logo
    • Buy Crypto
    • Markets
    • Futures
    • Spot
    • Earn
    • Affiliates & AI
    • More
    1. WEEX
    2. Crypto News
    3. Founder of Baixing.com: I believe half of the statement that large language models devour everything

    Founder of Baixing.com: I believe half of the statement that large language models devour everything

    By: rootdata|2026/07/07 19:45:00
    0
    Share
    copy
    Prefer us on GooglePrefer us on Google
    NOWNOW
    00.00%--
    CRMCRM
    00.00%--
    TAKETAKE
    00.00%--
    POWERPOWER
    00.00%--
     

    Author: Wang Jianshuo, Founder of Baixing.com

    Many people say, "The large model is everything." I don't quite believe it.

    Every time I hear phrases like "devouring everything," I feel that it's mostly because our understanding of the future hasn't reached that level, which is why we casually make such broad statements. Otherwise, how could one thing devour everything? Take the internet for example—after shouting "devouring everything" for so many years, has it really devoured everything? Is it the internet that devours everything, or is it the large model that devours everything? Both are devouring, and nothing is left?

    So I would rather put it another way: it is a very important foundation. Without this foundation, the entire world cannot develop, just like the internet cannot exist without its underlying backbone, just like electricity cannot exist without power plants. I can accept that.

    But once there is a foundation, that's where the excitement happens.

    Take electricity as an example. When electricity is generated, what is the first application people see? The light bulb. Thomas Edison lit the first one, and then it kept shining, shining, shining. If the world stopped there, with only one light bulb, I could completely say: the power plant is the core of the entire world, the power plant devours everything.

    But that's not the case. Later, engines were developed to drive machines; then you would find that once this underlying thing called electricity exists, countless electrical appliances will emerge to use it. Washing machines wash clothes, televisions are for watching TV, vacuum cleaners are for vacuuming—these are all applications of electricity. Without electricity, none of these things would exist. But if you say "electricity devours everything," I don't believe it.

    The same goes for large models. They provide basic intelligence. But this intelligence must be placed into a specific, scenario-oriented "machine" or "device" to function and truly change the world.

    Claude Code is for writing code, Claude Design is for design, VoiceDrop is for writing articles. They are all large models, but placed in different devices, solving completely different problems.

    Just having electricity and water, without a washing machine, clothes still cannot be washed. Imagine a power plant generating massive amounts of electricity, which is very powerful, and then what? Without a washing machine, can that pile of electricity wash clothes by itself?

    Intelligence is great, but most things in the world require a combination of multiple elements to work, just like a washing machine needs to combine electricity, water, and even a drum to function; large models may replace many things in the software domain, but the world only needs applications that require one element, not more.

    Take a current example. Now we have large models, but just having large models is not enough; there needs to be a layer called Harness on top of it—this layer has only recently emerged—to establish a relationship with code, ultimately forming something truly usable. A large model alone cannot write code. Of course, the core of Claude Code, to be honest, I could write it in just over fifty lines; if it were longer, I could add a few more lines, and it could run programs. But you must see: without this outer layer, the large model is still not very useful—meaning that the intelligence of the large model, when not combined with the code execution capabilities provided by the operating system, is not economical, and sometimes even impossible.

    The core value of this interface layer is to help us place that intelligence, akin to electricity and water, into a specific application scenario, transforming it into a machine capable of solving specific problems.

    At this point, of course, I don't completely disbelieve the logic behind "devouring everything."

    What it mainly refers to is the existing software. Up to now, we have piled up a very large layer of software—things pieced together by many rules, forms, buttons, and workflows, quite a lot. A large number of filters, fixed templates, a bunch of backend operations, and many SaaS detection functions. Also, various things we used to know as "M," whether CRM or HIS (hospital information system), are all sorts of so-called "systems," "software," and other similar things, a whole bunch.

    In this layer, I believe large language models will indeed devour quite a bit.

    Why? Because these original software systems are based on clear instructions that computers can execute, solidified and repeatedly executed—this is what we call software. And this is precisely what large language models are best at tackling.

    However.

    In this layer, besides software, there are many other things. Customer information. Execution capabilities—like when you book a flight, the actual ability to transport a plane and people from one place to another. There is also trust. Many things in the physical world. I don't think these will be devoured.

    After devouring that layer, it instead opens up a larger space—new types of software above it.

    New types of software will definitely have a fluid interface; they may not need to solidify as many rules as before. Once those rules are handed over to AI, think about it: previously, achieving a CRM like Salesforce was already the pinnacle of human effort. But if this part becomes relatively easier to solve, what everyone will do next is to unleash more imagination and possibilities on top of that— and that part is precisely what we have not yet seen.

    The mistake we often make is right here. When a new technology arrives, because we can't see the larger path ahead, we can only focus on this part in front of us. A leaf obstructs the view, preventing us from seeing Mount Tai.

