# Transformation的所有文章

在 HTX 新聞中心流覽與「Transformation」相關的最新資訊與深度分析。潘蓋市場趨勢、專案動態、技術進展及監管政策，提供權威的加密行業洞察。

Founder of Real Vision: We Are Living in the Era of Exponential Growth

Real Vision founder Raoul Pal argues that humanity is now in an "Age of Exponential Growth," a reality the human brain's linear intuition struggles to comprehend. The core drivers are the convergence of multiple, mutually-reinforcing technological curves: Artificial Intelligence, robotics, solar & storage, biotechnology, and blockchain networks. He notes that while his 2021 analysis correctly identified fiat currency debasement and assets like Bitcoin as inflation hedges, he underestimated the scale of change. Beyond monetary liquidity, a more profound force is at work: these key technologies have moved from theoretical promise into simultaneous, accelerating commercialization. They are no longer growing in parallel but are fusing, creating a "double exponential" growth curve. AI and robotics create an "artificial labor supply," breaking the cycle of debt-driven growth needed to offset aging demographics. Energy, particularly solar power guided by Wright's Law, is seeing collapsing costs, removing a key bottleneck for compute-hungry AI. Cryptocurrencies are evolving from monetary assets into the essential, programmable settlement layer for transactions between future AI agents. This fusion creates a feedback loop: AI optimizes energy grids, cheaper energy powers more compute, which builds better AI, and crypto networks settle the transactions. This leads to "Reed's Law" playing out at scale, where intelligent nodes (AI agents) form and re-form groups at machine speed, creating network value that grows at 2^n. Pal concludes that the critical question is no longer how to protect jobs from machines, but how to own a share of the machines and their foundational infrastructure. He sees the 2030-2032 period as a potential "Economic Singularity" where these trends fully merge, fundamentally transforming the economy. The data, he asserts, shows this is not a bubble but an observable, quantifiable new era.

Foresight News07/15 09:37

Founder of Real Vision: We Are Living in the Era of Exponential Growth

Foresight News07/15 09:37

From 2 Million Monthly Active Users to Zero: Zapper's Demise in the "Maturation" of DeFi

From 2M MAU to Zero: The Demise of Zapper in a Maturing DeFi Landscape On July 8, 2026, Zapper co-founder Seb Audet announced the platform's full shutdown. Once a DeFi star with 2 million monthly active users, $13B in processed transactions, and $16.5M in funding, Zapper's journey ends. Born in 2020 from the merger of DeFiZap and DeFiSnap, Zapper rode the "DeFi Summer" wave. It became essential for users to track complex, multi-protocol yield farming positions across chains. At its peak, it supported 14 chains, 450+ protocols, and 7000+ tokens, with its signature "Zap" feature simplifying multi-step DeFi actions. However, sustainable revenue never materialized. Its primary model—taking small fees from DEX aggregation—faced fierce competition and squeezed margins. Meanwhile, maintaining its extensive, real-time data indexing system was costly. Crucially, the DeFi ecosystem matured, with activity and liquidity concentrating in fewer top protocols. The core demand for a complex, multi-protocol dashboard waned as user behavior simplified. Zapper attempted multiple pivots that failed to gain traction: an NFT-based points system (2021), a social app called Chainchat (2023), and plans for a ZAP token and open protocol (2024). These efforts reflected a persistent "blockchain-native" mindset focused on creating new C端 (consumer) needs rather than addressing existing pain points or bolstering its revenue-generating products. The article contrasts Zapper with DeBank, which successfully narrowed its asset-tracking focus while developing Rabby Wallet—a revenue-stabilizing, competitive product. Zapper's story serves as a cautionary tale for tooling projects: over-immersion in a purist vision, coupled with an inability to adapt business models to market shifts—like the consolidation of DeFi activity—can be fatal, even for once-dominant platforms.

marsbit07/10 03:50

From 2 Million Monthly Active Users to Zero: Zapper's Demise in the "Maturation" of DeFi

marsbit07/10 03:50

US Power Grid Sounds Red Alert Amid Scorching Heat, Bitcoin Mining Takes the Blame?

