Leaving the Crypto World for AI: Is It Really a Clear-Headed Choice?

marsbitPublicado em 2025-12-24Última atualização em 2025-12-24

Resumo

The author observes a growing trend of people exiting the Web3 space to fully commit to AI, but argues against this binary choice. Instead, the piece advocates for finding synergies between AI and Crypto, identifying AI × Crypto as an underestimated, foundational sector. Examples include AI agents, on-chain data, decentralized computing, AI payments, and stablecoins. The article refutes the notion that the crypto industry is dead, citing historical cycles like the post-2018 ICO crash followed by the 2020 DeFi Summer. It highlights irreversible trends such as stock tokenization by Nasdaq, blockchain exploration by SWIFT, and stablecoins capturing ~15% of cross-border payments. While emphasizing that learning AI is essential to avoid obsolescence, the author cautions against viewing it as a guaranteed path to wealth. AI is a tool that lowers startup barriers but raises the bar for success, potentially accelerating wealth concentration in centralized companies. The piece notes the monumental returns of AI stocks like NVIDIA (200-300x in 10 years) and early private investments, but points out that such opportunities are largely inaccessible to retail investors. For them, early-stage opportunities remain more viable in Web3. The conclusion recommends continuing to learn both Web3 and AI in 2026, researching AI stocks, and focusing on the intersection of AI and Crypto. The key is not to abandon crypto but to upgrade one's cognitive framework.

Original Author: DeFi Teddy, Founder of Biteye

Recently, I've clearly noticed a trend:

More and more friends around me are liquidating their Web3 holdings and going all in on AI.

I don't entirely agree. Here's my brief take.

Conclusion first: It's not about choosing sides, but finding the intersection.

Crypto & AI: Not an Either-Or Choice

AI and Web3 are not conflicting; instead, they are converging.

I myself am learning Vibe Coding and leading a team in an AI startup, while continuously researching new opportunities in Web3.

What's truly underestimated is:

The "enlightenment-level track" of AI × Crypto.

Agent, on-chain data, decentralized computing power, AI payments, stablecoins......

Leaving now might mean missing out on the early stages.

Is the Crypto World Really Over? History Has Already Given the Answer

The "crypto is dead" slogan has been cried wolf many times, for example:

After the 2018 ICO crash and global regulation, many left, thinking the industry was dead.

But in 2020, DeFi Summer emerged,

and Wall Street and regulators began truly embracing crypto.

Although BTC is under pressure now, the trend of traditional finance being revolutionized by blockchain is already irreversible:

- Nasdaq is advancing stock tokenization,

- SWIFT is exploring blockchain solutions,

- Stablecoins already account for about 15% of cross-border payments.

AI Must Be Learned, But Don't Mythologize It

Not learning AI will inevitably lead to being left behind.

But AI itself is not a money printer; it's just a tool.

AI lowers the barrier to entrepreneurship,

but also raises the bar for success.

Just like the mass entrepreneurship wave in 2015:

Super individuals will definitely emerge,

but the vast majority will just be more efficient workers or small business owners.

The reality is harsh and must be recognized: AI will accelerate wealth inequality because the biggest beneficiaries are centralized companies.

AI Stocks Must Be Watched

Deepseek data:

NVIDIA has risen 200–300 times in 10 years,

comparable only to Bitcoin's 300 times and Ethereum's 1200 times.

A domestic example: the previously hot Moore Threads. Early investor Peixian Qianyao achieved an investment myth of 6000 times returns and 12 billion in paper gains. However, such opportunities are inaccessible to ordinary retail investors. For the average person, early investment opportunities are still more accessible in web3.

Summary:

In 2026, continue learning Web3 + AI, while researching AI stocks, with a focus on the intersection opportunities of AI × Crypto.

It's not about fleeing the crypto world, but about upgrading your cognition. What do you all think?

Perguntas relacionadas

QAccording to the author, what is the relationship between AI and Web3?

