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Training a robot to perform a task successfully is only part of the challenge. The bigger test is whether it can still complete that task when something changes.
A different object, a new position or a change in lighting can turn a familiar situation into a completely different problem. If a robot only learns from repeated tasks in the same environment, its ability to adapt to real world conditions may remain limited.
@axisrobotics is addressing this challenge through task generation, creating different scenarios by varying objects, their positions, environments and task goals
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$KERNEL Short at the resistance level
Sell at 0.0478–0.0482; targets 0.0468, 0.0462, 0.0456; stop-loss at 0.0487
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KERNEL-3.84%
JUST IN: Google $GOOGL launches its most powerful AI model 'Gemini 4 Argon'
GOOGL+0.63%
Let's talk seriously about $SHIB , even though I know many people stopped taking it seriously a long time ago.
A piece of news popped up in my feed two days ago: Vitalik's science fund and the Gates Foundation together put $20 million into a company developing COVID-19 vaccines, and some of the fund's money can be traced back to Dogecoin. Put in plain English—that meme people speculated on as a joke back then is now supporting real, serious scientific research projects.
My first reaction was that it felt a little surreal. Its price is still languishing around $0.005, and it dropped another 10%
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SHIB-2.25%
Summer is over... It was the best of my life
CRYPTO MARKET TODAY NEWS
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📊 Risk Per Trade
Risk per trade is the maximum you are willing to lose if the stop gets hit. It is decided before the entry, as a fixed slice of the account.
🔹 Why a Fixed Percentage
Many traders risk the same small percent every time, often 0.5% to 1%.
A fixed percent scales with the account. When you are up, size grows slightly. When you are down, size shrinks. You are not guessing a new dollar amount because the setup “feels stronger.”
The chart changes. The risk rule does not.
🛡 Consistent Risk Protects Capital
Same risk on every qualified trade means one loss cannot erase a week of wor
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Gate just launched a dual campaign with Ondo, and I think it's worth a look.
There are two ways to take part:
1️⃣ Launchpool: stake USDT and earn $BLKHION from a pool of $150K+.
2️⃣ Soft Staking: hold OIP and earn 8% APR with no lock-ups, so your funds stay flexible.
Getting started is simple. Log in to Gate, open Launchpool, and use the 1-click stake. I like that there's no complicated setup, and the no-lock-up option suits people who want to keep access to their assets.
Rewards and APR can change, so check the details on the page before you join, and only use funds you're comfortable with.
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ONDO-4.85%
BLKHION-0.60%
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#韩林博士受邀牛津大学辩论社演讲 If I had only one question left, I would ask Dr. Han Lin: How can we achieve both “letting value flow freely” and “letting ordinary people sleep soundly”?

From the Oxford Union podium, Einstein spoke about relativity, Churchill spoke about war and peace, and this time it is a crypto founder’s turn to speak about “the future of money.” If I were there with only one chance to ask a question, I would not ask “How high can Bitcoin go?”—I would use my personal experience as a longtime user to ask a “wanting both” question:

“Dr. Han, I have been with Gate for eight years—my firs
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ThisIsTranslateContent:
#韩林博士受邀牛津大学辩论社演讲 If I had only one question left, I would ask Dr. Han Lin: How can we let “value flow freely” while also allowing ordinary people to “sleep soundly”?
From the Oxford Union podium, Einstein spoke about relativity, Churchill spoke about war and peace, and this time, a crypto founder will speak about “the future of money.” If I were there with only one chance to ask a question, I would not ask “How high can Bitcoin go?”—I would use the personal experience of a long-time user to ask a “have it both ways” question:
“Dr. Han, I’ve been with Gate for eight years—I bought crypto via C2C for the first time in 2018, so nervous that my palms were sweating; then on October 11, 2025, a black swan event wiped out two positions because I failed to execute take-profit and stop-loss orders. My biggest realization over the years is that the other side of ‘freedom’ is always ‘risk.’ Gate Money’s slogan is ‘let value flow freely’—but when users put crypto, fiat, stocks, bank accounts, and payments all into one account, it is equivalent to putting all their eggs in one basket. I want to ask: How will Gate Money balance the vision of ‘free flow’ with the sense of security that lets ‘ordinary people sleep soundly’? When users entrust all their wealth to a single account, what institutional safeguards can Gate provide for ‘trust,’ rather than just a slogan?”
