logo
    • Buy Crypto
    • Markets
    • Futures
    • Spot
    • Earn
    • Affiliates & AI
    • More
    1. WEEX
    2. Crypto News
    3. Bitcoin, Capitals, Energy: Now AI is Everyone's Niche

    Bitcoin, Capitals, Energy: Now AI is Everyone's Niche

    By: rootdata|2026/08/14 16:21:25
    0
    Share
    copy
    Prefer us on GooglePrefer us on Google
    MARAMARA
    00.00%--
    RIOTRIOT
    00.00%--
    NOWNOW
    00.00%--
    COSTCOST
    00.00%--
    REDRED
    00.00%--
     
    • Bitcoin Red Team uses AI to detect vulnerabilities in the ecosystem.
    • Bitcoin miners allocate infrastructure and resources to the growing AI business.

    Artificial intelligence (AI) has ceased to be an industry that can be analyzed in isolation. Its advancement is already modifying the security of financial systems, competing for energy, infrastructure, and capital, and is changing the way vulnerabilities are detected.

    To put it clearly and directly: AI no longer needs to be the central theme of a story to end up being part of it.

    Proof of this is the hacking of Coldcard hardware wallets, which resulted in the theft of over 2,000 BTC. This episode accelerated a review of the infrastructure surrounding the digital currency. A distinction that is important to highlight simply because the Bitcoin protocol was not compromised.

    As reported by CriptoNoticias, Bitcoin Red Team, a coalition of security researchers, used AI to audit that ecosystem on a large scale. After analyzing 501 open-source projects, it reported nearly 7,958 vulnerabilities, with over 1,288 classified as high or critical severity.

    This episode shows how far AI is starting to extend. A story that began with the security of a hardware wallet ended up involving models capable of reviewing thousands of projects for flaws. And that is just one of the points where both industries began to intersect.

    AI Changes the Way Vulnerabilities are Sought

    Calle BTC, a developer and researcher from Bitcoin Red Team, described the current moment on August 13 as a "massive collision" between decades of open-source code developed by humans and the new AI models.

    For years, wallets, Lightning Network implementations, and other tools accumulated errors that needed to be found through traditional audits. Now, part of that work can be automated and executed on a much larger scale.

    The results were not exactly reassuring. "Everything is broken, Bitcoin is on fire," Calle BTC expressed.

    Here it is necessary to make a brief clarification because this phrase needs precision. The researcher is not saying that the Bitcoin protocol has been compromised, but rather that the review is exposing deficiencies in the software built around it. In fact, he believes that discovering them is part of the necessary process to strengthen the ecosystem.

    AI thus takes on a dual role. The same capability that can facilitate the search for a vulnerability can be used to find and fix it before it is exploited.

    Bitcoin Red Team has already completed a basic scan of nearly all the free software related to the currency, according to Calle BTC. High and critical severity flaws were communicated to the project leaders, although the speed of response depends on the maintenance of each one.

    The researcher believes that this work should continue. Instead of isolated audits, he proposes ongoing processes that combine different AI models, analysis techniques, and human review.

    If error detection can be automated, defense will have to accelerate.

    From Error Detection to Competing for Energy

    The intersection between both industries appears far from the code. Companies dedicated to Bitcoin mining are allocating part of their resources to the business of data centers and high-performance computing. MARA, Riot Platforms, and Bitdeer, among others, have advanced in this direction as demand related to artificial intelligence grows.

    The movement introduces competition for energy, electrical capacity, land, and infrastructure, resources that are essential for mining. At the same time, it opens a new potential source of income for companies whose profitability is conditioned by the price of BTC and the cost of electricity.

    Competition also extends to capital. The growth of companies linked to AI has turned the sector into one of the major investment destinations, forcing Bitcoin-related firms to compete for financing with an industry that requires extraordinary amounts of money to expand.