AThe author believes that AI and Web3 are not in conflict but are instead converging. He argues that the truly undervalued area is the 'enlightenment-level track' of AI x Crypto, which includes opportunities in Agent, on-chain data, decentralized computing power, AI payments, and stablecoins.

QWhat historical evidence does the author provide to counter the claim that 'the crypto circle is dead'?

AThe author cites the ICO crash and global regulation in 2018, after which many people left, believing the industry was dead. However, DeFi Summer emerged in 2020, and traditional finance began embracing cryptocurrency. He also points to ongoing trends like Nasdaq advancing stock tokenization, SWIFT exploring blockchain solutions, and stablecoins accounting for about 15% of cross-border payments.

QWhat is the author's view on the impact of AI on wealth distribution?

AThe author states that AI will accelerate the wealth gap because the biggest beneficiaries are centralized companies. While AI lowers the barrier to entry for entrepreneurship, it also raises the threshold for success, potentially leaving most people as more efficient workers or small individual businesses rather than achieving significant success.

QWhat investment example does the author use to illustrate high returns, and what point does he make about accessibility for ordinary investors?

AThe author mentions that Nvidia's stock rose 200-300 times over 10 years, comparable to Bitcoin's 300x and Ethereum's 1200x. He also cites the example of Moore Threads in China, where early investors achieved a 6000x return. However, he notes that such opportunities are not accessible to ordinary retail investors and suggests that Web3 offers more friendly early investment opportunities for the average person.

QWhat is the author's final recommendation for 2026 regarding Web3 and AI?

AThe author's final recommendation is to continue learning about both Web3 and AI, research AI stocks, and focus particularly on the intersection opportunities of AI x Crypto. He emphasizes that this is not about fleeing the crypto circle but about upgrading one's cognitive understanding and perspective.

Leituras Relacionadas

When AI Begins to Audit the World: From Claude Discovering the ZEC Vulnerability, Watching the Encryption Industry Enter the 'Recursive Security Era'

**When AI Audits the World: From Claude's Discovery of a ZEC Vulnerability, Viewing the Crypto Industry Entering a "Recursive Security Era"** This article examines a pivotal shift in the blockchain security landscape, triggered by the convergence of two events: Anthropic's research on AI's "Recursive Self-Improvement" and Claude Opus 4.8's discovery of a critical vulnerability in Zcash's code. Traditionally, crypto security has relied on human experts and automated tools for periodic audits. However, the article argues AI is transitioning from a mere tool to an active participant in understanding and analyzing complex systems. Claude's ability to identify a subtle flaw in Zcash's zero-knowledge proof system demonstrates AI's potential to dramatically lower the cost and time required for risk discovery. This goes beyond finding a single bug; it signals a change in the very mechanism of how vulnerabilities are found. The core thesis introduces the concept of "Recursive Security," drawing a parallel to Anthropic's "Recursive Self-Improvement." Just as AI can accelerate its own development through feedback loops, security systems are evolving towards a continuous cycle of analysis, risk identification, remediation, and re-analysis. Security is becoming a persistent, evolving capability integrated into a system's lifecycle, rather than a one-time pre-launch audit. This shift is particularly urgent for the crypto industry, where system complexity from Layer-2 networks, modular architectures, and ZK-proofs is growing faster than human analysis capacity. AI excels at the pattern recognition and contextual understanding needed to navigate this complexity. Importantly, the article cautions that AI augments both defenders and potential attackers, accelerating the entire threat landscape. The future competitive advantage may not lie in having zero vulnerabilities, but in having the fastest risk discovery, validation, and response capabilities. The Claude-Zcash incident is thus an early signal of an era where AI-driven, recursive security systems become essential for managing risk in an increasingly complex digital world.

marsbitHá 1h

When AI Begins to Audit the World: From Claude Discovering the ZEC Vulnerability, Watching the Encryption Industry Enter the 'Recursive Security Era'

marsbitHá 1h

From MSTR to STRC+: Where Is the Limit of the Strategy Universe?

