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
Axis is officially LIVE on @base. 🔵
Axis is scaling Physical AI for the real world, contributed by everyone.
You can control robots in a virtual world, generate training data at scale, and help build the brain behind tomorrow's robots. All from browser. No hardware needed.
Start building robotics intelligence today: https://t.co/xeQnZzV2WM
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TermMax is launching a Booster program on @BinanceWallet.
Complete five tasks or post on Binance Square to share 2,000,000 $TMX.
Aug 17 07:00 UTC to Aug 24 23:59 UTC
I just minted 1,357 $REIGN and unlocked Veteran rank on @xreign_app, with a 6 $USDT starting bonus.
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The quietest farm on CT right now — and people are still sleeping on it.
No whitelist. No gas wars. No 47-step quests. No deposit.
You open https://t.co/Sbb3EVrHZR, look at the BTC chart, and answer one question: up or down in the next 15 minutes?
Right call → $TREND lands in your balance.
Stack it → Trend Boxes start opening.
And inside those boxes… let's just say nobody's opening them for the animation. Real $SOL drops out, straight to your wallet.
24 hours since launch — and the withdraw tab hasn't had a single quiet minute.
So the only real question left: why isn't your $SOL claimed yet?
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You're early. For once, that's on the record. ⏳
XREIGN turns your account's age, reach and reputation into $REIGN. You know this by now.
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→ ??? — one sealed badge. Only the final tier of Crown Season I reveals it.
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This time, early is a badge no one can ever earn again. 👑
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150,000 predictors. 🟠
TrendBTC just crossed 150K users. In the last 24 hours alone: 17,950 new signups and 55,536 predictions called. The first BTC prediction market on Solana isn't coming soon — it's here, and it's crowded.
Real talk: the last 24 hours weren't smooth. The wave of new users pushed the system harder than it's ever been pushed, and some of you hit lag, failed loads and "offline" errors. That's on us, and we're sorry. It's stabilized now — rounds are running clean and the infra is scaled for the crowd.
While we were at it, we shipped the biggest change yet: the prediction engine is now fully dynamic.
Every call is now weighted by two things:
• When you call it — earlier predictions carry more weight. Wait until the round is almost closed and your weight decays.
• What the crowd does — your position is measured against everyone else in the round.
So the game got deeper. Call it early and against the crowd, and you're at the top of the round. Pile onto the obvious side at the last second, and you're just one of many. Timing and conviction now both matter — this is a real market, not a coin flip.
150K in. Infra scaled. Engine rebuilt. And this is still day one.
Fast rounds. Live now. Way more coming.
https://t.co/Sbb3EVsfPp
100,000+ badges minted. ⌛️
In days. Not months — days. That's how fast people showed up to claim a permanent mark on their profile.
But one badge isn't like the others.
Every badge on XREIGN can be earned again. Play, refer, spin, climb — the door stays open.
Origin doesn't.
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And it's the 19th.
Origin seals tomorrow. Whoever's in is in — first access to every drop and season that follows, and a core input to your $REIGN allocation at TGE. Whoever's out watches it happen.
100,000 people already have their record. The last ones to ever earn Origin are being written right now.
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One speed was never enough.
TrendBTC now runs three BTC markets in parallel: 5 minutes, 15 minutes, and 1 hour. Live right now, side by side, all paying $TREND.
5m — pure reflex. The round is over before your coffee cools.
15m — the classic. Where 150K predictors made their name.
1h — for those who read the trend, not the candle.
Same engine everywhere: call it early, call it against the crowd, and the round weights you for it.
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And we're just getting started. The update pipeline is longer than the roadmap you've seen — way more coming.
https://t.co/Sbb3EVrHZR
I just minted 1,357 $REIGN and unlocked Veteran rank on @xreign_app, with a 6 $USDT starting bonus.
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On Grvt, every dollar does more.
We’re building a platform where capital can trade, earn yield from real-world assets, and work harder through capital-efficient products.
Together with @BinanceWallet, we’re launching a Booster Campaign.
🗓 10 July 2026, 07:00 UTC - 17 July 2026, 23:59 UTC
💰 1,500,000 $GRVT token, distributed on TGE day
No trading required. No deposits required.
How to join 👇
1️⃣ Open Binance Wallet → Discover → Booster
2️⃣ Complete the missions
3️⃣ Rewards unlock on TGE day
#Grvt $GRVT
9 years of innovation, trust, and opportunity! 🎉
For me, Binance is much more than a crypto exchange. It's where I learn, trade, earn, and grow every single day.
Over the years, Binance has connected millions of people worldwide, empowered communities, and opened countless opportunities in the crypto ecosystem.
Congratulations on an incredible journey! Here's to building an even stronger future together.
Happy 9th Anniversary, Binance! 🥳
Built by you. Built with Binance. 💛
#BinanceTurns9 @binance #Binance #Crypto #Blockchain #Web3
Exclusively on Binance Wallet: the Catapult Trade campaign is now live
🎁 Join to earn your share of a 1,666,667 PULT token reward pool
📜 Campaign Period: June 24th 15:00 UTC – July 1st 23:59 UTC
Details in comment!
1,666,667 $PULT up for grabs
Catapult Trade x @BinanceWallet are running a 7-day social airdrop campaign open to Binance Wallet users. 10,000 participants will be selected to share the full reward pool, with each winner receiving an equal cut.
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Selection is based on Binance Chain Hash Value, so the process is transparent and on-chain.
$PULT tokens will be distributed to winners by Binance shortly after token launch.
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Full details on participation: https://t.co/m92wgWg4lm
Nesa × @BinanceWallet Booster Campaign is here!
Entry: Binance Wallet App -> Homepage Banner OR Discover -> Booster -> Nesa Booster Campaign
Rewards: 1,000,000 NES for 50,000 Winners
Start: June 23 04:00 UTC+0
End: June 24 03:59 UTC+0
Eligibility: Binance Keyless Wallet users with at least 2 Alpha Points
Join Nesa as it powers the largest decentralized AI ecosystem backed by a privacy-first Layer 1 serving the Fortune 500.
Arcium × @BinanceWallet Booster Campaign is live.
Eligibility: Binance Wallet MPC Wallets with at least 2 Alpha Points.
Rewards: 1,500,000 ARX for 50,000 Winners
To join, go to Binance Wallet App - Discover - Booster - Arcium Booster Campaign.
We got 7. The last one is up to you.
Submit an image of your design for the secret 8th edition and win a set of Binance blindbox (10 winners.)
To join:
🔸 Follow @Binance_intern + RT this post
🔸 Comment below with your design image
🔸 Fill in the survey: https://t.co/mpDuRF83qB
Activity period: 12 June 6:00 UTC - 19 June 23:59 UTC
@Binance_intern 🎁 Just opened another Binance Blindbox and the excitement is always real! Every box is a surprise, making the experience fun and unpredictable. Whether it's a rare reward or a common one, every reveal is part of the adventure. Looking forward to seeing what comes next
zkPass × @BinanceWallet Booster Program - Phase 3 is live.
🔸 Starts Jun 11, 7AM UTC
🔸 Eligibility: 61+ Alpha Points
🔸 Rewards: 5,000,000 $ZKP
Arena is now open.
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🌐 https://t.co/asVFhOo4np