    The relationship, therefore, changes depending on where you look. AI can help protect the infrastructure around Bitcoin while simultaneously competing with its industry for some of the necessary resources to grow.

    Bitcoin is unlikely to be the last

    For Calle BTC, what is happening in the Bitcoin ecosystem foreshadows a process that will reach other technology industries.

    There are signs that this movement has already begun. Organizations such as the International Monetary Fund (IMF) and the Financial Stability Board (FSB) are analyzing how AI can increase the speed and scale at which vulnerabilities in traditional finance are found and exploited.

    The architecture of a bank and that of Bitcoin are completely different. Their vulnerabilities are also different. What they share is an increasing dependence on software at a time when it can be analyzed at a speed and scale previously difficult to achieve.

    That same pattern appears in other areas. In energy, the expansion of data centers modifies demand and forces competition for electrical capacity. In markets, AI companies attract capital that could be directed towards other sectors. And in cybersecurity, new tools can serve both to find a flaw and to correct it.

    Coldcard started as a story about the security of a hardware wallet. Following its consequences led to AI models auditing thousands of vulnerabilities. By broadening the perspective a bit more, the same technology reappears in mining, energy, infrastructure, and markets.

    There lies the fundamental change. AI no longer needs to be the subject of an industry to modify it. It can appear as a tool, competitor, risk, or source of income. AI has stopped seeking a niche. Now the niche belongs to everyone.

    -- Price

    --

    This content is provided for general informational purposes only and doesn't constitute financial, investment, legal, or tax advice. Any events, rewards, online promotions, or related information mentioned herein should not be considered a recommendation, solicitation, or invitation to purchase, sell, trade, or otherwise deal in any crypto assets. Crypto assets are highly volatile and may result in loss. The availability of WEEX services, products, and related events may vary by region. You are responsible for ensuring that your participation is in accordance with applicable local laws and regulations.

    You may also like

    The generation that grew up with cryptocurrencies is investing like their grandparents

    The generation that grew up with cryptocurrencies is investing like their grandparents

    Four Utilities from 20 Years Ago That Windows 11 Still Can't Replace

    Four Utilities from 20 Years Ago That Windows 11 Still Can't Replace

    Microsoft continues to add features to Windows 11 that many users do not request, while leaving out basic capabilities that existed two decades ago. Autoruns, WinDirStat, Ditto, and VLC are just a few of the free utilities that fill these gaps and that the company's engineers should study.
    AI Storage Chips Strengthen, SK Hynix Continues Pre-Market Rise

    AI Storage Chips Strengthen, SK Hynix Continues Pre-Market Rise

    From Web3 to AI: Why This Group Always Hits the Next Trend

    From Web3 to AI: Why This Group Always Hits the Next Trend

    RDDT Stock Jumps on S&P 500 Inclusion: Is Reddit Stock a Buy Before August 18?

    RDDT Stock Jumps on S&P 500 Inclusion: Is Reddit Stock a Buy Before August 18?

    RDDT stock surged after Reddit was added to the S&P 500. Here's why the stock jumped, the latest price outlook, bull vs. bear case, key risks, and whether RDDT is still a buy before the August 18 index inclusion.
    Kyiv BKK builds new factory near Kyiv for 200 million UAH: exports increased sixfold

    Kyiv BKK builds new factory near Kyiv for 200 million UAH: exports increased sixfold

    How FalconX Brings Institutional Loans on Chain? In-Depth Analysis of FALX Operation Mechanism

    How FalconX Brings Institutional Loans on Chain? In-Depth Analysis of FALX Operation Mechanism

    "If I had 500,000 XRP, I would immediately convert it to bitcoin": Peter Brandt

    "If I had 500,000 XRP, I would immediately convert it to bitcoin": Peter Brandt

    Fastest Way to Buy Directly! Fanatics Invests Heavily in Acquiring a Regulated Exchange, Regular Forces Land in the Prediction Market

    Fastest Way to Buy Directly! Fanatics Invests Heavily in Acquiring a Regulated Exchange, Regular Forces Land in the Prediction Market

    Iron Ore Falls as Chinese Credit Contracts to Record Low

    Iron Ore Falls as Chinese Credit Contracts to Record Low

    IBC-Br Declines 0.6% in June: What This Means for Interest Rates and Investments

    IBC-Br Declines 0.6% in June: What This Means for Interest Rates and Investments

    Ethereum's 'Rate Cut' Debate: Is EIP-8363 a Golden Window for Staking?

