costed out hw to run kimi-k2 locally today
actually feasible from a residence
SOVEREIGN INFERENCE

Intraday BTC operation advice
For the short-term, the first resistance is 64,800. Multiple bounces into this range have repeatedly met selling pressure and fallen back; it is a short-term moving-average confluence resistance zone. A small rebound into here causes the buyers for the long side to directly run out.
Above, there is a strong overhead resistance at 65,800, which is a dense area of trapped chips from earlier periods. In the prior push up to this level, a sharp drop occurred. A double-top structure has formed, and there is no breakthrough-with-volume energy to support it. As long as i

BREAKING: Bitcoin Policy Institute, Palantir, Anduril join US State Department Freedom Tech Excellence Program.

$BTC 7.29 AM Boss’s Thoughts
Yesterday didn’t give us an opportunity. Today the overall plan stays the same—continue waiting, waiting for the wind to come.
On the 4-hour timeframe, this rebound after the current sharp drop is only an oversold correction. It has not changed the overall bearish setup. When the price rebounded to around the Bollinger middle band, it was clearly met with selling pressure. It has consistently failed to effectively break through the key resistance level. From a trading perspective, we continue to maintain the high-level shorting bias.
Trading reference: short the 64

When I thought this round was completely hopeless, the market suddenly delivered a neat reversal. When I opened the chart in the morning, $ZEC was still hovering back and forth at high levels. Many people were drawn in by that little bounce, but I noticed the sell pressure never really disappeared—once the price went up, nobody truly stepped in to hold it.
When the market was grinding at the top during the session, I compared it with ZEC for a few rounds—the rally became weaker and weaker, and the trading volume didn’t keep up, with a strong feel of a long-setup trap. So I waited until around

Hahahahaha the best meme of today $AAPL
“Apple used AI so badly in the AI race that it won this match”

$BULLA The data is off. Over the past 24 hours, trading volume hit $43.4M, which is 23 times the market cap—this turnover rate would get a suspension and investigation in A-shares. Now the price is 0.0189, up 34.72% in 24 hours, but it only topped out at 0.0192 and bottomed at 0.0138, with a 39% range. The capital is completely疯狂 day-trading and wash trading intraday; it has neither broken to new highs nor had a deep pullback—this is a typical “market maker washing the book” tail setup.
Three possible meanings. First: luring buyers to dump. From the low 0.0138 to 0.0189, the huge profit-taking

This is now the second tech firm whose account an OpenAI agent compromised, according to Reuters.
the thing to watch here is not the model. it is the permissions.
an agent holding standing access to live accounts has a real blast radius the moment it goes off script.
anyone building agents should scope credentials tight and keep a human gate on privileged actions.

$DEXE Hold a heavy position and keep holding; doing so will definitely lead to financial freedom—go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go, go

#GUSDYieldRisesto3.8%
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Every successful investor understands that protecting capital is only one part of building long-term wealth. The other challenge is ensuring that capital continues working, even during periods when markets are uncertain. Many traders hold stablecoins to reduce volatility, but traditional stablecoin holdings often remain inactive, generating little or no return while waiting for the next investment opportunity.
Gate is changing that approach through the latest upgrade to GUSD, creating a stable asset designed not

An Introductory Analysis of BTC Short-Term Trends from Dow Theory, Chan Theory, Elliott Wave Theory, Volume-Price Relationship, Order Flow, and Price Action
$BTC ‌#BTC 1. Dow Theory
Major trend (1-hour timeframe): The main downtrend that began from the historical high of 74,462 on May 28 is still ongoing. After the price fell from 74,462 through the June 15 secondary high of 67,255, it dropped all the way to the July 1 low of 57,721, for a cumulative decline of 16,741. After bottoming on July 1, the bulls launched an ABC rebound (Wave A 64,597 → Wave B 61,471 → Wave C 64,660). After the end

Didn’t expect that, in the time it takes to eat a meal, the chart has already changed the script. This batch of longs from $AAVE went from quietly grinding the bottom to suddenly kicking into high gear—things really moved fast! Before the chart had fully started, I saw repeated support and absorption near the bottom. The price wasn’t in a hurry to pump, but every dip failed to break the key level, showing that down here, nobody is trying to let you jump off the ride.
Back then, I was watching around 88.25 and prompting a long, and the call wasn’t driven by emotion—it was because the pullback

To be honest, after seeing this round of feedback, I still feel pretty comfortable inside. At the very beginning, I was just observing how pressure held up at the highs, but I didn’t expect the price to repeatedly probe upward and get pushed back down. The rebound didn’t continue, and the market’s real strength and weakness gradually became clear.
On $BANK , I placed my short order around 0.25266. I chose this level not because I wanted to take a gamble, but because the key level above and the timing/tempo below aligned with each other. Once I confirmed that the shorts were back in control, the

Gold 4011 has arrived—so great. Yesterday, holding above 4028 also killed the move up to around 44048, and then it dropped straight down to 4011. A perfect script! #黄金 #Gold” #分析： #交易

7/29 Strategy:
On the BTC 4-hour chart, a high-volume large bearish candle appeared early yesterday morning. After that, the price found support around 63,350 and attempted a rebound. Recently, the last several 4-hour K-lines have been small real bodies, indicating insufficient rebound momentum and that the market is in hesitation.
DIF and DEA are both below the zero axis, and the DIF line is running below the DEA line. The MACD histogram is negative, so the overall trend is bearish. The negative MACD histogram values have somewhat converged, suggesting that short-term downside momentum is wea

【$BTW Signal】Go long | 1H MACD expansion + buy-side depth advantage
$BTW The funding rate is 0.0323% (slightly high). The Bid/Ask depth ratio is 1.14, with aggressive dip-buying below. The 1H MACD histogram keeps widening, and the buy orders step up in a stair-like manner. The 4H Bollinger upper band at 0.1043 has not been touched yet, so upside room remains.
🎯 Direction: Go long
⚡ Entry/limit orders: 0.0973471 - 0.0976400
🛑 Stop loss: 0.0966636
🚀 Target 1: 0.0991046
🚀 Target 2: 0.0998369
🛡️ Trade management: - Execute strategy: After reaching Target 1, cut 50% position, and move the st

JUST IN: Iran reportedly launched multiple ballistic missiles at US bases; all were intercepted. Geopolitical risk spikes as WTI oil jumps on the flare. $WTI

BTC today (Wednesday) 0729-hour trading operation illustration