From MSTR to STRC+: The Evolution and Limits of the Strategy Universe This article examines the transformation of Strategy (formerly MicroStrategy) from a simple "Bitcoin treasury" company into a complex financial engineering firm building a BTC-backed credit system. **Core Thesis:** Strategy's true significance lies not just in its massive BTC holdings (~844k BTC), but in its attempt to transform this static reserve into a multi-layered credit curve within traditional capital markets and, subsequently, into on-chain yield infrastructure. **The MSTR Flywheel:** The initial model was a reflexive loop: BTC price rises → MSTR stock rises → company raises capital (debt/equity) at a premium → buys more BTC → increases per-share BTC exposure → MSTR premium grows. This "amplified Bitcoin" equity (MSTR) thrives on bullish momentum but is vulnerable to tightening premiums and rising funding costs. **Building the Credit Curve:** Strategy's innovation is slicing its single BTC balance sheet into different risk/return profiles via specialized securities: * **MSTR:** High-volatility equity layer absorbing full BTC upside/downside. * **STRC:** Key product. A perpetual preferred stock designed as "short duration high yield credit," offering ~11.5% floating monthly dividends. It attracts fixed-income investors seeking yield without direct BTC exposure, funding Strategy's operations. * **STRD/STRK/STRF:** Other preferred/share classes with varying durations, conversion rights, and fixed dividends. **Risks of the STRC Model:** STRC's high yield is not risk-free. Its stability depends on: 1) Sufficient BTC asset coverage, 2) Strategy's continued ability to pay dividends, and 3) Market faith in the MSTR/STRC funding flywheel. Stress points include deep BTC price declines eroding the asset buffer, rising dividend costs if STRC trades below par, and a broken flywheel if MSTR's premium (mNAV) falls persistently. **On-Chain Expansion: STRC+:** Projects like **Saturn** and **Apyx** aim to package STRC's (and other DAT preferred stock) cash flows into on-chain stablecoin yield (e.g., sUSDat, apyUSD). They offer DeFi a new yield source distinct from trading fees or incentives—cash dividends from traditional securities. However, this introduces compounded risks: off-chain custody, issuer credit risk, BTC volatility, and protocol execution risk. **Conclusion: The Ultimate Boundary** Strategy's endgame is not infinite BTC accumulation. It is the market's long-term acceptance of a new credit system where BTC serves as collateral for tradable securities whose cash flows can power on-chain financial applications. Its "universe" expands if this BTC-native credit curve gains legitimacy, but contracts if these instruments are repriced purely as high-risk, yield-bearing credit assets without stablecoin mythology.

marsbitHá 1h

From MSTR to STRC+: Where Is the Limit of the Strategy Universe?

marsbitHá 1h

Trading

Spot
Futuros

Artigos em Destaque

Como comprar BILL

Bem-vindo à HTX.com!Tornámos a compra de Billions Network (BILL) simples e conveniente.Segue o nosso guia passo a passo para iniciar a tua jornada no mundo das criptos.Passo 1: cria a tua conta HTXUtiliza o teu e-mail ou número de telefone para te inscreveres numa conta gratuita na HTX.Desfruta de um processo de inscrição sem complicações e desbloqueia todas as funcionalidades.Obter a minha contaPasso 2: vai para Comprar Cripto e escolhe o teu método de pagamentoCartão de crédito/débito: usa o teu visa ou mastercard para comprar Billions Network (BILL) instantaneamente.Saldo: usa os fundos da tua conta HTX para transacionar sem problemas.Terceiros: adicionamos métodos de pagamento populares, como Google Pay e Apple Pay, para aumentar a conveniência.P2P: transaciona diretamente com outros utilizadores na HTX.Mercado de balcão (OTC): oferecemos serviços personalizados e taxas de câmbio competitivas para os traders.Passo 3: armazena teu Billions Network (BILL)Depois de comprar o teu Billions Network (BILL), armazena-o na tua conta HTX.Alternativamente, podes enviá-lo para outro lugar através de transferência blockchain ou usá-lo para transacionar outras criptomoedas.Passo 4: transaciona Billions Network (BILL)Transaciona facilmente Billions Network (BILL) no mercado à vista da HTX.Acede simplesmente à tua conta, seleciona o teu par de trading, executa as tuas transações e monitoriza em tempo real.Oferecemos uma experiência de fácil utilização tanto para principiantes como para traders experientes.

