashnode.dev/p0-a-general-purpose-robot-policy-via-vlm-flow-matching-physical-intelligences-first-answer?utm_source=hashnode&utm_medium=feed) [telos](https://hashnode.com/@telos) · [Apr 14](https://hashnode.com/posts/blog-openvla-en/69dec0fa9b87d8aee5a354cc) ### [OpenVLA: How a 7B Open-Source Model Beat a 55B Closed-Source One](https://telos-robotics.hashnode.dev/blog-openvla-en?utm_source=hashnode&utm_medium=feed) Llama 2 + DINOv2 + SigLIP — 16.5 points higher than RT-2-X, fine-tunable on a single GPU 7 min read · [telos-robotics.hashnode.dev](https://telos-robotics.hashnode.dev/blog-openvla-en?utm_source=hashnode&utm_medium=feed) [telos](https://hashnode.com/@telos) · [Apr 13](https://hashnode.com/posts/blog-octo-en/69dcd2097d18fd9d94f4ea26) ### [Octo: Open-Source Generalist Robot Policy](https://telos-robotics.hashnode.dev/blog-octo-en?utm_source=hashnode&utm_medium=feed) 100 demos, 5 hours fine-tuning — the practical start of open-source VLA (NeurIPS 2024) 6 min read · [telos-robotics.hashnode.dev](https://telos-robotics.hashnode.dev/blog-octo-en?utm_source=hashnode&utm_medium=feed) [telos](https://hashnode.com/@telos) · [Apr 12](https://hashnode.com/posts/rt-1-robotics-transformer-en/69dbb0243a9d96bde3ec963c) ### [RT-1: Robotics Transformer for Real-World Control at Scale](https://telos-robotics.hashnode.dev/rt-1-robotics-transformer-en?utm_source=hashnode&utm_medium=feed) The first large-scale proof that transformers work for real robot control — 130K demos, 700+ tasks, 35M parameters 6 min read · [telos-robotics.hashnode.dev](https://telos-robotics.hashnode.dev/rt-1-robotics-transformer-en?utm_source=hashnode&utm_medium=feed)