    Don't even mention such trend judgments. I still remember in 2004, a group of friends gathered and complained that no company could ever be larger than Sina, Sohu, or Netease, saying that the internet was nearing its end and they would monopolize everything. But just a few years passed? The world turned upside down. We should be crying over our own shortsightedness back then.

    So my stance is this: Is the large model important? Yes, it is a foundation, the main focal point of recent times. But once it becomes stable and can continuously provide something, it will need various machines and devices on top to solve specific problems. That thick layer—how it is used and where it is used—will be the mainstream of the second wave of this trend.

    The phrase "devouring everything" is too imprecise. Is there anything in the world, any social form, any technology, that has truly devoured everything?

    Finding opportunities in the places it has devoured—that is the truly important thing.

    -- 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

    Pump.fun Goes All In: Offering $30,000 Monthly Salary to Compete with FOMO for 'Trading Influencers'

    Pump.fun Goes All In: Offering $30,000 Monthly Salary to Compete with FOMO for 'Trading Influencers'

    US Inflation Sets Course for Dollar and Fed Interest Rates

    US Inflation Sets Course for Dollar and Fed Interest Rates

    Central Bank Requires 24-Hour Hold on Crypto Transactions Over R$ 10,000

    Central Bank Requires 24-Hour Hold on Crypto Transactions Over R$ 10,000

    Crypto Cards: A New Record of $759 Million, Far from Exchanges

    Crypto Cards: A New Record of $759 Million, Far from Exchanges

    Crypto cards: monthly spending reaches a record $759 million in July 2026, driven by USDC, USDT, and RedotPay.
    Analysis: Bitcoin Buying Pressure Returns, Rebound Relies on Macro Improvement, Institutional Demand Rises but Upside Limited

    Analysis: Bitcoin Buying Pressure Returns, Rebound Relies on Macro Improvement, Institutional Demand Rises but Upside Limited

    Blockchain Capital Partners Discuss: The Next Bull Market May Be Just Around the Corner

    Blockchain Capital Partners Discuss: The Next Bull Market May Be Just Around the Corner

    Withdrawal of Cardano ETF: Why is Grayscale stepping back right now?

    Withdrawal of Cardano ETF: Why is Grayscale stepping back right now?

    INVEST Network Pre-Sale Soars to $3.35 Million: Focuses on AI Verification with Home Hardware

    INVEST Network Pre-Sale Soars to $3.35 Million: Focuses on AI Verification with Home Hardware

    Fitting Platform Closes $1.1 Million Investment Round to Enhance Digitalization of Construction Supply Chains in Saudi Arabia

    Fitting Platform Closes $1.1 Million Investment Round to Enhance Digitalization of Construction Supply Chains in Saudi Arabia

    In This Cycle, Don't Pay for Stories Anymore

    In This Cycle, Don't Pay for Stories Anymore

    Castle Securities Turns Bullish on Gold for the First Time This Year, Five Catalysts May Drive Gold Prices into a New Cycle

    Castle Securities Turns Bullish on Gold for the First Time This Year, Five Catalysts May Drive Gold Prices into a New Cycle

    Russians Warned: USDT Cryptocurrency Asset Freezing Possible by US Decision

    Russians Warned: USDT Cryptocurrency Asset Freezing Possible by US Decision

    Freezing assets in cryptocurrency may affect Russian holders of the USDT stablecoin: according to the head of PSB, Petr Fradkov, the issuer Tether Limited retains full control over the issued tokens and can restrict access to funds not only due to illegal operations but also at the direct signal of ...
    Hardware Crypto Wallets Have Gained Significant Popularity Among Russians

    Hardware Crypto Wallets Have Gained Significant Popularity Among Russians

    Hardware crypto wallets saw a sharp increase in demand in the second quarter of 2026: against the backdrop of the upcoming enactment of the law "On Cryptocurrency," Russians have been purchasing devices for self-managed and more secure storage of digital assets more frequently. According to estimate...
    Nearly $4 Billion in RWA Active in DeFi: Who is Supporting It?

    Nearly $4 Billion in RWA Active in DeFi: Who is Supporting It?

    Volatility Compression and CPI: Trader Assesses Bitcoin and Ethereum Movement Scenarios

    Volatility Compression and CPI: Trader Assesses Bitcoin and Ethereum Movement Scenarios

    Belgrano Cargas: The Government Changed the Privatization Scheme and Defined What to Do with the Funds from Train Sales

    Belgrano Cargas: The Government Changed the Privatization Scheme and Defined What to Do with the Funds from Train Sales

    The Executive modified the financial mechanism planned for the privatization of Belgrano Cargas y Logística. The money obtained from the auction of the rolling stock will be allocated to an exclusive trust.
    Are US Treasury Yields Out of Control? Bessent's Continuous Moves Signal 'Rescue for the Bond Market'

    Are US Treasury Yields Out of Control? Bessent's Continuous Moves Signal 'Rescue for the Bond Market'