245 Visualizações TotaisPublicado em {updateTime}Atualizado em 2026.06.02

Como comprar BILL

O que é ATWO

I. Introdução ao ProjetoArena Two é uma plataforma interativa descentralizada que permite aos fãs desempenhar um papel ativo e tokenizado nos resultados de eventos em tempo real. Ao contrário dos modelos tradicionais de transmissão que reduzem os fãs a espectadores passivos, a Arena Two utiliza a tecnologia blockchain para permitir que os fãs votem diretamente em tempo real e influenciem os resultados em campo.II. Informação sobre o TokenNome do token: ATWO(Arena Two)III. Links RelacionadosWebsite:https://arenatwo.com/Exploradores:https://basescan.org/token/0x499D35eBE6cEe9B2Ac35Fd003fcBbeeB9CFc7B32Twitter:https://x.com/arenatwoXNota: A introdução ao projeto provém dos materiais publicados ou fornecidos pela equipa oficial do projeto, que é apenas para referência e não constitui aconselhamento de investimento. A HTX não se responsabiliza por quaisquer perdas diretas ou indiretas resultantes.

218 Visualizações TotaisPublicado em {updateTime}Atualizado em 2026.06.02

O que é ATWO

Como comprar ATWO

Bem-vindo à HTX.com!Tornámos a compra de Arena Two (ATWO) simples e conveniente.Segue o nosso guia passo a passo para iniciar a tua jornada no mundo das criptos.Passo 1: cria a tua conta HTXUtiliza o teu e-mail ou número de telefone para te inscreveres numa conta gratuita na HTX.Desfruta de um processo de inscrição sem complicações e desbloqueia todas as funcionalidades.Obter a minha contaPasso 2: vai para Comprar Cripto e escolhe o teu método de pagamentoCartão de crédito/débito: usa o teu visa ou mastercard para comprar Arena Two (ATWO) instantaneamente.Saldo: usa os fundos da tua conta HTX para transacionar sem problemas.Terceiros: adicionamos métodos de pagamento populares, como Google Pay e Apple Pay, para aumentar a conveniência.P2P: transaciona diretamente com outros utilizadores na HTX.Mercado de balcão (OTC): oferecemos serviços personalizados e taxas de câmbio competitivas para os traders.Passo 3: armazena teu Arena Two (ATWO)Depois de comprar o teu Arena Two (ATWO), armazena-o na tua conta HTX.Alternativamente, podes enviá-lo para outro lugar através de transferência blockchain ou usá-lo para transacionar outras criptomoedas.Passo 4: transaciona Arena Two (ATWO)Transaciona facilmente Arena Two (ATWO) no mercado à vista da HTX.Acede simplesmente à tua conta, seleciona o teu par de trading, executa as tuas transações e monitoriza em tempo real.Oferecemos uma experiência de fácil utilização tanto para principiantes como para traders experientes.

128 Visualizações TotaisPublicado em {updateTime}Atualizado em 2026.06.02

Como comprar ATWO

Discussões

Bem-vindo à Comunidade HTX. Aqui, pode manter-se informado sobre os mais recentes desenvolvimentos da plataforma e obter acesso a análises profissionais de mercado. As opiniões dos utilizadores sobre o preço de A (A) são apresentadas abaixo.

活动图片