Most investors are chasing the wrong metric when evaluating AI working capital. EBITDA is just noise—what actually matters is what's sitting on the balance sheet.
Here's the real issue: we're swimming in trillions of private credit built on "assets" that nobody's properly audited. When you strip away the hype, there's a brutal gap between what people think those assets are worth and what they actually worth.
The inventory becomes everything. Right now, we've got this widening chasm between fantasy valuations and reality—and that's where the real risk lives. It's not about operational efficienc

The rise of unstable, contract-based work isn't just a temporary trend—it's fundamentally rewiring how people think about employment. What does a massive precarious workforce tell us about the future job market?
We're seeing the traditional 9-to-5 crumble. More people than ever are juggling multiple gigs, hustling between platforms, and living with income uncertainty. But here's the twist: this chaos is simultaneously opening doors.
The Web3 space is riding this wave hard. DAOs are hiring contributors globally without traditional employment contracts. Freelancers on blockchain platforms earn c

A fresh wave of disclosure data just surfaced—six members of Congress filed reports on 11 stock transactions exceeding $1 million throughout 2025. The portfolios in question? Positions spanning Nvidia, Microsoft, and Broadcom among others.
What's noteworthy here isn't just the dollar figures, but the broader political backdrop. Bipartisan support is quietly building momentum behind legislation that would effectively ban lawmakers from trading individual equities. This isn't your typical partisan gridlock scenario either—voices from across the aisle seem aligned on principle, if not yet on spec

Spotted an interesting Solana token with some notable 24-hour trading activity. The buy volume hit around $39.7K while sell volume came in at $29.2K over the same period. Current liquidity is minimal at basically zero, and the market cap sits around $50.8K.
The volume ratio here shows more aggressive buying pressure than selling, which is worth keeping an eye on. Of course, with such thin liquidity and a relatively small market cap, volatility is something to be very aware of. This type of setup is common in emerging Solana tokens—could be worth watching on the chart for confirmation before an

The Bitcoin market has been quite volatile recently. Since December 8th, Bitcoin spot ETFs have experienced approximately $716 million in net outflows, reflecting the attitude of some institutional investors during this period.
The price performance is also quite straightforward. On December 8th, Bitcoin was still around the $90,000 mark, but it quickly dropped to $88,000. The two-week decline seems quite alarming, but from the overall market resilience, the problem is not significant—such fluctuations are not enough to impact the fundamentals of Bitcoin given its size.
It should be noted that

A newly launched Solana-based token on Pump.fun has caught traders' attention with its recent trading metrics. The token showed $8,989 in buy volume over the past 24 hours against $4,570 in sell volume, indicating continued buyer interest. With current liquidity at $0 and a market cap of $16,590, the token represents an early-stage opportunity typical of the Solana memecoin ecosystem. The buy/sell volume ratio suggests relative strength despite the low liquidity environment, though traders should remain cautious with emerging tokens that lack substantial backing.

Looking at the trend of altcoins, the RSI indicator has already hit a historic low, and more painfully, there are no signs of bottoming out yet. The technical fundamentals of these small coins continue to deteriorate, and selling pressure is quite heavy.
From the data, oversold signals are already extremely obvious. Most altcoins' relative strength index has reached unprecedented lows, and the process of making new lows is still ongoing, with no clear signs of a rebound.
What does this reflect? Continuous outflow of funds, severe lack of market confidence, and complete technical breakdown. For

Industry insiders are buzzing that in 2026, Ethereum will launch two major hard fork upgrades—Glamsterdam and Hegota—which are of great significance to the development of the Ethereum network. Among them, Glamsterdam is the highlight, as it will introduce a parallel processing mechanism, which is a quite aggressive technical solution. The most direct improvement is a substantial increase in gas limits—doubling from the current 60 million to 200 million, directly doubling scalability.
More importantly, there will be an innovation in the validation mechanism. After the upgrade, validators will t

On-chain data tracking shows that a recently created wallet address has had a major move—withdrawn 329,400 LINK tokens from Binance in a single transaction, which is worth approximately $4.01 million at current prices. This sizable withdrawal is usually associated with either institutional accumulation or large investors adjusting their asset allocations. Such whale-level on-chain activities often attract market attention, as large liquidity shifts can sometimes impact the price of the coin.

