FrontRunFighter

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A lot of people throw around the word 'circular' when they talk about today's AI market. But here's the thing—that label might actually be sidestepping what's really going on.
Intrator's take? The setup people are calling circular isn't some elaborate financial engineering scheme. Strip away all the noise, and what you're really looking at is a logistics problem. That's it. Different angle entirely.
Think about it—everyone's fixated on the financial structures and mechanisms, but maybe they're missing the actual infrastructure piece that's driving everything. When you reframe it that way, the
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ForkLibertarianvip:
Oh, this perspective is quite fresh, and the logical chain is clear.
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Here's something worth paying attention to: Trump's tariff policies are boosting government revenue streams, but the actual numbers collected from US importers tell a different story than the headlines suggest.
The real question? Which products are feeling the hit hardest, and which countries are bearing the brunt of these tariffs? The distribution isn't even—some sectors are bleeding way more than others.
What we're tracking month-to-month is how tariff revenue actually materializes in practice. Not the projected numbers, not the political talking points—just the raw data on what the US Treas
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DisillusiionOraclevip:
Data is the truth. The details of these tariff revenue distributions are more valuable than Trump's tweets.
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The leadership dynamics at the Federal Reserve remain in flux. Recent statements suggest potential shifts in monetary policy direction, with key officials potentially facing changes. Market observers have noted the tension between political pressure and economic policy continuity. Some commentators point out that while policy adjustments might be under consideration, timing and execution remain uncertain. This ambiguity creates both opportunities and challenges for traders and investors monitoring macro conditions. The interplay between political interests and institutional stability will like
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ThatsNotARugPullvip:
It's the same old story, political pressure vs. central bank independence, always hard to clarify.
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State tax policies can fundamentally alter migration patterns and reshape economic competition between regions. Consider the recent relocation of major business operations from the Pacific Northwest to Florida—a move that illustrates the tangible financial consequences of tax policy decisions.
When significant taxpayers and businesses relocate, entire state budgets feel the impact. A single major departure can trigger cascading effects: reduced tax revenue, diminished economic activity, and shifted competitive advantages. These aren't abstract economic theories—they're real-world consequences
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BlockchainArchaeologistvip:
That's right... I was wondering why so many exchanges have been clustering in Singapore and Dubai recently. Turns out it's this logic—taxes can't be escaped, haha.
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OpenAI is actively recruiting for a "Head of Preparedness" position, signaling the organization's commitment to proactively addressing potential AI-related risks and challenges. This strategic hire reflects growing industry focus on AI safety governance and responsible development practices.
The role appears designed to ensure OpenAI maintains robust frameworks for identifying, assessing, and mitigating dangers associated with advanced AI systems. As AI capabilities expand rapidly, establishing dedicated leadership for risk management has become increasingly critical across the technology sect
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GateUser-a606bf0cvip:
Speaking of OpenAI's move to hire a "Disaster Prevention Officer," it feels a bit late to the party...

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Are you ready for AGI? Anyway, I’m not.

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It would be great if this risk control framework could really be implemented; otherwise, it’s just another nice report.

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Interesting, everyone is starting to compete in AI safety. We crypto folks have been doing that for a long time, you know.

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Head of Preparedness... sounds like a big event is coming.

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Instead of hiring people, why not open-source model transparency? Ah, never mind.

