Sealed as keeper #744 of RYUGAMI ้พ็ฅ.
2,222 dragon gods of the sea, on Robinhood Chain.
@ryugamiNFT#RyugamiDragon
I got my pass. Get yours here: https://t.co/2HkcPn9HB0
RYUGAMI IS NOW OPEN FOR ALL
Explore the mythology
Enter the world, and secure your place ๐
WL Submission is officially live
๐Submit: https://t.co/Mx24vnWXgX
What Happens After Post-Training Data Collection?
Since launching Axis V2, human-gated DAgger correction has been a core part of our data engine. In this thread, we share a series of experiments exploring how to best process and use post-training data.
The core finding: not every human intervention helps. But if you verify which specific actions actually change the outcome โ and train only on those โ the improvements are real and they scale.
Results:
- 660 corrections collected โ 161 (24.4%) entered training
- Each training snippet is ~0.8 seconds
- Naively imitating full human trajectories dropped success from 40.0% to 36.7%, while 161 verified snippets lifted the three-seed average to 48.3% on the same evaluation set โ and reached 48.8โ52.5% across three seeds in a separate paired evaluation.
Read the full blog: https://t.co/ASYarP7CgU
Details below โฌ๏ธ
Been looking into the intersection of AI and robotics lately, and this is super interesting. @BitRobotNetwork just launched their rewards programโtheyโre building a decentralized network on @solana to accelerate Embodied AI research. ๐ค
Backed by Fabric Ventures and Solana with $8M in funding, and co-developed with @frodobots and Protocol Labs.
Co-founder @micoolcho says theyโre connecting robot fleets, devs, and AI models. Definitely one to watch!
The race to solve the AI data bottleneck is getting creativeโฆ Just looked into BitRobot, a crowdsourced robotics lab on Solana where you can teleoperate real sidewalk rovers to earn rewards. ๐คโก๏ธ
If you want to get involved and start earning Bolts, hereโs how to join:
1๏ธโฃ Create your account & link your wallet
2๏ธโฃ Connect Discord + Axis Robotics
3๏ธโฃ Create your Access ID card
4๏ธโฃ Start completing tasks to earn Bolts!
Check it out here: https://t.co/VOsb9nYxYr (Use code: OLNCHIK)
Always fascinated by how we're actually going to train the next gen of robots. BitRobot is crowdsourcing data for embodied AI, and they just teamed up with @axisrobotics . If you link your accounts, you can double dip on those 'Bolts' reward points. Pretty cool to see this ecosystem scaling up! ๐ฅ๐ค
https://t.co/LBZOpCiCKs
$AXIS TGE in Q4 2026? Nothing official yet but the rumor mill is grinding. If you want to position yourself for the airdrop, here's 3 things you can do right now:
Earn Points on Axis Hub (tasks + referrals = more points)
Join the Discord & get active. Try to grab those X, Y, & Z
Axis roles, but keep expectations in check since nothing is confirmed.
Pay attention to the @axisrobotics ร @KaitoAI Campaign.
We've been talking so much about the future of robotics lately! @axisrobotics is building the actual infra for physical AI (already raised $12M and #2 on Base!). Their Kaito campaign is officially live with 0.25% of $AXIS supply allocated for the top 500. Still early ๐
Are we grinding this or waiting for official word?
https://t.co/LBZOpCiCKs
Introducing the axis content creator program with @KaitoAI. @axisrobotics giving away 0.25% of the $AXIS supply to lore writers, fully unlocked at TGE. epoch 1 is officially live until sept 18th. Time to cook.
https://t.co/8GAwAIBMK5
Wanna get involved with axis? hereโs the play:
Apply on the event page to get your kaito short link. post about axis on here, then submit up to 10 tweets per season on kaito studio (they only count your top 6). Use your link to invite ppl to do axis tasks.
Pro tip: you don't have to put the ref link in every single tweet. once they use it, they're permanently attributed to you.
Want to boost your campaign mindshare? Itโs all about the math. ๐
Your overall score = Kaito Mindshare Score ร Axis Referral Multiplier.
How to win:
Submit killer posts to pump up your Kaito Mindshare Score.