    Ethereum's 'Rate Cut' Debate: Is EIP-8363 a Golden Window for Staking?

    U.S. 30-Year Mortgage Rate Falls to 6.67%

    U.S. 30-Year Mortgage Rate Falls to 6.67%

    The 'New Oil' of the AI Era: Computing Power Futures Set to Launch

    The 'New Oil' of the AI Era: Computing Power Futures Set to Launch

    Cardano has two weeks to avoid a governance freeze as 4 committee seats expire

    Cardano has two weeks to avoid a governance freeze as 4 committee seats expire

    Cardano could lose most of its on-chain governance powers after Sept. 1 if it fails to renew 4 Constitutional Committee seats.
    Web3: Israeli Crypto Broker Bits of Gold Reports Data Breach Affecting 200,000 Users

    Web3: Israeli Crypto Broker Bits of Gold Reports Data Breach Affecting 200,000 Users

    New Scam Method Involving XRP

    New Scam Method Involving XRP

    Companies Profiting from War and Expensive Oil: Analyzing 5 Firms from the Warsaw Stock Exchange and Abroad

    Companies Profiting from War and Expensive Oil: Analyzing 5 Firms from the Warsaw Stock Exchange and Abroad

    UK CARF Enters Operational Phase: How Will Service Providers Report and What Impact Will It Have on Investors?

    UK CARF Enters Operational Phase: How Will Service Providers Report and What Impact Will It Have on Investors?

    Strategy Holds 843,775 BTC, Changes Financial Strategy Calculation

    Strategy Holds 843,775 BTC, Changes Financial Strategy Calculation

    The competitive axis of publicly listed companies holding large amounts of Bitcoin (BTC) is shifting from total holdings to per-share holdings and capital procurement structure.
    Anthropic Reveals Claude's Text Watermarking Method

    Anthropic Reveals Claude's Text Watermarking Method

    Anthropic has unveiled a method for embedding a machine-readable watermark in text generated by Claude that is invisible to the human eye. This measure responds to the transparency obligations of the EU AI Act.
    Financialization of AI Computing Power: Open Source Models are Pushing Computing Power to Capital Markets (Part 2)

    Financialization of AI Computing Power: Open Source Models are Pushing Computing Power to Capital Markets (Part 2)

    AI Race: The United States Demands to Choose a Side - The French Mistral Turns to China

    AI Race: The United States Demands to Choose a Side - The French Mistral Turns to China

    web3: Foreign Media: AI Payments and Tokenization May Drive Various Altcoins

    web3: Foreign Media: AI Payments and Tokenization May Drive Various Altcoins

    What is the relationship between BONK and Solana? Understanding BONK's position in the Solana ecosystem

    What is the relationship between BONK and Solana? Understanding BONK's position in the Solana ecosystem

    Ethereum Bulls Pay More: Why Isn't the Market Rising?

    Ethereum Bulls Pay More: Why Isn't the Market Rising?