    Investors are about to drain a $217 million trust fund while voting to keep its Bitcoin SPAC alive

    Investors are about to drain a $217 million trust fund while voting to keep its Bitcoin SPAC alive

    SilverBox shareholders will vote Aug. 11 on a four-month extension for its Bitcoin SPAC deal, with $217.1M in trust at risk.
    MARA sold $1.63B in Bitcoin as treasury holdings fell in 2026

    MARA sold $1.63B in Bitcoin as treasury holdings fell in 2026

    After Three Years of Continuous Stock Sell-Off, Buffett Finally Takes Action

    After Three Years of Continuous Stock Sell-Off, Buffett Finally Takes Action

    Cryptocurrency Altseason 2026: 5 Tokens Leading the Return of Interest in Altcoins

    Cryptocurrency Altseason 2026: 5 Tokens Leading the Return of Interest in Altcoins

    Australia-China Tensions Over Rare Earths: Canberra Freezes 3 Chinese Shareholders

    Australia-China Tensions Over Rare Earths: Canberra Freezes 3 Chinese Shareholders

    It's Not 33%: The Real Threshold of Byzantine Fault Tolerance Consensus is a Single Digit

    It's Not 33%: The Real Threshold of Byzantine Fault Tolerance Consensus is a Single Digit

    Foreign Dividends, Not Exports, Support Japan's Current Account Surplus

    Foreign Dividends, Not Exports, Support Japan's Current Account Surplus

    Work Distraction: Effects of Lack of Concentration Cost Up to €100,000

    Work Distraction: Effects of Lack of Concentration Cost Up to €100,000

    Crypto in Europe Tightens: MiCA Rules Strengthened for 2027

    Crypto in Europe Tightens: MiCA Rules Strengthened for 2027

    Stablecoin companies seek a MiCA license before 2026, while EU rules will be reevaluated in 2027.
    Historic Turn on Wall Street: Funds Massively Shift to Bitcoin

    Historic Turn on Wall Street: Funds Massively Shift to Bitcoin

    Visa's Stablecoin Strategy

    Visa's Stablecoin Strategy

    Is Nvidia Stock a Good Buy in 2026? NVDA Forecast After the $3 Billion Lancium Deal

    Is Nvidia Stock a Good Buy in 2026? NVDA Forecast After the $3 Billion Lancium Deal

    Is Nvidia still a good stock to buy in 2026? Explore how Nvidia's $3 billion Lancium investment could reshape AI infrastructure, what it means for NVDA stock, analyst price targets, key risks, and the outlook ahead of earnings.
    Hassabis Steps Down: The Final Act of the Pre-LLM Era

    Hassabis Steps Down: The Final Act of the Pre-LLM Era

    Pump.fun Goes All In: Offering $30,000 Monthly Salary to Compete with FOMO for 'Trading Influencers'

    US Inflation Sets Course for Dollar and Fed Interest Rates

    Central Bank Requires 24-Hour Hold on Crypto Transactions Over R$ 10,000

    Crypto Cards: A New Record of $759 Million, Far from Exchanges

    Crypto cards: monthly spending reaches a record $759 million in July 2026, driven by USDC, USDT, and RedotPay.

    Analysis: Bitcoin Buying Pressure Returns, Rebound Relies on Macro Improvement, Institutional Demand Rises but Upside Limited

    Blockchain Capital Partners Discuss: The Next Bull Market May Be Just Around the Corner

    ...
    Exclusive new user rewards
    Sign up to get 10 USDT
    Exclusive new user rewardsSign up

    Contents

    NOW

    Latest articles

    2026/08/10

    Belgrano Cargas: The Government Changed the Privatization Scheme and Defined What to Do with the Funds from Train Sales

    The Executive modified the financial mechanism planned for the privatization of Belgrano Cargas y Logística. The money obtained from the auction of the rolling stock will be allocated to an exclusive trust.
    NOWNOW
    00.00%--
    TRUSTTRUST
    00.00%--
    2026/08/10

    MARA sold $1.63B in Bitcoin as treasury holdings fell in 2026

    MARAMARA
    00.00%--
    NOWNOW
    00.00%--
    BASEDBASED
    00.00%--
    2026/08/10

    Cryptocurrency Altseason 2026: 5 Tokens Leading the Return of Interest in Altcoins

    NOWNOW
    00.00%--
    LAYERLAYER
    00.00%--
    REALREAL
    00.00%--
    2026/08/10

    Crypto in Europe Tightens: MiCA Rules Strengthened for 2027

    Stablecoin companies seek a MiCA license before 2026, while EU rules will be reevaluated in 2027.
    NOWNOW
    00.00%--
    BASEDBASED
    00.00%--
    2026/08/10

    Coinfest Asia 2026 Brings Together Institutions, Developers, and Traders at the World's Crypto Festival

    NOWNOW
    00.00%--
    OPENOPEN
    00.00%--
    TRUSTTRUST
    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