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Web3 colleagues say they’ve learned that the importance of smart contract auditing goes without saying.
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GLAMSTERDAM has been showing notable activity on Uniswap Ethereum. Here's a quick snapshot of the current market metrics:
In the last 24 hours, the token recorded $47,913 in buy volume against $31,793 in sell volume, indicating a slight buying pressure. Current liquidity sits at $36,298, with a market cap of $156,199.
These figures suggest active trading interest. Whether you're tracking emerging tokens or monitoring market dynamics, keeping an eye on volume patterns and liquidity levels can help inform your trading decisions on decentralized exchanges.
ETH-0,41%
UNI-3,52%
TOKEN-15,45%
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StableGeniusvip:
buy/sell ratio looking cute but that $36k liquidity pool? lmao, one decent dump and we're watching liquidation porn. empirically speaking, these "emerging token" posts are just exit liquidity with extra steps
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Just spotted a token making moves today. The DIY ticker on Solana is showing interesting volume patterns worth tracking.
Here's what the numbers reveal:
24-hour buy volume: $50,440
24-hour sell volume: $45,326
Liquidity: $0
Market cap: $19,402
The buy/sell ratio suggests some momentum, though the zero liquidity status is worth noting before any moves. Market cap sitting at under $20k puts this in early-stage territory. Volume disparity of roughly $5k between buys and sells indicates slight buying pressure at the moment.
Worth keeping on your radar if you're monitoring emerging tokens. Always d
SOL-0,54%
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StableNomadvip:
zero liquidity is literally the whole story here ngl... reminds me of UST in May, except this time we're not pretending it's "theoretically stable" lmao
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US Tax Policy Shifts on the Horizon for 2026
With 2026 fast approaching, major tax policy changes are shaping up to reshape the American economic landscape. These adjustments could ripple across multiple sectors, and crypto investors should pay close attention.
The specifics remain fluid, but historical precedent suggests significant shifts in tax brackets, deductions, and capital gains treatment are in play. For those holding digital assets, the timing of these changes matters—tax-loss harvesting strategies, portfolio rebalancing decisions, and long-term holding plans may all need recalibrati
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SeeYouInFourYearsvip:
Tax reform in 2026? Come on, they're just trying to fool us into readjusting our holdings again.

Whether this wave of policy changes will cause crypto to crash or take off depends on who can get in at the bottom.

In the era of tax uncertainty... I just want to know when crypto enthusiasts can finally breathe a sigh of relief.

Every time they say regulation is ahead, but we're still idling in place. Keep holding, everyone.

