The contrarian strength of AAOI on June 4 should not be interpreted as a counterexample to AI valuation concerns, but rather as an early signal that the market has begun to engage in "differentiated pricing" within the AI sector.

How Wall Street Is Dissecting SpaceX’s $1.77 Trillion Valuation

Recently, the world's largest Web3 security company, CertiK, released the "Skynet 2026 Stablecoin Threat Report," systematically outlining two core challenges currently facing the stablecoin ecosystem.

From Capital-Driven to Rate-Driven: The Market Logic Is Shifting.

The plunge in AI memory stocks may not be due to weakening demand, but rather a question of who can still capture the profits.

It is currently impossible to directly prove that Orchard has never contained counterfeit assets internally. Core Thesis: A severe vulnerability was discovered in Zcash's privacy pool, Orchard, allowing unlimited and undetectable counterfeiting of ZEC. Although patched, the inability to prove it was never exploited over the past nearly four years has led market participants to doubt the credibility of ZEC's supply, causing the price to crash over 30%.Key Elements:The vulnerability was discovered by security researcher Taylor Hornby on May 29, who successfully wrote an exploit locally capable of generating unlimited counterfeit ZEC, though it was not deployed on the mainnet.The flaw originated from an "incomplete constraint" in an elliptic curve multiplication check within the Orchard circuit, allowing an attacker to bypass the "asset conservation" verification and create assets out of thin air.The Zcash team patched the vulnerability through an emergency soft/hard fork within four days, but market panic stems from the fact the bug had been latent for nearly four years since its introduction in May 2022.Zcash's Turnstile Accounting mechanism can limit the total amount of assets flowing out of Orchard, preventing the total supply cap from being breached, but it cannot directly prove that counterfeit assets have never existed historically within the pool.To rebuild trust, Shielded Labs is planning a network upgrade, deploying a new privacy pool and performing a verifiable migration of assets from the old pool to ultimately prove supply integrity.The discovery process is noteworthy: Taylor utilized the newly released general-purpose AI model Claude Opus 4.8 to assist in reviewing and writing the exploit code, signaling AI's expanding capabilities into the security domain.

The MintBox brings the rights corresponding to 68 1:1 rare physical player cards on-chain and issues them publicly to all users.

Only when the market simultaneously believes that AI, orbital data centers, next-generation satellite networks, and longer-term space infrastructure can become real sources of revenue can this pricing logic be plausible.

SpaceX Locks IPO Price at $135; Fidelity Lowers Minimum Account Requirement for SpaceX IPO from $500,000 to $2,000.

In this era of narrative inflation, asceticism is an art form of storytelling.

Bitcoin dropping below $70,000 is not the end of the crypto industry, but a historic turning point where crypto completely breaks free from Bitcoin's dominance.

As AI enters the infrastructure construction phase, these server, network, fiber, and storage companies, once seen as low-growth, are experiencing a «blooming of old trees».Core Thesis: The AI market narrative is shifting from focusing on the scarcity of models and GPUs to a phase of large-scale infrastructure construction. This has led legacy tech stocks like Dell and Nokia, which possess capabilities in system integration, network connectivity, and storage delivery, to be revalued by the market as key participants in AI infrastructure. Their ability to handle complex projects, from chips to deployment for AI data centers, is the driving force.Key Elements:Change in Valuation Logic: Market focus is shifting from AI's "imagination" to orders, revenue, and delivery capabilities, benefiting system integrators like Dell (USD 24.4 billion in AI server orders) and HPE.Prominence of Network Connectivity: As AI clusters scale up, companies like Corning (optical communications revenue up 36% YoY), Nokia (receiving investment from NVIDIA), and Cisco (data center switch orders up over 40%) are being revalued for providing critical connectivity infrastructure like fiber optics and wireless networks.Surge in Storage Demand: AI model training and data archiving create substantial rigid demand for storage. Hard drive manufacturers like Western Digital (revenue up 45% YoY) are seeing a resurgence in value for their high-capacity products, which offer cost advantages in cold data storage scenarios.Verification Standard for Revaluation: Genuine revaluation needs to meet three conditions: clear order and revenue realization, upward revision of full-year performance guidance by management, and sustainable conversion into healthy profit quality, rather than just short-term inventory restocking.Dual Narrative Nature: This revaluation is not market nostalgia or simple hype. Rather, it is a systemic repricing of the value of the infrastructure segment as AI enters its deployment cycle, though it will not be distributed evenly among all "legacy tech stocks."

When AI steps out of the chatbox: three.ws begins to shape a body for Agents.

Buying coins with investors' money is the better option.

To understand how NVIDIA uses capital to weave the AI ecosystem, one must start with the "three-track architecture" of its investment system.

From US stock tokens and Pre-IPO to global payments, MSX is extending the use cases of digital assets from the investment realm to real-world consumption.