The robot’s movements have already been collected 100k times, so it learned them long ago. Giving it another 100k examples seems to do little besides filling up the hard drive.
@axisrobotics How does it determine whether the data is actually worth adopting?
Axis has the model itself participate in data selection.
Simply put, it first looks at what the model still cannot do and where it keeps making mistakes, then decides where to collect the next batch of data.
If the model keeps failing at a particular action, more data is collected for that specific point, and humans then perform corrections

Prediction markets are essentially ordinary markets. Markets are the fundamental tools for allocating resources, directing goods and services to those who need them most. In this process, markets also aggregate information: the clearing of supply and demand integrates the information held by all participants and transforms it into signals such as prices.

A few days ago, my hand trembled as I set the stop-loss; this morning, I realized that show of devotion had been unnecessary.
While everyone else was running, $SKYAI stubbornly stayed at the highs instead of coming down, leading many to think it could not fall any further. I watched two rounds of rebounds and found that each push higher came with lighter volume, while buyers above were getting weaker. This was not strength at a key level—people simply were not willing to chase for the time being. I opened a short at 0.07390, with the stop-loss set at a key level in this range. The logic is si

$PI I’m speechless, seriously—everyone is long. Tell me, how could it possibly go up in this situation?

#GateTop4MainstreamCEX : Why Gate Is Becoming a Major Force in the Centralized Exchange Market
The centralized crypto exchange (CEX) industry continues to evolve rapidly, and competition among major platforms is becoming stronger than ever. Within this changing landscape, Gate is increasingly attracting attention as one of the exchanges with a broad global presence, extensive market coverage, and a strong focus on expanding its cryptocurrency ecosystem.
When people talk about the leading mainstream CEX platforms, the conversation is no longer limited to a few familiar names. The exchange marke

Australian 3Y and 10Y govies spike to fresh highs since May 2011 as global risk-off and higher oil lift yields; no crypto specifics, but macro risk backdrop could impact crypto funding and risk appetite. $BTC ? $ETH ?

#GateTop4MainstreamCEX : How the Exchange Earned Its Place Among the World's Largest Trading Platforms
The global cryptocurrency exchange landscape has never been more competitive. Rankings shift, narratives change, and platforms that once dominated can quickly find themselves overtaken by more agile competitors. In this environment, securing a position among the top four mainstream centralized exchanges is not a marketing claim. It is a measurable outcome of trading volume, liquidity depth, user growth, product breadth, and operational resilience. Gate has now firmly established itself in tha

#GateUSPartnersWithRQDClearing : A Detailed Look at the Next Step in Digital Asset Market Infrastructure
The digital asset industry is moving through a defining phase. What was once viewed mainly as a speculative and highly fragmented market is now being examined through the same lens as traditional finance: market structure, clearing, settlement, custody, risk controls, compliance, and institutional-grade infrastructure. In that context, the announced collaboration between Gate US and RQD Clearing has attracted attention because it speaks to a deeper trend. It is not only about a trading plat

How is this a rebound? This is CPR for my short account, isn’t it? The moment I opened the chart this morning, I rubbed my eyes twice, afraid I was seeing things wrong. 😎
During the repeated intraday fluctuations, $TRUMP kept hovering around 2.369. It looked like a bottom was forming, but in reality, every rebound was running on one breath—once it touched the key level, its legs went weak. A typical weak rebound. I thought at the time that this kind of sideways movement was most likely waiting to choose a direction downward, so I directly placed a short order to test the waters.
After enteri

#GateTop4MainstreamCEX
Gate’s position in the global exchange market is becoming harder to ignore.
The August 2026 numbers tell a bigger story than a simple ranking.
Gate recorded roughly $40 billion in spot trading volume and around $285 billion in futures volume during August, putting its combined trading activity at approximately $325 billion for the month.
But the more interesting part is not the headline volume. It is where that volume is coming from.
Gate’s spot market continues to represent a meaningful part of its activity, while derivatives have become the dominant engine of overall

Why is SYMBOL suddenly the most talked-about range breakout on the board?

$ADA /USDT - LONG

Trade Plan:
Entry: 0.204 – 0.206
SL: 0.194
TP1: 0.213
TP2: 0.218
TP3: 0.226

Why this setup?
Why now? The 1d trend is range, but the 1h ATR of 0.003369 shows volatility is compressing right as the 15m RSI drops to 30.93, signaling a potential squeeze. The 1h price is pinned at 0.205, the exact entry_ref where a LONG bias makes sense with 77.4 confidence. Hitting TP1 at 0.213 validates the move, while TP2 at 0.218 confirms momentum toward the larger structure. The invalidation level of 0.211 acts as

Just as predicted, markets are falling
🐻 Bears are in control. Hence I keep shorting
See my last few posts! Now selling $SAGA as it'll fall from here
#bitcoin next target 75k in my opinion
So be careful and be ready to take advantage of the market correction
I feel we should make money 💰 even when markets fall

ready for a decade of dormancy?
just remember that ten years of dormancy can turn into something special after
RIP van winkle

I did absolutely nothing—just went to the bathroom, and when I came back, the candlesticks had already done the work for me. My $FN short position went straight from 490.3 to 409, with a +324.48% return right there. All I can say is, the market was in a really good mood today.

During the repeated intraday swings yesterday afternoon, I watched the market for quite a while. Each push upward was weaker than the last, sell-side pressure was firmly in place, and volume kept shrinking. Wasn't that clearly a lack of buying support? So I went short at the time.

Later, while everyone was still watc

【$ETH Signal】Short · 4H MA resistance, end of 1H rebound
$ETH 2455.58 near 1H EMA20, with 4H EMA20/50 suppressing price above 2470. The 1H MACD histogram is expanding, RSI 48.23. The 4H MACD bearish histogram is shrinking, the Bollinger middle band is at 2475, and the price remains in the lower-band range. The order book buy/sell ratio is 2.91, depth imbalance is 48.85%, buy orders are thick below, and overhead selling pressure has not eased. OI is stable, and the funding rate is -0.0000%. Short at the current price, risk/reward ratio 1.50, execution takes priority.
🎯Direction: Short
⚡Entry/L

#USStocksRecordSixthLargestWeeklyInflowSince2008 #US stocks are showing powerful investor confidence as they record their sixth largest weekly inflow since 2008.
This is more than just another market statistic. Large capital moving into US equities signals that investors are actively looking for opportunities across the stock market, even as uncertainty continues to shape the global financial landscape.
Strong weekly inflows can reflect renewed risk appetite, confidence in corporate earnings, expectations around monetary policy, and growing interest in major US companies. When substantial mone

🌅 Good Morning & Happy Friday, Traders! ☕📊
A new trading day is here, and the crypto market continues to demand patience, discipline, and smart risk management. Friday can bring increased volatility as traders position themselves ahead of the weekend, so this is a good time to focus on confirmation rather than chasing sudden moves.
₿ Bitcoin (BTC) remains the key market leader. The most important thing today is how BTC reacts around major support and resistance zones. A strong breakout backed by volume could open the door for further upside, while rejection from resistance may trigger a shor