When a robot is about to fail, humans temporarily take over to correct a few steps. Are those few steps really worth teaching the model?
@axisrobotics A single-task simulation experiment report published on August 19 included the following results.
The task was to place a piece of tofu on a plate. The project team tested on the same batch of 480 new starting states:
• Original model: 40.0% success rate
• Directly learning the complete human correction process: 36.7%
• Training on filtered short correction segments: 48.3% (average across three training seeds)
At least in this comparison, direct

【$IOST Signal】Short setup + 1H bearish histogram expansion, pullback from highs
$IOST 1H RSI 39.25, MACD bearish histogram continues to expand; 4H MACD bullish histogram contracts, with buying support disappearing after the pullback from the 0.0022 high.
🎯Direction: Short
⚡Entry/Limit order: 0.001159112 - 0.001162600
🛑Stop-loss: 0.001206000
🚀Target 1: 0.001097500
🚀Target 2: 0.001064950
🛡️Trade management: - Execution strategy: After reaching Target 1, reduce the position by 50% and move the stop-loss up to breakeven. If the price falls back to the entry level, exit automatically to protec

$SNDK SanDisk absolutely nailed it, hitting the take-profit level precisely!
It quickly pulled back after reaching the 1800 take-profit level—those who know, know. Even being slightly greedy would have meant giving back profits!
Why did we open a long position at the U.S. stock market open last night? Because 1700 held firm, so the trend remained dominated by the bulls. However, selling pressure above 1800 was still relatively heavy, and many traders were also taking profits, so setting the take-profit level at 1800 was a very reasonable arrangement!!!
#GateUS与RQDClearing达成战略合作
#苹果发布会

#GateUSPartnersWithRQDClearing
When traders look at a stock or options platform, the first things they usually notice are the assets, prices, charts and execution interface. But behind every successful market experience is a much less visible layer: clearing and trading infrastructure. That is what makes the potential collaboration between Gate US and RQD Clearing particularly interesting.
The key point is that this is not simply about adding another name to the U.S. trading ecosystem. Gate US is exploring a strategic collaboration with RQD Clearing, a U.S. clearing and infrastructure provide

GM Saiyans ! 🙌
“Sometimes, the person who changes your entire life is simply the one who believes in you before you are able to believe in yourself.”
----
$BTC : $78.414
$ETH : $2.480
#BTC Fear & Greed index: 69
#Bitcoin Dominance: 59%

I didn’t do anything—I just went to the restroom, and when I came back, the candlestick chart had already done the work for me. I stared at the screen for three seconds, then quietly shouted: To the moon.

While the market was bottoming out intraday, I repeatedly looked at that sideways consolidation at the bottom. Trading volume had contracted cleanly; it couldn’t be pushed down, nor did it fall deeply. I knew then that this level was either the bottom or the end of the consolidation, with the odds favoring an upward move. I also pointed this out at the time: all that was needed was a little

📱 Talk Apple’s Latest. Win 100 USDT
Apple’s first foldable, iPhone Duo, is here. Can it unlock new growth for Apple?
Will it lift $AAPL, or is the upside already priced in?
Post on Gate Square with #AppleEvent and share your market take or trading ideas 👇
Talk about:
Impact on Apple’s revenue
What’s next for $AAPL
Your trading plan
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What the hell is this !
$LAPTOP founder made his coin in 8 seconds and said it's coin would be better than $TRUMP
The funniest point he just launched in 8 seconds and said it would be better than $TRUMP 🤣
And check the tower below like Burj Khalifa 😄🫡

Nobody is talking about the quiet setup forming in SOXL right now.

$SOXL /USDT - SHORT

Trade Plan:
Entry: 122.93 – 124.17
SL: 129.46
TP1: 119.12
TP2: 116.16
TP3: 111.73

Why this setup?
Why now? The daily trend is range-bound, which often precedes a sharp directional move once a breakout or breakdown occurs. The 1h price sits at 123.55, sitting right at the entry_ref level where the short thesis begins to gain conviction. The 1h ATR of 2.462564 tells us that a single hour can easily cover the distance to TP1 at 119.12 if momentum shifts. With the 15m RSI at 55.43, we are not yet overbough

Robinhood Meme Carnival: 3 USDT on Your First Trade, Up to 8,000 USDT in Rewards https://www.gate.com/campaigns/6131?ref=UFRFAQ0M&ref_type=132

Gate first listing goes live: $MCAT
🔹 Trading pair: $MCAT / $USDT
🔹 Trading time: September 10, 20:00 (UTC+8)
🔹 Zero-fee swap start time: September 10, 21:00 (UTC+8)
Go to trading: https://gate.com/zh/trade/MCAT_USDT
Go to swap: https://www.gate.com/zh/convert/USDT/MCAT
Learn more: https://www.gate.com/zh/announcements/article/101662

#苹果发布会 Apple's First Foldable iPhone Duo: New Catalyst or Already Priced In?

The Product Itself: Sincere Effort, but Pricing Is a Double-Edged Sword

Early on September 10, Apple unveiled its first foldable iPhone Duo: a 7.6-inch inner screen + 5.4-inch outer screen (the outer screen's display area reaches 90% of that of the iPhone 18 Pro), an A20 Pro chip (TSMC 2nm), 12GB of RAM, a self-developed C2 modem, and pure eSIM. Its variable-torque hinge + magnetic closure makes the screen 40% more rigid than mainstream foldables. The starting price is $1,999 (¥15,999 in mainland China), making it

🚀 I'm 90% bullish on @arc — ARC MAXI, 10 predictions locked before mainnet.
Take the @kairo_market × Arc Genesis Challenge 👇

#GateETFTopGainers
Gate ETF Gainers List: The Real Story Behind VVV3L's 201% Day
The latest Gate ETF gainers list just delivered a wake-up call to anyone still sleeping on the leveraged ETF board. VVV3L topped the ranking with a +201.49% surge in a single day, while LIT3L, DOT5L, and ATOM3L finished right behind it. Numbers like these look unbelievable at first glance, and that is exactly why they deserve a closer look rather than blind excitement.
A move of that size in a leveraged product is never just luck. It is usually the result of three things stacking on top of each other: a genuinely

Sign Up & Trade to Split 60,000 USDT in Rewards https://www.gate.com/campaigns/6207events?ch=7267&ref=UFRFAQ0M&ref_type=132

【$SOL Signal】Short · 1H selling pressure has not dissipated, 4H bearish momentum is expanding
$SOL Repeated rejection at the 102.04 upper boundary, with 1H rebound volume weakening and buy/sell depth down 5.93%; sell orders are clearly stacked. The 4H MACD histogram is expanding in negative territory, while the 1H histogram is contracting; bearish momentum has not yet weakened. RSI is 42.44 on 4H and 43.53 on 1H, hovering in the weak zone. EMA20/50 at 102.43/103.21 on 1H are capping the price from above, while the current price of 101.87 is near the lower edge of the Bollinger middle band. The

BREAKING: The DOJ is investigating whether Nvidia structured its $20 billion licensing deal with Groq to avoid antitrust review.

#GateUSPartnersWithRQDClearing
Gate US × RQD Clearing: The Bigger Story Is Infrastructure
Gate US is exploring a strategic collaboration with RQD Clearing, with the focus going beyond simply adding another trading product. The initiative is centered on strengthening trading infrastructure while also exploring agentic AI capabilities for the future of financial markets.
That part caught my attention.
As digital assets move closer to traditional financial markets, the competitive edge may increasingly come from what happens underneath the interface — clearing, custody, market connectivity, exec