
Crypto | web3 Expert | Content Creator |Entrepreneur | NFT Collector | Contributor @Axisrobotics
Joined October 2016
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- Following3.8K
- Followers3.7K
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$AXIS
One thing I think Physical AI will eventually have to solve
A robot's failure may be more valuable than its perfect attempt
A successful trajectory tells a model what worked
But a failed attempt can reveal where the model's understanding breaks - the wrong grip bad timing unexpected object movement or a decision that looked reasonable but failed in the physical world
That's why I find @axisrobotics interesting beyond the raw number of trajectories
If failures can be captured structured and turned into useful training data the dataset stops being just a collection of demonstrations
It becomes a record of where intelligence still breaks
And that could be far more useful for improving Physical AI than simply collecting more successful examples
The real question for me
Can we turn robot failure into a repeatable learning signal?
That's the part I'll be watching 🦾
@KaitoAI
Joining Link :- 1 : s.kaito.ai/N8keZfH
2:- s.kaito.ai/6Q4NBL
#Creator #AXISROBOTICS #axisrobotics #AI #robot
One thing I look for in any Web3 project is whether its community has something meaningful to talk about beyond rewards.
For @FungoLabs , I'm interested in seeing how the ecosystem develops and what people actually build around it.
A creator campaign can bring attention, but attention alone doesn't create long-term value.
The real test is whether that attention turns into genuine participation, useful discussions and a community that stays active.
I'm here to explore, learn and share my own perspective along the way. 🍄
A strong community is not built by people posting the same announcement again and again.
It grows when people take the time to understand a project, ask better questions and share what they genuinely discover.
That's the part of @FungoLabs that interests me.
The creator campaign gives people a reason to contribute, but the real value should come from the quality of those contributions.
With 3% of the total supply allocated to the campaign and up to 5 eligible posts, there's room to participate thoughtfully.
I'd rather share something useful than post just to fill a leaderboard.
Most campaigns reward attention. The interesting part is how you turn that attention into something meaningful.
That's what caught my eye about @FungoLabs .
The creator campaign gives the community a chance to contribute through content and compete for rewards.
A few things worth noting:
3% of total supply allocated to the campaign
Up to 5 posts eligible
Posts from November 1 onwards count
Rewards based on the leaderboard
I'm not here just to chase numbers. I want to understand the project, share genuine insights and grow alongside the community.
Let's see where this journey goes. 🍄
300M $FUNGO for just 5 posts? 👀🟨
Something interesting is happening with @FungoLabs
Their X campaign is now live and they're putting 300,000,000 $FUNGO into the creator reward pool
Getting started is pretty simple
→ Connect your X account → Link your EVM wallet → Create your best content about FungoLabs → Submit up to 5 post links
Few important details
Only posts from Nov 1 2026 at 14:00 UTC onwards count
Leaderboard will be revealed after the campaign ends
Rewards will be distributed at TGE Quality of your contributions matters more than just posting for numbers
What I like here is that you don't need to flood X with 20-30 posts You get 5 chances to show what you actually know about the project
I'd rather make 5 meaningful posts than 30 posts with the same airdrop hype
Already joined and looking forward to see how this campaign plays out
Let's see who makes it to the leaderboard 🟨
Join here 👇
fungolabs.org/launchpad/c/cf…
@zama
Been looking into @FungoLabs and one thing really caught my attention.
Most NFTs expose everything publicly. Your traits and rarity can be checked by anyone
But what if you could own an NFT without revealing everything inside it?
FungoLabs is exploring this with Zama FHE
NFTs can stay encrypted while smart contracts still work with that data. The owner gets control over what stays private and what gets revealed
I think this opens some interesting possibilities for NFT gaming and sealed auctions
Another thing worth watching is the FungoLabs Launchpad and its announced Genesis holder revenue-sharing model
The real test now is adoption and how much activity the ecosystem can bring.
Privacy should not make NFTs less useful It should give users more control
Thats what makes $FUNGO worth keeping an eye on 🟨
@zama #FUNGO #Zama #NFT #Web3
Avinash Gupta retweeted
🟨 $FUNGO X Campaign is live!
Reward pool: 300,000,000 $FUNGO
→ Connect your X on Fungo Campaign
→ Submit your 5 best Fungo posts
Posts from 2026-11-01 14:00 UTC onward count.
Leaderboard revealed when the campaign ends. Rewards hit your wallet at TGE.
fungolabs.org/launchpad/c/cf…
I just joined the PickRush mine on Robinhood Chain. 3,000 free Genesis Shovels for the first miners. Claim yours: pickrush.org/?ref=0x93ea740b
Avinash Gupta retweeted
Introducing Primus Confidential Finance (dapp.primuslabs.xyz), where privacy meets transfer and yield on-chain.