Another year of waiting and seeing. Anyway, my long-term plan can't be changed.
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Kraken's engineering team has traced the source of a pesky bug that was firing off inaccurate all-time-high price alerts to users. The exchange discovered the technical culprit behind these false notifications that caught traders off guard.
This kind of alert malfunction matters because price notifications are crucial tools in any trader's toolkit. When ATH alerts fire incorrectly, it can trigger unnecessary trades or cause confusion in your decision-making. The team has now identified exactly what went wrong in their alerting system.
Once Kraken pinpointed the issue, they moved quickly to add
DOGE-0,62%
BTC-0,64%
ETH-0,41%
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DeFiCaffeinatorvip:
Fortunately, they discovered it in time, or I would have been fooled by the false alert long ago.
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Data verified with real money in the market is the most convincing.
Recently, I directly executed sweep orders on the SOL, BASE, and BSC chains, and the differences in on-chain ecosystems are particularly obvious. In terms of liquidity, SOL clearly outperforms the others, followed by BASE, with BSC slightly behind. Looking at the intensity of trading competition (PVP), SOL still leads, BSC is close behind, and BASE is relatively relaxed. In terms of ecosystem project quantity (PVE), both SOL and BASE are good, while BSC's scale is noticeably smaller.
Overall, SOL's market is indeed larger and
SOL-0,54%
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ForkPrincevip:
This move by SOL is really strong. You could feel it during the order sweep; the liquidity is just different.
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A former economic policy advisor recently highlighted an interesting tension in current trade policy: while the latest round of U.S. trade deal negotiations has delivered some tangible improvements on paper, the underlying threat of escalating tariffs continues to cast a shadow over market confidence.
The arithmetic seems straightforward—stronger negotiating positions should equal better outcomes. Yet anyone watching the markets knows it's more nuanced. Tariffs ripple through supply chains, hit corporate margins, and ultimately affect risk appetite across asset classes. For traders and investo
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GateUser-7b078580vip:
Data shows that on-paper protocols are all just a facade; the real impact lies in the supply chain. The logic of miners consuming too much gas fee is the same—appears optimized, but actual costs haven't decreased... Hang on a bit longer, this wave of tariffs will eventually collapse.
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$JUNO is making waves on Uniswap Ethereum today. Here's what the numbers tell us:
The 24-hour trading activity shows $22,663 in buy volume against $9,463 in sell volume—a solid bullish lean. With $32,132 in liquidity backing it and a market cap sitting at $101,729, the token has decent depth for traders looking to enter or exit positions.
The buy-to-sell ratio here suggests ongoing buying pressure. If you've been watching altseason plays, this one's worth keeping an eye on. The liquidity level is moderate, so watch your slippage if you're planning a larger trade.
Worth monitoring how this deve
TOKEN-15,45%
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SchroedingerAirdropvip:
Such a huge difference in buy and sell ratios, be careful of reverse dumping.
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Spotted an interesting meme token gaining traction on Solana—let's break down the numbers. Over the past 24 hours, buy volume hit $26,877 while sell volume came in at $19,812, showing decent activity. The market cap sits around $28,886, though liquidity is essentially zero—a common pattern for early-stage tokens. The buy-to-sell ratio looks relatively balanced, suggesting genuine trading rather than pure hype. If you're tracking emerging tokens on Solana, this one's worth monitoring. Just remember, zero liquidity means extremely high slippage risks, so proceed with caution on any entry.
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CountdownToBrokevip:
Zero liquidity is just uncomfortable to look at; slippage can eat up all your profits in minutes.
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The on-chain security team recently tracked a systematic scam case spanning over a year. The scammer from Canada, Haby (also known as Havard), impersonated a customer service representative of a major compliant platform and successfully carried out the scam using social engineering techniques, accumulating over $2 million in stolen crypto assets.
The modus operandi of this case is quite covert. The scammer used carefully crafted identities to gain users' trust before gradually executing the scam. The stolen funds ultimately flowed into various non-productive consumption— including purchasing r
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SybilAttackVictimvip:
Damn, 2 million just disappeared like that, and now I have to buy rare usernames and gamble? This guy really treats scamming as a career.
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Precious metals this wave of decline was quite sharp, and the drop was a bit fierce.
The day before yesterday during the live broadcast, I casually opened a mini position, and the trend was fierce, but I still managed to make some profit. To be honest, I was a bit surprised; the market volatility is indeed high.
But to say it's exaggerated is not quite right; mainly, it's just good luck to catch the rhythm. If only I could short 50 lots, I could plan to buy a set of scenic villa tomorrow (laughs). Trading is sometimes so exciting—opportunities and risks are often just separated by one position
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shadowy_supercodervip:
Mini positions can all be eaten, this feeling is unmatched
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The CC Beginner's Guide is here, and you can get started from zero. If you have friends interested in trying, feel free to give it a shot. However, as a crypto user, a word of caution—never install plugins casually. There are risks involved, so stay alert.
When using CC, it's best to keep everything organized in the same folder. Storing files separately can easily lead to issues. Make sure to keep the folders well-organized; otherwise, maintenance will become a headache later on, and troubleshooting problems will be more complicated. Remembering this point can help you avoid most common issues
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ProposalDetectivevip:
Hmm... It's that plugin trap again, I've fallen for it before.

Disorganized folders are indeed an invisible bomb, and it's too late to regret.

I'm really worried that beginners rush and end up losing their assets instantly.

CC still needs to be cautious, a careful approach ensures long-term safety.

Speaking of which, these basic skills should be learned in advance.

I don't dare to touch plugins now; last time I almost got scammed.

Storing files separately is truly a big taboo; organizing folders can save so much trouble.
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The AI backlash is real—and it's picking up steam.
We're seeing pushback from multiple angles now. Users frustrated with AI-generated spam. Companies questioning ROI on AI investments. Communities pushing back against automated solutions that miss the human touch.
What's interesting? This isn't a rejection of AI itself. It's a correction. The hype cycle always overshoots, and we're just hitting the reality check phase.
For those building in crypto and blockchain—this is actually a moment to think carefully. Not every problem needs AI integration. Sometimes the most valuable innovation comes fr
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staking_grampsvip:
ngl, rather than hyping AI, I actually want to see who can design a good incentive mechanism... that's what Web3 should be about.
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