This open-source model scene really has a bit of the vibe of a computer-city assembled machine.
Baseten didn’t re-train a complete multimodal model; instead, it took the MoonViT vision encoder from Kimi K2.6 and plugged it into GLM-5.2, which originally only processed text. The 744B core of GLM wasn’t touched, the entire vision tower was frozen, and what was truly trained was only the PatchMerger with about 49.5 million parameters in the middle.
The result reached about 55% on MMMU-Pro, and the official said it’s close to Claude 4.5 Haiku. In other words, to add vision, speech, or other capabi

Recently, I’ve been running Manus and Creao at the same time to do some Agent tasks, and I found a problem that many people haven’t seriously compared: the two companies’ credit consumption mechanisms differ so much that it’s honestly absurd.
On the surface, both start at $20/month.
But how much work you can do with $20 entirely depends on how it’s billed.
◇ ◆ ◇
Manus Standard: $20/month, 4,000 credits
Sounds like plenty.
But its billing is charged per micro-operation.
Someone in the community broke it down: viewing a webpage costs 10 credits, editing a file costs 10 credits, and it deducts yo

No hype, no criticism. After the results for this round of $RIF came out, I also went back and reanalyzed it myself. When the price was repeatedly swinging during the session, I didn’t rush to chase; instead, I first observed whether the support below was stable.
When the pullback didn’t break the structure and the buy side began to gradually strengthen, my judgment became clearer, so I chose to go long, building a long setup around 0.08385.
Later, when the price reached 0.11103, the +638.71% feedback showed that the momentum had truly opened up. There were no complicated moves—what mattered w

#交易机器人 I’m using the ETHUSDT contract grid bot on Gate—come and follow the trades together.

Night US stock trading strategy: SanDisk and Micron profit on both the long and short sides! SanDisk: 1683 short, 1563 long—scored hundreds of points in profit! Micron: 1009 short, 058 long—long and short both profited, earning 50+ profit!

#EventContractsLaunch
Event Contracts are reshaping the future of crypto trading by introducing a new way to participate in the market through prediction-based opportunities. Instead of relying only on spot or futures trading, users can now take positions on real-world events, macroeconomic developments, regulatory decisions, blockchain upgrades, and major crypto milestones. This innovative approach creates a more flexible and engaging trading experience while opening new opportunities for traders of all experience levels.
As the digital asset industry continues to mature, Event Contracts rep

$LAB I was taking too long to start this mess… Look at the image—these days it’s practically impossible to make any profit in these coins with leverage… I don’t know what else to do anymore 🤯

Zro
Currently $0.82. Build a position in batches from July to mid-August (available on all exchanges)
The public chain is about to be launched; it’s expected around September
a16z bought $55 million worth in April 2025; the build cost was above $2, and it’s already down 60%[偷笑]. The current price is reasonable
The largest market-making institution “Castle Investment” and ARK Invest also bought Zro a few months ago, investing in the public chain
Expected to surge by mid-August
Parti analysis: The dog-whale is still washing the market; wait patiently
Shows signs of regaining momentum

$Alice
Breakout ✅
Retest ✅
Next Stop 0.15$ from Here

#IntelQ2RevenueSurges25%
The return of Brent crude oil to the $100 per barrel level has attracted significant attention from investors, economists, and market observers worldwide. As one of the most widely recognized international oil benchmarks, Brent crude plays an important role in influencing energy prices, inflation expectations, transportation costs, and overall market sentiment. The trend represented by #BrentReturnsTo100 reflects the interaction of global supply, demand, economic activity, and geopolitical developments.
Understanding Brent Crude Oil
Brent crude is one of the world's l

#SECPushesFor24HourTrading
WALL STREET IS MOVING TOWARD 24-HOUR TRADING A MODEL CRYPTO HAS FOLLOWED FOR YEARS
A major shift could soon reshape global financial markets. The U.S. Securities and Exchange Commission (SEC) has announced a public roundtable on September 17, 2026, in Washington, D.C., to discuss the future of 24-hour stock trading. SEC Chairman Paul Atkins said the goal is to modernize U.S. equity markets while maintaining investor protection, market stability, and operational resilience.
If adopted on a broader scale, this initiative could mark one of the biggest structural change

The Fields Prize bonus is only 72k yuan
But it has a lot of additional benefits—annual returns can reach several million.

A few days ago, just before sleep, I was still wondering whether this order would keep getting ground out. This morning when I opened the chart, $ASTEROID had already made the short side’s momentum crystal clear—my account this time could finally breathe a sigh of relief.
Before the market was fully up and running, I saw that although the price had a push up, the buy-side wasn’t following through. Every time it went up, there was no solid bid support—there was a very strong bull-trap vibe. So around 0.0001670, I went short, first set the risk boundary, and then waited for the price to choose i

#IntelQ2RevenueSurges25%
INTEL JUST DELIVERED ITS FASTEST REVENUE GROWTH IN 15 YEARS AND AI IS LEADING THE COMEBACK
Intel has delivered one of its strongest quarterly performances in more than a decade. For Q2 2026, the company reported $16.1 billion in revenue, representing a 25.4% year-over-year increase—its fastest quarterly revenue growth since Q3 2011. The results exceeded both company guidance and Wall Street expectations, sending Intel shares 9–11% higher in after-hours trading on July 23.
After gaining more than 170% year-to-date, Intel is no longer being viewed solely as a legacy sem

$RIF $INJ
RIF is pretty wild today. Current price is 0.11123, and the past 24h is still up +45.15%. It just sold off from the 0.13247 local high; if it can hold around 0.1107, the little goblin can keep shaking people. 🚨 INJ isn’t pretending to be asleep either: $5.404, +5.56%, with volume of 4.22M USDT, basically trading right next to the 24h high at 5.407. RIF leans more toward a Bitcoin-ecosystem infrastructure narrative—high elasticity, but it also goes off the rails fast. INJ is an on-chain finance/derivatives L1, and the order book feels more like a slow-cooked hard dish. Brothers, don’

#xag #Silver I had mentioned that you wouldn’t be able to break the 60 resistance convincingly, so there would likely be a pullback. Movements happened as expected.
Right now it has come to the blue box support located in the 57-56 zone. As long as there isn’t a close below 54.8, a rise from these levels is possible.
On the upside, if the daily close is above 63, then according to the most recent down-move wave, the first higher high on the daily timeframe will have formed, and we would receive a trend reversal signal—so further continuation of the rise could be expected. When 63 is broken

solana:6LLNiWXRZp8hn5oTFTHEo8ERbJS3QJfHSKhnTCqipump scam coin
6LLNiWXRZp8hn5oTFTHEo8ERbJS3QJfHSKhnTCqipump
#crypto