In late June 2026, a "heat dome" pushed the PJM Interconnection, the largest U.S. power grid, to its limits, triggering emergency orders from the Energy Secretary. One order allowed temporary suspension of environmental limits for power plants, while another mandated large users like data centers and bitcoin mines to cut grid power within 15 minutes, relying on backup generation instead. Contrary to appearing as passive "power hogs," major bitcoin miners are active participants in grid "demand response" programs. By voluntarily shutting down operations during peak stress, they receive significant financial credits. For example, Riot Platforms earned $21.0 million in Q1 2026 from such programs, drastically reducing its net mining costs. The article argues that the primary driver of the grid strain and soaring electricity prices is not bitcoin mining, which accounts for only 0.6%–2.3% of U.S. consumption, but the explosive growth of AI data centers. PJM forecasts a 32 GW demand surge by 2030, with 30 GW coming from data centers. Recognizing this shift, leading mining companies are strategically pivoting. They are leveraging their existing power infrastructure and contracts to transition into high-performance computing (HPC) and AI data center hosting, positioning this as a more lucrative future business model than traditional mining alone.

marsbit07/08 13:47

US Power Grid Sounds Red Alert Amid Scorching Heat, Bitcoin Mining Takes the Blame?

marsbit07/08 13:47

BIT Research: The 2028 Halving Is Not the End, the Real Shake-Up of the Bitcoin Mining Industry Is Just Beginning

The Bitcoin mining industry is undergoing its most complex structural adjustment since inception. Despite Bitcoin's price holding near $61,000 and the network hash rate approaching a record 1 ZH/s, miner profitability is deteriorating. The industry is operating close to its breakeven point, with the 2028 halving expected to accelerate consolidation. The challenges extend beyond the halving's subsidy reduction; the industry's revenue model has yet to successfully transition towards a fee-driven structure. Increasingly, mining companies are evolving from simple Bitcoin producers into infrastructure and energy operators, including providers of AI/HPC computing power. Competition is shifting from pure hash rate expansion to business model upgrades. Economic pressure is evident. The theoretical daily mining revenue at current prices is around $78 million, yet the actual figure is only about $33 million—a 136% gap. Transaction fees remain low at roughly $220k daily, far below historical implied levels. With a current estimated industry-wide breakeven price near $65,000, mining alone is struggling to generate ideal profits. The 2028 halving is projected to push the fundamental production cost floor to approximately $93,289. This will likely accelerate a shift towards consolidation among larger, well-capitalized miners with diversified revenue streams. Competitive advantage will belong to institutionalized players with access to low-cost energy, AI/HPC hosting operations, and stronger balance sheets. In essence, Bitcoin mining is transitioning from a "mining business" to an "infrastructure business." Future profitability and resilience will depend less on block rewards and more on diversified income sources like energy management and computational infrastructure services. For investors, the key question is not the halving itself, but which miners can successfully navigate this business model transformation.

marsbit06/27 07:32

BIT Research: The 2028 Halving Is Not the End, the Real Shake-Up of the Bitcoin Mining Industry Is Just Beginning

marsbit06/27 07:32

It Turns Out the First Real-World Application of AI x Crypto is in Security Auditing

The article explores the surprising trend where AI's first major impact on crypto has been in security auditing, not in areas like trading or analytics. It details how AI-powered tools are dramatically lowering the barrier to finding smart contract vulnerabilities, enabling attackers to scan thousands of contracts and execute exploits within minutes. This has rendered traditional, manually-produced audit reports with their month-long validity periods increasingly obsolete, creating a critical "structural crack" in the old security model. Cases like Drift Protocol and KelpDAO show that even extensively audited protocols can be hacked through social engineering, operational flaws, or infrastructure misconfigurations beyond pure code review. Attackers are also using AI to find and exploit vulnerabilities in years-old, deployed contracts. Notably, OpenZeppelin's co-founder has expressed a grim view that "all DeFi is insecure" due to AI's asymmetric advantage. In response, the audit industry is undergoing a fundamental shift. While there's a short-term spike in defensive re-audits, the long-term business model is changing. Firms are developing AI-assisted systems and moving from one-time report deliveries towards embedded, continuous services like real-time monitoring and formal verification. Examples include AI tools uncovering critical, previously missed vulnerabilities in heavily audited protocols like Curve Finance and Zcash. The conclusion is that security must become a continuous investment, not a one-time checkbox, and audit firms must rapidly evolve their tools and service models to survive.