We're excited to announce a collaboration between Primus @primus_labs, Unitas @UnitasLabs, and United Stables @UTechStables to launch a Confidential Finance Product on @BNBCHAIN, powered by the Fully Homomorphic Encryption (FHE) technique.
This isn't just another confidential transfer or on-chain vault. It's a new standard for how private, compliant, and capital-efficient on-chain finance can work. 🧵
Huge Price Pool
Joining Link:- rarelist.io/r/avinash07gupta
Let's build together Guys .... more Opportunities Soon
Join the Rarelist Referral Party! ✨
rarelist.io/projects/rarelis…
Bring good people in with your personal link.
Climb the referral leaderboard.
Prize pool: 1,000 USDT
End date: October 28
Most NFTs are built to be held @conso_xyz is exploring a different idea with CONSO BOTS
The part that caught my attention isn't just the 5,555 supply or the free mint for eligible X accounts
It's the idea behind them reputation-backed collectibles designed to run mobile nodes for the CONSO Network built on Sui and secured through Walrus
That connects digital identity with something more functional than ownership alone
If consumer reputation is going to become portable across platforms the infrastructure supporting it matters just as much as the profile users see
Mint is listed as coming soon with GTD + FCFS access
I'm curious to see how CONSO turns this concept into a working network, because execution will matter more than the collectible itself
Avinash Gupta retweeted
Product Update 🛠️
We've refined how the wheeled Franka drives and how the arm resets:
1️⃣ Wheeled Base Joystick: A new virtual joystick in the UI lets you drive the wheeled Franka forward and backward, and steer left and right.
2️⃣ Smoother Arm Reset: The arm's return-home button now controls the joints directly, making the motion back home much smoother.
2+ hours left to submit your post link on Kaito for @axisrobotics @KaitoAI
One thing I find interesting about Axis is that real world AI doesn't improve just by making models bigger. It needs better data from real tasks including failures corrections and repeated attempts
Every useful robot trajectory can teach a model something about how the physical world actually behaves The challenge is turning that data into better performance not just collecting more of it
That's why I'm watching Axis beyond the campaign itself The real test is how far this data engine can push Physical AI forward
If you've been contributing don't forget to submit your post link on Kaito before the deadline Every last hour counts
#AxisRobotics
#AI #Robot #KAITO #Creators
Prediction markets hit different when you can test your own calls 👀
@Wahoopredict lets you explore markets on everything from current events to entertainment and put your predictions to the test
I like the idea of turning opinions into actual decisions instead of just arguing on the timeline.
Going to explore what the market gets right and where my instincts fail
Check it out 👇
wahoopredict.com?r=o-lJWi_sq…
Last day for @axisrobotics 👀 × Kaito Campaign @KaitoAI
A robot's failure is only wasted data if we learn nothing from it.
Every trajectory can help reveal what went wrong what needs to improve and how the next attempt gets closer to success
Submitting mine today Physical AI moves forward one lesson at a time
Don't forget to submit your post and sign eligible trajectories before the deadline🦾
Real creators shouldn't have to compete with fake engagement. Let the work speak for itself and let the rankings reflect it. 👏
@axisrobotics
@KaitoStudio_ @KaitoAI
📢 Axis Creator Program Update
Epoch 2 closes in under 24 hours (Oct 18, 12:00 UTC). Remember to create and submit your content on @KaitoStudio_ before it ends.
We're working closely with the Kaito team to review and fine-tune the leaderboard. Cheating accounts will be removed, and creators who put in real work will get the rankings they deserve.
Thanks for your patience.
Avinash Gupta retweeted
📢 Axis Creator Program Update
Epoch 2 closes in under 24 hours (Oct 18, 12:00 UTC). Remember to create and submit your content on @KaitoStudio_ before it ends.
We're working closely with the Kaito team to review and fine-tune the leaderboard. Cheating accounts will be removed, and creators who put in real work will get the rankings they deserve.
Thanks for your patience.
Introducing the Axis Content Creator Program: The Katalyst for Physical AI
Partnering with @KaitoAI, we are rewarding Axis lore writers with 0.25% of the $AXIS token, to be fully distributed at TGE.
Epoch 1 is now live and runs until September 18th at 12:00 UTC.
We appreciate your efforts in helping Axis grow and push the frontier of physical AI to new heights.
Let’s dive into the campaign details:
Planning gives robots a goal. Reinforcement learning teaches them how to handle reality..
@axisrobotics
This demo shows reinforcement learning running the full control loop for a dual-arm robot: picking up a kettle and pouring water.
It highlights how much RL can bring to dynamics adaptation, disturbance recovery, and complex contact control. This is the same direction behind Dyna-2.1 from @DynaRobotics.
We're building Agentic Planning + Conditioned RL Skills, where the skill is the unit of capability: the agentic layer plans and generates goals, and RL turns them into reusable, generalizable execution.















