Os.the.manager

future multi miljonair. | Be fearful when others are greedy and greedy when others are fearful.

[ZIGChain @ZIGChain]

ZIGChain Summit 2026

One ecosystem.
One mission.
Wealth at Scale.

📅 28.04.26
📍 Dubai
🔗 https://t.co/q2Si5aE8rc

[Os.the.manager @Ossudani]

@bull_boiy @UseRobora @the_small_thing @AIRA_Robonomics @NRNAgents @edgenetwork Bullish Bullish Bullish🚀🤖 $RBR @UseRobora

[bull^-^ @bull_boiy]

key metrics on deRobotics this week [10th-17th jan]

- total robotics market cap➔ ~$946M

- top 5 gainers this week:
• $RBR (@UseRobora)→ +101%
• $ST (@the_small_thing)→ +79.7%
• $XRT (@AIRA_Robonomics)→ +53%
• $NRN (@NRNAgents) → +15.8%
• $EDGE(@edgenetwork) → +13.4%

- top 5 losers this week:
• $DPTX → -52.3%
• $FORMA → -41.3%
• $ATNM → -31.6%
• $TOPS → -29.4%
• $SHOW → -23.1%

[Os.the.manager @Ossudani]

@bull_boiy @UseRobora @the_small_thing @AIRA_Robonomics @NRNAgents @edgenetwork It’s show time $RBR @UseRobora 🤖🚀

[Os.the.manager @Ossudani]

@ZssBecker @ZssBecker that’s true 💪🏾 Robotics session $RBR @UseRobora

[Os.the.manager @Ossudani]

@TedPillows @TedPillows $RBR @UseRobora

[Larry@purewallet @LarryPureLabs]

Robots' Senses: Multimodal Perception Systems

By @LarryPureLabs
Powered by $RBR

@UseRobora pioneers modular robotics by integrating advanced multimodal perception systems, enabling AI-powered robots to sense and interact with the world verifiably on-chain. This is powered by diverse sensors for environmental awareness, force interaction, and self-state monitoring, all feeding into their technology stacks like the Robora Vision Module (RVM) for object detection, segmentation, and pose estimation, compatible with ROS2.

I. Environmental Perception
- Vision Sensors (e.g., depth cameras, LiDAR): Capture light data to build 3D environmental models and identify objects, such as locating an apple. In @UseRobora's RVM, this supports real-time detection and annotation across images, videos, or webcams.
- Hearing Sensors (e.g., microphone arrays): Detect sound waves for voice interactions and sound source localization.

II. Interaction Force Perception
- Torque Sensors (e.g., six-dimensional force sensors): Measure contact forces and torques precisely, like grip strength when picking up an apple.
- Touch Sensors (e.g., electronic skin): Sense surface details such as pressure and temperature for delicate operations.

III. Self-State Perception
- Inertial Measurement Units (IMUs): Track acceleration and orientation to maintain posture, enabling smooth movements like walking to a table and grasping an object.
- Encoders (at joints for proprioception): Convert position and motion into digital signals for machine-readable feedback.

These perception systems form the foundation for @UseRobora's Physical AI framework, where data is trained, configured, and calibrated on-chain for transparency and

Multimodal Large Models
@UseRobora advances this through their VLA SDK, a modular toolkit for integrating Vision-Language-Action (VLA) models into diverse robotic systems like drones, quadrupeds, and

1. LLM (Large Language Model) + VFM (Visual Foundation Model)→ Processes language and visuals separately.

2. VLM (Vision-Language Model)→ Combines vision and language for unified understanding.

3. VLA (Vision-Language-Action Model)→ Extends VLM with action generation; @UseRobora's SDK supports models like Pi0, OpenVLA, and GR00T N1.5, enabling fine-tuning (e.g., via LoRA/QLoRA on datasets like SOARM101), high-frequency inference (up to 50Hz), and simulation in PyBullet/Gymnasium for imitation learning and RL.

4. Multimodal Large Models→ Full integration for complex, embodied tasks, verifiable in @UseRobora's Web3 ecosystem merging AI, robotics, and blockchain.

[Os.the.manager @Ossudani]

@ZssBecker $RBR LOADING 🤖🚀

[Daink @TraderDaink]

The road to $7000 $ETH

[Os.the.manager @Ossudani]

@LarryPureLabs @UseRobora $RBR Time to go back🚀

[Ted @TedPillows]

$ETH 2W Stoch RSI is approaching the bottom zone.

Either the Ethereum local bottom is in, or it could happen in 1-2 weeks.

[Merlijn The Trader @MerlijnTrader]

THIS ETHEREUM MOVE WILL CATCH EVERYONE OFF GUARD.

Same setup. Same disbelief.
But now with more liquidity and institutional firepower.

Break $3,600: We move.
Retest $1,800: I buy $20K more.

You don’t have to follow me.
But don’t say I didn’t signal it either.

[Larry@purewallet @LarryPureLabs]

@LayerAlpha In case people forgot lol $RBR #ISO #RealHardware

[Os.the.manager @Ossudani]

@0xLeoWolfie @CryptoGodJohn @ZssBecker ????

[Merlijn The Trader @MerlijnTrader]

ALTCOIN SEASON STILL ON HOLD.

But the structure is flipping:

Retest, Check
RSI breakout, Check
Monthly support, Check

This isn’t a shotgun market.
It’s a sniper market.

Choose utility.
Wait for BTC.D to crack.

The setup is clean. The flip is close.

[Os.the.manager @Ossudani]

@013Turker It’s do or die brother! Take now extra risk is big money later…

[Os.the.manager @Ossudani]

$RBR

[Larry@purewallet @LarryPureLabs]

🚀 Bullish on @UseRobora's P300(R) module! This game-changer integrates seamlessly with the VLA stack, enabling real-time HD video capture from any camera—robots, drones, or handhelds. Wirelessly stream data to VLA nodes for fine-tuning embodied AI models, closing the sim-to-real gap like never before. Turn users into data heroes for modular robotics evolution! #Robora #VLA #AI #Robotics

[Os.the.manager @Ossudani]

@LLuciano_BTC @LLuciano_BTC yes sir, watch $RBR @UseRobora

[Os.the.manager @Ossudani]

@LarryPureLabs @UseRobora $RBR Showtime 🚀 🤖@UseRobora