marsbit06/26 07:20

It Turns Out the First Real-World Application of AI x Crypto is in Security Auditing

marsbit06/26 07:20

Never expected that the first tangible application of AI x Crypto is in security auditing

Unexpectedly, the initial major application of AI in the Crypto sphere has turned out to be security auditing. In 2026, DeFi has faced significant security challenges, with 121 hacking incidents resulting in approximately $942 million in losses. While AI was expected to first impact areas like quantitative trading, its initial breakthrough has instead transformed security auditing by drastically lowering the cost and skill barrier for finding smart contract vulnerabilities. The traditional audit model is facing obsolescence. Advanced AI models, such as Claude Mythos, enable attackers to scan thousands of contracts and identify vulnerability patterns at scale, compressing the time from discovery to execution to mere minutes. This renders the month-long validity of traditional audit reports ineffective. Notably, attacks now frequently target well-audited, established protocols by exploiting business logic flaws, operational security weaknesses, and even years-old historical contracts, demonstrating that old audit reports offer zero protection. This pressure is forcing a fundamental shift in the industry. In the short term, a wave of defensive re-auditing is occurring, driven by projects seeking to meet new AI-era security standards and regulatory requirements. In the long run, audit firms' business models are diverging. The one-time report delivery model is declining in value, as evidenced by platforms like Code4rena shutting down. Leading firms are now pivoting towards AI-powered defense, integrating continuous monitoring, real-time on-chain risk detection, and embedding security directly into the development phase, as seen with tools like OpenZeppelin's Skills system. Ultimately, the era of "audit once, secure forever" is over. Security must become a continuous, embedded infrastructure investment for projects. For audit companies, survival depends on proactively transforming from traditional service providers into platforms offering AI-native, ongoing security solutions.

链捕手06/26 07:13

Never expected that the first tangible application of AI x Crypto is in security auditing

链捕手06/26 07:13

Crypto Miners' Big AI Gamble: Valuations Enter Differentiation Stage, Comeback Fight Proves Tough

Crypto Mining Firms' AI Bet: Valuation Divergence and a Challenging Transformation Facing declining profitability in crypto mining, mining companies are pivoting to AI infrastructure, capitalizing on their existing power resources, land, and data center expertise to offer GPU compute power. This transition narrative has boosted their stock prices significantly, with firms like Hut 8 and Bitfarms seeing gains over 100% year-to-date, far outpacing Bitcoin. This has led to a market valuation split, with pioneers like CoreWeave reaching a $62.8B market cap, while others remain below $5B. The market currently prioritizes growth potential over short-term profits, which remain under pressure due to heavy capital expenditures for AI build-outs and crypto asset volatility. However, the transformation is a high-stakes gamble. Bitcoin mining profitability is shrinking, with the average production cost around $63,707 and miner margins contracting. While AI offers a more lucrative long-term path, it requires massive investment—estimated at a $500B near-term funding gap. Success now hinges on execution: delivering on contracted power capacity, securing quality tenants like major cloud providers, and managing the immense financial burden. The valuation focus is shifting from mere power capacity to project delivery, future cash flows, and tenant quality, making this a difficult but critical turnaround attempt.

链捕手06/20 03:28

Crypto Miners' Big AI Gamble: Valuations Enter Differentiation Stage, Comeback Fight Proves Tough

链捕手06/20 03:28

The 'Side Hustle Survival' of DAT Companies: After the Accumulation Flywheel Stops, They Begin Self-Rescue

