Sittcomm

This week at Robora we focused mainly on development. Our work went into improving the core tools that power the platform, from managing models and fine-tuning capabilities to 3D mapping and computer vision. We also expanded our network by joining new real-world AI initiatives and kept working on connecting research with practical robotics applications. Here are the key updates: - Published a Robora Development Update, sharing progress across the platform: added model weights management with Hugging Face integration, built an early CLI tool for developers, set the plan for the fine-tuning SDK with imitation learning and RLHF in PyBullet, and started work on a 3D Mapping SDK to generate real-world environments. - Robora joined the Real World AI Foundry, a global initiative led by @iotex_io alongside partners like Vodafone, Filecoin, and Theta. This collaboration helps create open standards and frameworks for real-world AI and supports our mission to connect physical systems with intelligent agents. - Released our September Monthly Recap, highlighting the latest development updates and providing an overview of where the platform is heading next. - Announced that our collaboration with universities on the Robora Vision Module is close to completion. This open-source computer vision system gives robots the ability to see and understand the world in real time and will soon be presented together with the researchers and partners who contributed.

The Robora Vision Module (RVM) is a plug-and-play component for modular robotics, part of Robora’s Physical AI framework. Each module can operate independently or collaborate in orchestrated systems. The rvm Python package includes: rvm-detect: object detection and annotation (images, video, webcam) rvm-segment: image segmentation with SAM for ROI mask generation rvm-markers: fiducial marker and barcode detection for pose estimation and calibration rvm-eval-coco: optional benchmarking on COCO datasets with HTML reports Beyond CLI tools, RVM is extensible and allows developers to integrate or extend it for custom robotics projects. The RVM is fully compatible with ROS2, making it ready for real-world robotics integration. Next up: expanding our plug-and-play Physical AI with new modules in development. 🔗 GitHub: github.com/RoboraDev/Visi…

Its weekend and $RBR doing ATH after ATH. Good stuff done by the team and @LarryHashpowerX who is supporting them from the Inclusion Conference!

@LiquiHUB_io x @MessierM87 LiquiHUB has added a pool on p2p.messier.app Start trading $LIQUI with zero slippage and no buy or sell taxes directly at: p2p.messier.app/pools/LIQUI_US…

M E S S I E R | P2P Liquidity Provider We welcome LiquiHub as our newest liquidity partner on the P2P Exchange. Start trading $LIQUI with zero slippage and without buy or sell token taxes at: p2p.messier.app/pools/LIQUI_US… LiquiHub is your all-in-one ecosystem designed to empower developers, investors, and crypto projects with the tools and opportunities they need to succeed in Web3. What it offers: ▪️ DeveloperHUB ▪️ Liquidity-Locked Marketplace ▪️ RWA Investment Platform ▪️Project Incubation and support ▪️Unified Web3 Ecosystem @LiquiHUB_io exists to bridge the gap between builders, users, and investors in the Web3 space.

LiquiMarket Updated to V1.2 What’s new in this version: • Fixed major backend bugs • Optimized integration with LiquiMarket Alert Bot • Improved responsiveness between frontend and backend LiquiMarket is now actively used by 3 project builders who have listed their locked LPs on the platform. We also invite coin builders whose projects are finished or inactive to sell their locked LPs through our marketplace. Security has been strengthened with both co-founders completing KYC verification through @AssureDefi, ensuring trust and transparency for the community. Slow but steady, we continue to enhance the functionality of every product we build to ensure a stronger and more reliable ecosystem.

LiquiMarket Updated to V1.2 What’s new in this version: • Fixed major backend bugs • Optimized integration with LiquiMarket Alert Bot • Improved responsiveness between frontend and backend LiquiMarket is now actively used by 3 project builders who have listed their locked LPs on the platform. We also invite coin builders whose projects are finished or inactive to sell their locked LPs through our marketplace. Security has been strengthened with both co-founders completing KYC verification through @AssureDefi, ensuring trust and transparency for the community. Slow but steady, we continue to enhance the functionality of every product we build to ensure a stronger and more reliable ecosystem.

Live from the Inclusion Conference, @LarryHashpowerX shares an update with the Robora community. Bipedal robotics, global manufacturing, and the momentum we’re building were all in focus. We are already in active discussions with several major manufacturers, and the level of interest continues to grow. One of these discussions is moving toward a major partnership, which we look forward to announcing soon. Through these efforts, Robora is working to bring Web3 into the broader robotics space, creating new opportunities where decentralized infrastructure and physical AI converge.