DevRev takes a step toward customer service requests handling themselves with GPT-6.1 Sol
When a customer or employee asks for something—checking a knowledge base, upgrading a plan, or requesting a refund—the process has often been to first understand the issue, then hand it off to a person to handle. In a case study released by OpenAI on November 4, 2026, North American startup DevRev said it uses Computer and Operator to take these requests as far as possible toward completion, with GPT-6.1 Sol powering the reasoning.
【Operator handles requests first, then decides whether to hand them to a p

Nvidia’s stock looks like this right now. It’s weakening along with semiconductors, has broken below the ascending channel, and hasn’t fallen enough
There’s a gap on the daily chart. I think it’s likely to fill the gap, but I’m bearish on the broader direction
If you take a trade here, you could aim for a 1:1 risk-reward ratio. I don’t recommend that everyone trade it. Stay away from any stocks in the eye of the storm—the volatility can be terrifying

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What Is Trading Expectancy? Why Can a High-Win-Rate Strategy Still Lose Money Over the Long Term?

In cryptocurrency trading, many people treat win rate as the primary measure of a strategy’s quality, believing that a strategy that wins seven out of ten trades must be better than one that wins only four. But what truly determines a strategy’s long-term performance is not just how many times it wins, but also the amount gained and lost on each trade. This is the significance of trading expectancy.

First, what is trading expectancy?

Trading expectancy refers to the average expected profit or l

$XRP is showing signs of a potential bullish recovery, with buyers looking to regain control after the recent weakness. If the price holds above the entry zone and buying momentum improves, a move toward higher resistance levels could follow.

Long Setup – 36x

Entry: $1.0957–$1.0987

Key figures

- $1.1148 — First upside target
- $1.0703 — Key support to monitor
- $1.0507 — Lower support zone
- $1.0245 — Downside invalidation area

A sustained move above $1.1148 could strengthen the bullish outlook and open the door for further recovery. Watch for confirmation from buyers before expecting co

How do you calculate a reasonable position size? Why should you set your stop-loss before deciding how much to buy?

In crypto trading, many people decide how much to buy first and only then consider where to place their stop-loss. This sequence can make position risk difficult to control. A more reasonable approach is to first determine the maximum loss you are willing to take on a single trade, then calculate the position size based on the stop-loss distance.

First, set your risk budget. Suppose your account equity is 10,000 USDT and you plan to limit the risk on a single trade to 1% of you

11/10 daytime levels update! Follow for ongoing updates on precise levels
BTC / ETH / SOL / Gold / U.S. stocks
Overall strategy: The consolidation is not over yet; go long at lows and wait to short at highs.
The market has yet to show a clear direction. Tonight’s CPI data is worth watching closely. I’m leaning toward a move higher first, followed by a pullback overnight. For now, trade short-term levels and avoid taking a large directional position in advance.
📈 U.S. stocks
SNDK｜Sandisk
🔴 Short
925｜Watch for short opportunities above
Extreme 1000｜Key topping area
🟢 Long, i

$MSFT LONG SETUP — BULLS EYEING ANOTHER BREAKOUT!

$MSFT is showing strong bullish momentum after recovering from 525.96. Buyers are holding price near the recent high of 548.24, keeping the next upside move in focus!

Entry: 545.65
SL: 542.80

TP1: 548.24
TP2: 551.50
TP3: 555.00
Final Target: 560.00

The strong recovery has pushed $MSFT into a higher trading range, with buyers defending the 543–544 support area. A clean breakout above 548.24 could attract fresh buying pressure and open the way toward 555 and beyond.

Invalidation: Sustained breakdown below 542.80.

$MSFT bulls remain in contr

I feel like netizens are going to be driven crazy by Sun Ge. Sun Ge has completely let loose now, going all out. Top-tier @justinsuntron

What Is Maximum Drawdown? Why Can an Account That Was Once Profitable Suddenly Face Serious Risk?

In cryptocurrency trading, many people track cumulative returns but overlook how far an account has fallen from its peak. Even an account that was once highly profitable can lose most of its gains after a series of consecutive losses. Maximum Drawdown (MDD) is an important metric for measuring this risk.

First, what is maximum drawdown?

Maximum drawdown is the largest decline in an account’s equity from a peak to a subsequent low during a specified observation period, usually expressed as a per

Cathie Wood was buying while everyone else was capitulating again. She spent 45.9 million buying Nvidia at Thursday’s lows, then kept adding on Friday. That’s just how she is: the more it drops, the more willing she is to buy. She’s betting on computing power three to five years from now, not this week’s chart. Whether you follow her is another matter, but putting real money on the line beats just calling the bottom. Are you still holding NVDA?

How Do Fees Change the Break-Even Win Rate? Why Can Frequent Trading Erode Profits?

In cryptocurrency trading, some strategies perform well in backtests, but traders may find that their profits shrink significantly in live trading. The reason may not be poor market analysis, but trading costs such as fees, bid-ask spreads, and slippage. The more trades you make, the more important these costs become to your overall returns.

First, how do fees affect profits?

Suppose the profit target for each trade is 100 USDT, and the planned loss is 100 USDT. If the total cost of a round-trip trade is 10

MARA Sells 13,597 Bitcoin, Repays $750M Debt
MARA Holdings has announced a new $500 million stock buyback authorization. The move comes as two planned data center leases face a possible delay into 2027.
⚠️ 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.

Yesterday, we made a short-term long trade on Bitcoin and came away with a decent gain. Unfortunately, it failed to break out and develop into a bigger trend. We have now exited the position entirely and taken profits.
Honestly, this move has been pretty interesting. When I checked the market this morning, I felt there was potential. Bitcoin had been hovering around a key level for a while, and volume was gradually picking up, so I decisively entered a short-term long position in the afternoon. The rally in the evening was strong, and it felt good to see the unrealized gains on the books. But

$BE LONG SETUP — BULLS DEFENDING THE BREAKOUT!

$BE is up 12.58%, and buyers are holding strong after the explosive rally toward 200.10. Price is consolidating near 193, with another bullish push possible!

Entry: 193.30
SL: 189.50

TP1: 196.50
TP2: 200.10
TP3: 205.00
Final Target: 210.00

The sharp breakout shows strong buying pressure, while the recent consolidation around 191–196 suggests buyers are defending most of the gains. A clean break above 200.10 could open the door for another rally.

Invalidation: Sustained breakdown below 189.50.

$BE bulls still have the advantage as long as sup

Looking at the 1D chart, the sharp rejection of the price from the 87,401.5 level, followed by a plunge to a low of 73,550.0, can be interpreted as a classic case of "profit-taking" or a "liquidity sweep" in the market. What is particularly interesting, however, is that this downward trend has unfolded with a highly "selective" momentum. As the price attempts to hold steady at the 74,646.3 level, a 24-hour trading volume exceeding $764 million signals significant activity within the ecosystem. Yet, from a technical standpoint, it is impossible to claim that everyone has benefited equally from