Why ask this:
- This is not a trick question, but a real pain point: In the C2C era, I was afraid of “strangers” (my hands trembled in 2018); in the Gate Money era, I am afraid of “people on my side” (one account = one basket)—the object of trust has changed, but “trust” itself needs to be proven more than ever
- This is crypto’s ultimate test: “Freedom” is crypto’s original aspiration, while “security” is crypto’s rite of passage into adulthood—as Gate moves from an exchange toward “Everything Money,” it is no longer merely a “place for trading,” but a “container for wealth”—the strength of that container determines how much of their wealth users dare to put inside
- Dr. Han will certainly have an answer to this question: a 127% reserve coverage ratio is the “answer in the ledger”; but what I want to hear more about is the “institutional answer”—insurance, audits, regulatory licenses, asset segregation, crisis management… These four words, “let value flow freely,” must be worthy of the four words, “why should we feel safe?”
The Oxford Union podium is not short on “vision”; what it lacks is “how to turn vision into a sense of security”—my question is on behalf of all the long-time users who have been educated by the market yet still choose to trust Gate: You say you will let value flow freely, so are you ready to let our trust “flow freely” too?
If you were sitting there, what would you ask? Share your question in the comments 👇
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#韩林博士受邀牛津大学辩论社演讲 If I had only one question left, I would ask Dr. Han Lin: How can we let “value flow freely” while also allowing ordinary people to “sleep soundly”?
From the Oxford Union podium, Einstein spoke about relativity, Churchill spoke about war and peace, and this time, a crypto founder will speak about “the future of money.” If I were there with only one chance to ask a question, I would not ask “How high can Bitcoin go?”—I would use the personal experience of a long-time user to ask a “have it both ways” question:
“Dr. Han, I’ve been with Gate for eight years—I bought crypto via C2
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BTC+0.77%
$OP Short-term bias is bullish, but the risk of chasing higher is already significant.
Bottom line: OP is currently in a bullish structure. The funding rate of +0.0026% indicates that longs in the perpetual market are willing to pay to hold positions. Sentiment is bullish but has not yet reached extreme crowding; MA5 (0.14188) has crossed above and held above MA20 (0.13671), while the MACD histogram at +0.00101 remains bullish, so the trend is intact. The issue is that the price at 0.1441 is already close to the Bollinger upper band at 0.14532, RSI at 64.5 is nearing overbought territory, and
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ETH-0.36%
ADA-3.22%
Gate x Ondo Dual Campaign is live, bringing two opportunities to explore tokenized assets on Gate.
The Launchpool campaign lets users stake USDT to earn $BLKHION , with a reward pool worth over $150K. Meanwhile, Ondo Intelligent Portfolios holders can explore Soft Staking with an advertised 8% APR and no lock-up period.
Getting started is simple. Log in to Gate, visit Launchpool, and stake with one click to participate in the campaign.
If you're exploring new ways to engage with tokenized assets, this campaign is worth checking out. Make sure to review the eligibility requirements, campaign ter
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ONDO-4.85%
BLKHION-0.60%
Metaplanet Plans ¥52 Billion Bond Sale to Refinance Bitcoin Loans
The company plans to replace some Bitcoin-collateralized borrowing with unsecured debt and allocate up to ¥28.3 billion toward share repurchases.
⚠️ Personal market analysis only. NFA — manage risk and DYOR.
Educational content, not investment advice or a recommendation to buy, sell, deposit, or withdraw any asset. No paid promotion or referral/affiliate links.
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BTC+0.77%
10.13 Intraday Bitcoin Setup Review
$ETH Trading strategy fulfilled:
Long entered at 2430, fourth target took profit near 2530, with 100 points of room.
