RUBEL 🍌

Crypto & Web3 Storyteller | Fan of 𝐁𝐀𝐘𝐂 • 𝐌𝐀𝐘𝐂 • 𝐍𝐅𝐓𝐬 | Content Creator | DM 📩 for collab

[RUBEL 🍌 @rubel404]

What happens when a robot fails to complete a task? 🤔

Think of a robot trying to pick up a cup but grabbing it at the wrong angle.

It fails. But that doesn't mean the learning process has to stop there.

In robot training, human feedback can help identify what went wrong and demonstrate a better way to perform the task.

This is one of the interesting ideas behind robot post-training.

Axis @axisrobotics Robotics explores workflows where a robot can attempt a task in simulation, while a human can step in to correct its actions when needed.

Those corrections can provide useful examples for improving future training.

Of course, one correction won't magically make a robot perfect. It takes repeated practice, good data, and careful testing to make robots more reliable.

But think about the bigger picture.

Instead of treating every mistake as a dead end, we can use it as another opportunity to learn.

That's an important part of building robots that can handle more than just ideal conditions.

Because smarter robots won't come from successful attempts alone.

They'll also come from learning what to do when things go wrong. 🦾

gRobotics

[RUBEL 🍌 @rubel404]

The next generation of industrial robots is getting closer.

@standardbots has opened its AI platform to the public after beta trials with customers and production-grade testing.

Making AI robotics more accessible could unlock new possibilities for industrial work.

[RUBEL 🍌 @rubel404]

The next generation of industrial robots is getting closer.

@standardbots has opened its AI platform to the public after beta trials with customers and production-grade testing.

Making AI robotics more accessible could unlock new possibilities for industrial work.

[RUBEL 🍌 @rubel404]

@AdeovaX @Bullishgrid Green light illuminating the destination makes the journey worth it

[RUBEL 🍌 @rubel404]

@MiftahulEth1 @vangrid_io Blurring faces and license plates before encoding is clever

[RUBEL 🍌 @rubel404]

@jeniferweb3diva @0xhazels Verifying wallet ownership really adds trust to community roles

[RUBEL 🍌 @rubel404]

@Shahzaib0x @Americanfort_io How does Send to Name find balance between privacy

[RUBEL 🍌 @rubel404]

@0XCoreLegacy @FomiesNFT @agudcompany @muchl33t File pending since Day 1 feels unfair to me

[RUBEL 🍌 @rubel404]

@Subit_Crypto @NucleusCodes How does wallet activity show contribution without context

[RUBEL 🍌 @rubel404]

@trkweb3 Beta FortressNames on the beta network can’t do real transactions

[RUBEL 🍌 @rubel404]

@Nuvhub @axisrobotics 660 corrections to 161 snippets shows targeted data effectiveness

[RUBEL 🍌 @rubel404]

@MisterSrab5888 @axisrobotics Season 1 rewards release 50 percent after TGE

[RUBEL 🍌 @rubel404]

@olaolorun0 Escrow keeps the money safe until everyone is satisfied

[RUBEL 🍌 @rubel404]

@0xmim9 @PlayOnMint Checking XP leaderboard is smart before making moves

[RUBEL 🍌 @rubel404]

@sraboni_web3 @axisrobotics October 18 at 12 00 UTC gotta double check signatures

[RUBEL 🍌 @rubel404]

@SahelWeb3 @vangrid_io Verifying contributions quickly is key for scaling data quality

[RUBEL 🍌 @rubel404]

@Ucaird_zenith @Americanfort_io Zero knowledge proofs could really change the game here

[RUBEL 🍌 @rubel404]

@Mrkage077 @1winToken Building trust through transparency should be the main goal

[RUBEL 🍌 @rubel404]

@Echoaeth What makes SOL your go to for trading today

[RUBEL 🍌 @rubel404]

@Zamaneth7 @NucleusCodes On chain identities really change how we trust contributions

[RUBEL 🍌 @rubel404]

@Dopportunist1 @parimatch How many points do slots give for double rewards