    ETH consolidates below $1,920 as weak Open Interest, mixed derivative signals, and modest ETF flows reflect cautious demand.
    Web3: Paul Tudor Jones' Fund Replenishes BlackRock's Bitcoin ETF

    Web3: Paul Tudor Jones' Fund Replenishes BlackRock's Bitcoin ETF

    Florida AI Regulation Split into Political Advertising and Data Centers

    Florida AI Regulation Split into Political Advertising and Data Centers

    Florida is addressing artificial intelligence (AI) not as a single comprehensive bill but by dividing it into regulations based on usage, such as political advertising, insurance, data centers, and protection of minors.
    $194 Billion AI Corporate Bonds: Variables for Interest Rates and Gold Prices

    $194 Billion AI Corporate Bonds: Variables for Interest Rates and Gold Prices

    The issuance of corporate bonds by big tech companies to fund AI infrastructure investments has become a significant variable affecting both long-term government bond yields and gold prices.
    Is an AI Crash on the Horizon? The ECB Compares AI Euphoria to the Internet Bubble

    Is an AI Crash on the Horizon? The ECB Compares AI Euphoria to the Internet Bubble

    The generation that grew up with cryptocurrencies is investing like their grandparents

    Four Utilities from 20 Years Ago That Windows 11 Still Can't Replace

    Microsoft continues to add features to Windows 11 that many users do not request, while leaving out basic capabilities that existed two decades ago. Autoruns, WinDirStat, Ditto, and VLC are just a few of the free utilities that fill these gaps and that the company's engineers should study.

    AI Storage Chips Strengthen, SK Hynix Continues Pre-Market Rise

    From Web3 to AI: Why This Group Always Hits the Next Trend

    RDDT Stock Jumps on S&P 500 Inclusion: Is Reddit Stock a Buy Before August 18?

    RDDT stock surged after Reddit was added to the S&P 500. Here's why the stock jumped, the latest price outlook, bull vs. bear case, key risks, and whether RDDT is still a buy before the August 18 index inclusion.

    Kyiv BKK builds new factory near Kyiv for 200 million UAH: exports increased sixfold

    ...
    Invite friends, get rewards
    Invite to get up to $160 + 40% commission
    Invite friends, get rewardsInvite

    Contents

    AI Changes the Way Vulnerabilities are Sought
    From Error Detection to Competing for Energy
    Bitcoin is unlikely to be the last
    MARA

    Latest articles

    08/17/2026

    Norwegian Sovereign Fund's "Indirect Bitcoin Exposure" Surpasses 11,500, Setting New Record

    MARAMARA
    00.00%--
    BANKBANK
    00.00%--
    STABLESTABLE
    00.00%--
    08/16/2026

    Mining Companies' Hashrate Decreases by 21.2%, AI Leasing Expands

    The realized hashrate of publicly listed Bitcoin (BTC) mining companies decreased in the second quarter of 2026 compared to the previous quarter. Some companies have turned off mining equipment or reallocated power to AI and high-performance computing (HPC) infrastructure.
    RIOTRIOT
    00.00%--
    MARAMARA
    00.00%--
    HUTHUT
    00.00%--
    AMDAMD
    00.00%--
    ANTHROPICANTHROPIC
    00.00%--
    08/14/2026

    Bitcoin, Capitals, Energy: Now AI is Everyone's Niche

    MARAMARA
    00.00%--
    RIOTRIOT
    00.00%--
    NOWNOW
    00.00%--
    COSTCOST
    00.00%--
    REDRED
    00.00%--
    08/14/2026

    Norway sovereign wealth fund sees indirect bitcoin exposure hit all-time high, with Strategy accounting for 86%: K33

    MARAMARA
    00.00%--
    MSTRMSTR
    00.00%--
    TAKETAKE
    00.00%--
    08/14/2026

    Mining Companies in Q2: Are They Profiting from the AI Data Center Rush?