Short entered at 2535, second target exited near 2480 (intraday low: 2486.18), with 50 points of room.
Trading factors: Trading volume was moderate during the rebound, with no significant increase in volume and insufficient incremental capital. This was a weak recovery after the decline, and no strong upward momentum is visible for now. In the short term, before the range is broken with increased volume, the market will most likely continue fl
AChenBit
10.13 ETH Public Strategy
$ETH Long Strategy
  Entry zone: Go long on a pullback near 2430
  Stop-loss defense: near 2400 (if it breaks below and stabilizes, execute planB⬇️)
Take-profit tiers
  First take-profit: near 2460 (currently the lower Bollinger Band)
  Second take-profit: below 2480 (below the moving average)
Third take-profit: near 2510
Long-term target: near 2530 (middle Bollinger Band)
Operational factors: The price broke directly below the lower Bollinger Band, with strong short-term bearish momentum. The lower band at 2463 has turned from support into resistance, while the key support below is near the recent low of 2406. The two lines have formed a bearish crossover and are moving downward, and the green bars are beginning to expand, indicating that bearish momentum continues to increase. Execute the planB short strategy only after a breakout above 2530.
planB
After breaking above 2510, breaking below the long-entry stop-loss at 2400, or failing to reach the long-entry zone, a short position can be opened
Entry zone: Wait for a breakout above 2525
  Stop-loss defense: 2550
Take-profit tiers
  First take-profit: near 2505
  Second take-profit: near 2480
Third take-profit: below 2460
Long-term target: below 2430
#GateWCTCS9全球交易赛
#GateX红牛F1新加坡站夺冠
#韩股大跌你会抄底吗
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ETH-0.35%
BTC+0.78%
ZEC-2.67%
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From the early hours through the morning yesterday, our calls on BTC, ETH, and ZEC were all validated by the market!
We set up shorts as BTC rebounded to the 83,300 resistance zone, and the price fell directly to the 81,000 target, capturing 2,100 points;
We suggested shorting ETH near 2,550 on a rebound, and it dropped as low as 2,407, reaching the target precisely and capturing more than 130 points;
We shorted ZEC near 1,310 after a rebound, and it fell after encountering resistance, reaching a low of 1,122 and successfully capturing 175 points.
In trading, follow the trend and wait for oppo
BTC+0.78%
🇺🇸 📣 Thank you for your Attention to this matter!
#MAGA
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AI Hardware Stocks Take a Heavy Hit! CIEN and LITE plunge nearly 10. Is it time to buy the dip in op
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$BTW is withdrawing like this, and I guess it’s about to dump, guys. But don’t rush to chase a Short—it could still have 1–2 more sweeps before dropping significantly.
Wait until it stabilizes before Shorting, everyone. No need to rush now 🥹
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BTW+10.11%
$ONDO is moving, but trading volume has yet to respond, which is more worth watching than the 24-hour -6.48%.
This time, I’m not looking at the gainers and losers rankings, only the levels. The current price is 0.4679, about 2.99% from the 1-hour support at 0.4539 and about 6.01% from the resistance at 0.496.
My criteria are simple: only a break above 0.496 followed by continuation would count as an upside relay; a break below 0.4539 invalidates the previous assessment. The 1-hour and 4-hour trends are both weak, with RSI at 41 and 43, respectively.
The current contest is not about directiona
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ONDO-4.85%
A Pullback Is an Opportunity! The Overall Gold Trend Remains Bullish
On the hourly chart, the price pulled back after surging, representing a temporary correction following the rise. Support near the lower Bollinger Band is gradually emerging, while the RSI has fallen to low levels and an oversold signal is appearing. Bearish momentum continues to be depleted, with a rebound building up momentum. This retracement is a healthy adjustment, and the broader structure remains relatively strong.
On the fundamental side, global bond markets have fluctuated sharply, and expectations for monetary polic
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XAU-0.31%
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