"Metaplanet's 'Side Hustle Survival': After the 'Crypto Hoarding Flywheel' Stops, They Begin Self-Rescue" The article discusses the strategic pivot of Digital Asset Treasury (DAT) companies as the once-lucrative model of hoarding cryptocurrencies, pioneered by MicroStrategy, faces challenges. With the crypto bear market and the rise of ETFs offering direct, low-premium exposure, many DAT firms are abandoning the passive treasury model. Prominent examples include ETHZilla, which sold ETH to repay debt and shifted to RWA tokenization, and others like Prenetics Global exiting completely. Facing stalled growth, remaining companies are pursuing two main survival paths. The first path is transforming into institutional crypto asset management platforms and yield funds. SharpLink Gaming exemplifies this by staking 100% of its ETH and partnering with Galaxy Digital to launch a yield fund. GameSquare is taking a more aggressive approach, using AI-driven algorithms across DeFi protocols to seek higher returns. The second path involves becoming blockchain infrastructure operators, particularly in the Solana ecosystem. Companies like DeFi Development and SOL Strategies are moving beyond holding SOL to operating validator networks and launching liquid staking tokens, building fee-based revenue models from ecosystem participation. The article notes these transitions reflect a broader industry maturation, shifting from financial engineering to building operational moats through technology, network effects, and deep ecosystem integration. However, risks remain, including DeFi protocol vulnerabilities and dependence on specific blockchain networks' health. Ultimately, this collective shift signals that in crypto, sustainable value comes not from capital games but from active participation, cash flow generation, and providing real utility—a necessary, if painful, step towards industry maturity.

marsbit06/18 04:11

The 'Side Hustle Survival' of DAT Companies: After the Accumulation Flywheel Stops, They Begin Self-Rescue

marsbit06/18 04:11

DAT Companies Take on Side Businesses

The article details the strategic shifts of Digital Asset Treasury (DAT) companies amid a prolonged market downturn. Initially popularized by firms like MicroStrategy, the DAT model—where companies hold cryptocurrencies on their balance sheets—has faced significant pressure as crypto ETFs eroded their investment thesis and bear markets strained finances. Key players are adapting in several ways. Some, like ETHzilla, have abandoned the model entirely. Others are pivoting towards becoming active, revenue-generating participants in the crypto ecosystem rather than passive holders. This evolution is taking two main paths: 1. **Transformation into Institutional Crypto Asset Managers:** Companies like SharpLink Gaming and GameSquare are leveraging their holdings to generate yield, moving beyond simple storage. They employ strategies like 100% ETH staking or using machine learning to optimize DeFi yields, positioning themselves as platforms offering institutional-grade crypto yield products. 2. **Becoming Blockchain Infrastructure Operators:** This is prominent in the Solana ecosystem. Firms like DeFi Development and SOL Strategies are acquiring validator businesses, issuing liquid staking tokens (e.g., dfdvSOL, fwdSOL), and integrating them into DeFi protocols. They generate fee-based revenue from these operations, building network effects. The article notes that successful转型 hinges on building operational expertise and defensible business models around crypto assets, such as technical advantages or deep ecosystem integration. However, these new paths carry risks like smart contract vulnerabilities or ecosystem dependence. Ultimately, this collective shift signals a maturation phase for the DAT movement. It highlights that in crypto, sustainable value is increasingly tied to active participation, cash flow generation, and providing real utility, rather than speculative capital allocation alone.

Foresight News06/18 02:03

Foresight News06/18 02:03

Ethena's Transformation and Wall Street's Anxiety

**Title: Ethena's Pivot and Wall Street's Anxiety** **Summary:** In June 2026, stablecoin protocol Ethena entered a strategic partnership with $480 billion asset manager Janus Henderson. This multi-layered deal, involving treasury integration, token investment, and planned exchange-traded products, marks Ethena's full entry into traditional finance (TradFi) and underscores Wall Street's strategic push into the stablecoin space. This move follows Ethena's significant evolution from its original "delta-neutral" model, which relied on crypto perpetual futures, to a "hybrid RWA" structure incorporating US Treasuries, corporate credit (via a Janus Henderson CLO fund), and other traditional assets. The pivot was driven by vulnerabilities exposed in its original model during a 2025 market downturn. For traditional giants like Janus Henderson, the collaboration addresses deep-seated anxieties: the pressure to participate in asset tokenization, the need to offer competitive yields in a low-rate environment, and, most critically, the fear of losing control over the financial "on-ramps" as stablecoins become a core settlement layer. The partnership exemplifies the blurring line between DeFi and TradFi, with stablecoins at the center of this convergence.

Foresight News06/12 09:01

Ethena's Transformation and Wall Street's Anxiety