Just to clear up some confusion on how Trajectories actually score... it's not enough to just invite someone. They have to complete the Axis task and sign it on-chain. No on-chain signature = zero credit. Use your Kaito short link to make sure you're getting the points, especially since Axis points will be credited retroactively once account linking is live! ๐
Got the details on the $AXIS rewards breakdown. Theyโre allocating 0.25% of the total supply for this.
The twist? No per-season payouts. Your final ranking across all Epochs is what actually matters.
The split:
Top 1-100: sharing 0.10%
Top 101-500: sharing 0.10%
Kaito Stakers: sharing 0.05%
Claiming starts at TGE w/ a 2-month window. Don't miss the deadline lol
https://t.co/LBZOpCiCKs
Axis Robotics Creator Airdrop is Now Live.
@axisrobotics partnering with @KaitoAI for a creator airdrop is pretty neat. 0.25% of the supply fully unlocked at tge and the scoring is basically mindshare multiplied by referrals. epoch 1 is live until sep 18
Apply here: https://t.co/8GAwAIBMK5
Kaito epoch strategy is pretty straightforward. submit up to 10 posts, top 6 count.
But the multiplier is what actually scales your score:
Final Score = Kaito Mindshare * Axis Referral Multiplier
every referral that joins via your link and does an axis task (onchain sig) boosts your multiplier. you also get retroactive axis points for them once account linking goes live. pretty clean setup.
Join Axis Robotics: https://t.co/LBZOpCiCKs
Hey, I've joined the @Canborsa_DEX Points Program!๐
Currently holding #561 on the leaderboard with 17,725 points.
Complete simple social and onchain quests, and start earning.
My ref link: https://t.co/PDRKNFymZm
"Onchain trading quests" is such a funny way to rebrand high-leverage gambling. @Canborsa_DEX
Instead of feeling bad about losing your rent money on a perp trade, youโre just "completing quests" to level up your character.
Genius marketing honestly
Fortune Festival is finished โจ
Huge thank you to everyone who traded, competed, and celebrated with us. You made our first festival one to remember ๐
Fortune Festival competition results:
โช๏ธ $4.5M+ trading volume
โช๏ธ 10K+ trades
โช๏ธ Top asset: $CC with $1.5M in perp volume
๐ Top Trader of the Season: @GlenCam27478602
๐ Top Trading Community of the Season: @ChinaOnCanton
And the rewards don't stop here ๐ฅ We've activated new onchain trading quests covering 30+ newly listed assets on Canborsa.
Trade the new markets and earn 200 points for every $100 in volume.
This was only our first festival. More events, more markets, and more bullish updates are on the way, so stay close ๐
Amadeus Hub Open Beta Season 1, one week in:
๐ค 37,052 agents created
๐ 38,432 deployed
๐ท34,385 wallets built
๐34.4M PRIME Points minted
๐ 23,729 holders
๐ฅ118k DAU as of yesterday
Quests are still live, referrals pay 20%. If you're on desktop, update your AMA wallet extension to see your PRIME balance.
https://t.co/scgdX2fOSu
Amadeus Hub Open Beta Season 1, one week in:
๐ค 37,052 agents created
๐ 38,432 deployed
๐ท34,385 wallets built
๐34.4M PRIME Points minted
๐ 23,729 holders
๐ฅ118k DAU as of yesterday
Quests are still live, referrals pay 20%. If you're on desktop, update your AMA wallet extension to see your PRIME balance.
https://t.co/scgdX2fOSu
This is a massive breakthrough.
In just a few years, weโll have autonomous AI agents capable of completely automating the process of sitting in a local coffee shop for 6 hours pretending to work on a pitch deck.
THIS IS THE ONLY WAY IN BEFORE THE FIRST AI TOKEN ON ROBINHOOD CHAIN GOES LIVE.
the page in this clip = the quest. token launch is next week. once it drops, early access is over.
๐ Want to be early?
โข Complete the quest. Unlock early access before the public launch.
โข Skip it and you buy after the announcement - same token, wrong side of the wick.
โ Start the quest: https://t.co/HR03kRDPgQ
full breakdown in the article below.
the crowd's still scrolling. the early ones already opened the tab.