A recent phenomenon that has attracted attention in the trading community is the明显分化表现 of some early popular AI concept coins. For example, AI meme coins launched around the same time like $goat, $act, and $aixbt have now seen their market caps drop to only a few tens of millions, with ecosystem vitality severely diminished.
In contrast, projects like $pippin still maintain a high level of popularity, and the reasons behind this are worth a deeper look. According to on-chain data analysis, these highly active coins exhibit明显特征 in their holding structures: over 80% of the circulating supply is

Japan's PM signals a shift toward fiscal restraint in the upcoming budget, aiming to shore up investor confidence amid global economic uncertainty. The commitment to disciplined spending is being watched closely—not just by traditional markets, but also by crypto participants tracking macroeconomic trends. When major economies tighten fiscal policy, it typically affects liquidity flows and capital reallocation across asset classes, including digital assets. Japan's prudent approach could influence how institutional capital moves between equities, bonds, and alternative investments like cryptoc

On-chain data shows that ShapeShift founder Erik Voorhees has recently made a major move again. He deposited 1,635 ETH into the THORChain protocol, with this asset valued at approximately $4.81 million, aiming to exchange it for BCH.
This is not Voorhees' first large on-chain transaction. As the founder of a well-known self-custody wallet and DEX aggregator platform, his trading activities have always been closely watched by market observers. This time, choosing to perform cross-chain swaps via THORChain reflects the application scenarios of such decentralized cross-chain protocols in large tr

One of the most meaningful developments on social platforms lately has been the integration of AI-assisted fact-checking tools - right up there with community-driven moderation features in terms of impact on information integrity.
What makes this genuinely powerful is the element of uncertainty. You can't predict in advance exactly how the AI will process or verify claims. I've noticed this creates an interesting dynamic - it prevents coordinated gaming of the system and keeps discussions more honest. When people don't know the exact mechanics beforehand, they're forced to engage with actual s

The momentum from last week's trading rewards is still going strong—we distributed $36,500 to our community through the CMC20 campaign, and the response was incredible.
Now it's time for Round 2. This time around, we're putting another $36,500 on the table, and the mechanics are even more rewarding. We've got 1,000 ranking winners across the board, but here's where it gets interesting: the rewards structure really accelerates from rank 200 onwards. The higher you climb, the bigger your share becomes.
It's straightforward—trade and hold CMC20 tokens to lock in your position on the leaderboard.

Japan's central bank chief Kazuo Ueda just signaled that rate hikes are likely on the table for next year. His reasoning? The BOJ is gaining momentum toward hitting its inflation target, which suggests confidence is building on the price stability front. This kind of monetary policy shift from major central banks tends to ripple through global markets pretty quickly. When traditional central banks start tightening, it usually reshapes how investors think about asset allocation across different categories—including digital assets. The timing and pace of rate adjustments will be something worth

Assets on Katana such as ETH, USDC, USDT, WBTC that are cross-chain assets are not idle after they come in. These assets are used for low-risk financial operations, and the profits earned are reinvested into Katana's DeFi ecosystem. This creates a positive feedback loop.
So, what do users get during the interaction process? Essentially, it's vbToken — that is, Vault Bridge Token. When users deposit cross-chain assets on VaultBridge, they receive corresponding tokens like vbUSDC, vbETH, vbWBTC. These vbTokens represent your share in the vault as well as your right to share in the profits. Simpl

Here's the real tension nobody talks about: China's economy isn't suffocating from manufacturing overload. That's actually the symptom, not the disease.
The actual bottleneck? A shortage of advanced services. Think about it this way—manufacturing pulls nations out of poverty. That's the proven playbook. But once you've made that climb, the economies that keep growing are the ones that master high-value services.
The manufacturing piece? It's not going anywhere—it's the foundation. But it's also crowded, margin-thin, and cyclical. Advanced services, though—that's where the next phase of value c

South Korea's parliament has moved forward with legislation designed to combat false information, though the move has sparked considerable debate over potential censorship implications. The bill, which targets the spread of misinformation, comes as policymakers worldwide grapple with regulating online content while balancing free speech concerns. Critics argue that overly broad definitions of "false information" could be weaponized against legitimate discourse and dissent. This development mirrors growing global tensions between information governance and individual freedoms—a theme that reson

Japan's two-year government bond auction showed softer demand compared to its 12-month historical average—a signal that markets are bracing for more aggressive action from the Bank of Japan. The central bank faces mounting pressure to tighten monetary policy faster, driven by persistent inflation concerns and the need to stabilize the yen. As rate hike expectations intensify, investors are recalibrating their positions across fixed-income markets. For crypto participants watching macro trends, this kind of policy tightening typically influences capital flows between risk assets and traditional

Fresh data shows U.S. unemployment benefit applications are sliding lower, holding steady within historically comfortable territory. This kind of labor market resilience typically signals economic stability—though it's worth watching how sustained employment trends factor into broader monetary policy decisions. For crypto investors, these readings matter: stronger labor conditions often correlate with shifts in liquidity and risk appetite across markets. Keep an eye on how Fed policymakers interpret these signals in the coming weeks, as employment strength could shape their next moves on rates