Tangukof

CRYPTO AND NFTS
azuki forever

[Axis Robotics @axisrobotics]

From Digital Twins to Data Engine: Cutting the Real-Data Burden with Sim-Powered Robot Learning

Teaching a robot a new task could take hundreds of teleoperated demonstrations. For foundation models, adapting to an entirely new robot can cost orders of magnitude more — dedicated hardware, trained operators, months of engineering.

On @boosterobotics' dual-arm robot, we studied this at two levels:

✱ Specialist: Can task-aligned simulation mixed with a small set of real demonstrations reduce the real-data burden?

✅ Yes. With only 10 real demos, the policy made no contact at all in physical rollouts (0/20). Adding 50 simulated trajectories brought contact to 17/20.

✱ Foundation: Can data accumulated across tasks build a reusable starting point (a Booster-specific model prior)?

✅ Yes. After full-parameter continued pretraining, a model adapted with just 30 demonstrations per task beat the original given twice as many: 14/16 vs 10/16 in simulated evaluation. Before any task-specific adaptation, in zero-shot simulation, it was already roughly 3× closer to the target (17.27 cm → 5.78 cm).

This work runs on Axis Suite, our Physical AI solution across different robot embodiments. Distributed contributors generate task-aligned sim data on Axis Hub at scale, reducing real-data needs for specialist adaptation while powering cross-embodiment generalist training.

Read the full blog: https://t.co/gRVi2LZnaJ

[Soul Labs @0xSoulProtocol]

As we prepare for the upcoming $SO Public Sale, our partner @xLaunchpadApp has officially kicked off their KYC process, allowing participants on their platform to start verifying their identity ahead of the raise.

For those using the @0xSoulProtocol Platform, KYC will open directly when the sale goes live on May 16th.

[Tangukof @Tangukof]

@monad_xyz 0xbc6d452FFA2261de23009F2d7cfE865fa05cfcB7

[Tangukof @Tangukof]

When you get up and say the creed
"I believe in RedStone, the Oracles almighty
Maker of data for DeFi and institutions”
You are really saying
“I fervently wish that there exists a RedStone Oracles almighty” et cetera

Becausе if you really have faith you don't need to believe

[Tangukof @Tangukof]

RedStone enhancing top-tier security with @eigencloud's $14B economic security as the first major infra provider to deploy an AVS.
https://t.co/1HS2QNcwNw

[RedStone ♦️ @redstone_defi]

Introducing RedStone AVS.

Strengthening RedStone's best-in-class security with EigenLayer's $14 billion of economic security.

RedStone is the first major infra provider to deploy an @eigencloud AVS.

RedStone AVS is coming to @ether_fi's weETH feed, only on Ethereum and @Base.

[Tangukof @Tangukof]

@redstone_defi Watch closely. You might witness greatness.

[Tangukof @Tangukof]

wen?

[Tangukof @Tangukof]

RedStone.

[Tangukof @Tangukof]

Can’t wait to dive into Swellchain! Don’t miss out on learning all about Swell’s Layer 2!

[RedStone ♦️ @redstone_defi]

Join us tomorrow at 4 PM CET for our space to learn all about Swell's ✨new✨ Layer 2, Swellchain!

The guests 💡
@swellnetworkio
@EtherFi
@ionicmoney

See you there ✅
https://t.co/85SZsPeMSd

[Tangukof @Tangukof]

RedStone’s rebranding is here! Can’t wait to see how this new chapter unfolds—exciting times ahead!

[Tangukof @Tangukof]

do you understand RedStone?

[Tangukof @Tangukof]

Redstone Oracle is the best

[ISTONEY🧊♦️Redstone fan art♦️(wartime arc) @altcoinFX]

_Redstone Oracle|最強のもジューラーオラクルを知っているか？
https://t.co/qFJnhuAVpO
https://t.co/qFJnhuAVpO

[Tangukof @Tangukof]

Big things are coming in 2025.

[RedStone ♦️ @redstone_defi]

RedStone supports $BIO price feed by @bioprotocol, a new home for decentralized biotech 🧬

[Tangukof @Tangukof]

Read more here

[Ikar | 🐉 | @reverberator75]

🌐 I have some great news to share with you!
Our ecosystem is growing and evolving rapidly.
I would like to introduce you to one of our partners @bemo_fi!

⚡️ I'm sure this will further attract new participants in the cryptocurrency world!
Read more here ⤵️
1/5
♦️ @redstone_defi

[Tangukof @Tangukof]

Bemo is the first non-custodial liquid staking protocol on TON.

[RedStone ♦️ @redstone_defi]

RedStone 🤝 LST

RedStone now supports $stTON price feed, Liquid Staking Token by @bemo_fi. Bemo is the first non-custodial liquid staking protocol on TON.

We're committed to support LST ecosystem on @ton_blockchain 💎

[Tangukof @Tangukof]

get in the last carriage!

[Orangeee♦️ @Orangeee_24]

A new year has begun and with it, new opportunities!

RedStone Expedition continues!

This is the last Season 3, get in the last carriage!

Read more👇

[Tangukof @Tangukof]

Amazing Miners Content

[RedStone ♦️ @redstone_defi]

BREAKING: The Red Holiday RedStone Campaign just wrapped with mind-blowing numbers 🤯

• 14,000+ Miners
• 12 Days
• Countless Hours of Fun
• Amazing Miners Content
• Huge amounts of RSG ♦️

Dive deeper 🧵👇

[Tangukof @Tangukof]

Happy new year, no time to rest

[Tangukof @Tangukof]

just wrapped

[RedStone ♦️ @redstone_defi]

BREAKING: The Red Holiday RedStone Campaign just wrapped with mind-blowing numbers 🤯

• 14,000+ Miners
• 12 Days
• Countless Hours of Fun
• Amazing Miners Content
• Huge amounts of RSG ♦️

Dive deeper 🧵👇

[Tangukof @Tangukof]

only one way to be happy

[0xMillanito @0xMillanito]

Even if you are a Chill guy, you always need a friend like Stoney;
there is only one way to be happy and the one is being friendly with Stoney and @redstone_defi !