    MARAMARA
    00.00%--
    RIOTRIOT
    00.00%--
    HUTHUT
    00.00%--
    COSTCOST
    00.00%--
    ANTHROPICANTHROPIC
    00.00%--
    More

    Latest coin listings on WEEX

    logoCommunity
    iconiconiconiconiconiconicon
    Customer Support:@weikecs
    Business Cooperation:@weikecs
    Quant Trading & MM:bd@weex.com
    VIP Program:support@weex.com
    • About Us
    • Announcement Center
    • Media Kit
    • WEEX Community
    • WXT Zone
    • Announcement
    • Legal Statement
    • Risk Disclosure
    • Terms and Policies
    • Privacy Policy
    • Whistleblower Notice
    • AML/CTF Policy
    • Law Enforcement
    • User Guide
    • Product Launches
    • Crypto News
    • Product Launches
    • Crypto Wiki
    • Learn
    • Q&A
    • Spot
    • Futures
    • Glossary
    • VIP Program
    • Download
    • Affiliate
    • Protection Fund
    • Proof of Reserves
    • Sitemap
    • ETFs
    • Crypto Prices
    • Price Predictions
    • WXT Price
    • BTC Price
    • ETH Price
    • DOGE Price
    • How to Buy Crypto
    • How to Buy WXT
    • How to Buy BTC
    • How to Buy ETH
    • How to Buy DOGE
    • Help Center
    • Fee Schedule
    • Trading Rules
    • WEEX Academy
    • Contact Verifier
    • Submit Feedback
    • About Us
    • Announcement Center
    • Media Kit
    • WEEX Community
    • WXT Zone
    • Announcement
    • Help Center
    • Fee Schedule
    • Trading Rules
    • WEEX Academy
    • Contact Verifier
    • Submit Feedback
    • Customer Support Bot
    • VIP Services
    • Legal Statement
    • Risk Disclosure
    • Terms and Policies
    • Privacy Policy
    • Whistleblower Notice
    • AML/CTF Policy
    • Law Enforcement
    • Proof of Reserves
    • Invite Friends
    • OTC
    • Download
    • Affiliate
    • VIP Program
    • API
    • Broker
    • Listing Application
    • Affiliate T&C
    • Sitemap
    • Futures
    • Spot
    • Copy Trade
    • Markets
    • WEEX Store
    • User Guide
    • Product Launches
    • Crypto News
    • Product Launches
    • Crypto Wiki
    • Learn
    • Q&A
    • Spot
    • Futures
    • Glossary
    • VIP Program
    • Download
    • Affiliate
    • Protection Fund
    • Proof of Reserves
    • Sitemap
    • ETFs
    • Crypto Prices
    • Price Predictions
    • WXT Price
    • BTC Price
    • ETH Price
    • DOGE Price
    • How to Buy Crypto
    • How to Buy WXT
    • How to Buy BTC
    • How to Buy ETH
    • How to Buy DOGE
    • About Us
    • Announcement Center
    • Media Kit
    • WEEX Community
    • WXT Zone
    • Announcement
    • Help Center
    • Fee Schedule
    • Trading Rules
    • WEEX Academy
    • Contact Verifier
    • Submit Feedback
    • Legal Statement
    • Risk Disclosure
    • Terms and Policies
    • Privacy Policy
    • Whistleblower Notice
    • AML/CTF Policy
    • Law Enforcement
    • Customer Support Bot
    • VIP Services
    • Futures
    • Spot
    • Copy Trade
    • Markets
    • WEEX Store
    • Proof of Reserves
    • Invite Friends
    • OTC
    • Download
    • Affiliate
    • VIP Program
    • API
    • Broker
    • Listing Application
    • Affiliate T&C
    • Sitemap
    • User Guide
    • Product Launches
    • Crypto News
    • Product Launches
    • Crypto Wiki
    • Learn
    • Q&A
    • Spot
    • Futures
    • Glossary
    • VIP Program
    • Download
    • Affiliate
    • Protection Fund
    • Proof of Reserves
    • Sitemap
    • ETFs
    • Crypto Prices
    • Price Predictions
    • WXT Price
    • BTC Price
    • ETH Price
    • DOGE Price
    • How to Buy Crypto
    • How to Buy WXT
    • How to Buy BTC
    • How to Buy ETH
    • How to Buy DOGE

    Where new wealth is made

    Download app

    Sign Up
    h5 logo
    Download