Close Menu
  • News
    • Bitcoin
    • Altcoins
    • DeFi
    • Regulation
    • Market Cap
    • Web 3
    • Scam
  • Blockchain
  • NFT
  • Metaverse
  • Analysis
  • Learn
  • Blog
  • Contact
    • Tech7685@gmail.com
What's Hot

Bitcoin Open interest rates a record of $ 80 billion as the price falls below $ 111k

2025-05-23

Bulls Eye $ 2.50 with Bullish Stailwind in the game

2025-05-23

Pancakes wap received iswap volume, but the price says differently – why?

2025-05-23
Facebook X (Twitter) Instagram
  • Contact
  • Terms & Conditions
  • Privacy Policy
  • DMCA
  • Advertise
  • BitcoinPlatform.com
Facebook X (Twitter) Instagram
Free Cryptocurrency – Bitcoin | Altcoins | Blockchain | News Stories Updated Daily
  • News
    • Bitcoin
    • Altcoins
    • DeFi
    • Regulation
    • Market Cap
    • Web 3
    • Scam
  • Blockchain

    FIFA to build his own blockchain on avalanche

    2025-05-23

    The graph makes safe cross-chain transfers from GRT possible with CCIP from Chainlink

    2025-05-23

    Unmarshal partners with GPTverse to bring real-time blockchain data to AI-ecosystem

    2025-05-23

    Eni and Certik Partner to elevate Node Security and Decentralized Trust in Web3 Space

    2025-05-23

    FIFA starts Avalanche L1 to Power Soccer NFT Collectibles Platform

    2025-05-23
  • NFT

    Alchemy acquires NFT Launchpad Heymint to speed up the development of Smart Wallet

    2025-05-23

    Delorean launches a car marketplace on the chains with Patrick Stewart

    2025-05-23

    Beratone NFT Avatars are now live on OpenSea

    2025-05-23

    Hashrate Hackers introduces Ordinals NFT collections supported by Bitcoin Hashrate

    2025-05-22

    FIFA starts Avalanche L1 to Power Soccer NFT Collectibles Platform

    2025-05-22
  • Metaverse

    Shib: The Metaverse – Part of the expanding Shiba Inu ecosystem

    2025-01-03

    Experience to Earn: Everdome’s Metaverse Frontier

    2024-12-30

    Beyond Bots: Meta Motivo and the Dawn of Human Digital Life

    2024-12-13

    Exploring NetVRk: What’s Behind This AI-Powered Virtual Universe?

    2024-10-28

    Council of Europe emphasizes the impact of Metaverse on privacy and democracy

    2024-09-05
  • Analysis

    Bulls Eye $ 2.50 with Bullish Stailwind in the game

    2025-05-23

    Indicators show that the retail trade remains offside as a bitcoin trade at new highlights

    2025-05-23

    Kraken Taps Solana Blockchain to roll out tokenized US shares and ETFs for non-American traders

    2025-05-23

    Dogecoin (doge) gets hot: hints on his head in the event of a large outbreak forward

    2025-05-23

    Crack to launch 24/7 trade for Tokenized US shares via Solana

    2025-05-23
  • Learn

    Wat is circulerende levering in cryptocurrency?

    2025-05-23

    What Is a DEX (Decentralized Exchange)?

    2025-05-21

    Blockchain Explained: What It Is, How It Works and Why We Need It

    2025-05-21

    Types of Blockchain Layers Explained: Layer 0, Layer 1, Layer 2 and Layer 3

    2025-05-16

    Token vs. Coin: Key Differences You Must Know as a Beginner

    2025-05-15
  • Blog
  • Contact
    • Tech7685@gmail.com
Free Cryptocurrency – Bitcoin | Altcoins | Blockchain | News Stories Updated Daily
Home»Blockchain»AI’s trust problem can be resolved with the help of ZK solutions
Blockchain

AI’s trust problem can be resolved with the help of ZK solutions

2025-04-03No Comments5 Mins Read
Share
Facebook Twitter LinkedIn Pinterest Email

Publication: The opinions and opinions expressed here are exclusively to the author and do not represent the views and opinions of the editorial editorial of crypto.news.

In a rapidly growing digital ecosystem, the current AI revolution has fundamentally transformed how we live and work, where 65% of all large organizations regularly use AI tools, such as Chatgpt, Dall-E, Midjourney, Sora and Perclexity.

Maybe you also like it: Nul knowledge of cryptography is larger than web3 | Opinion

This marks an almost dual increase compared to ten months ago, with experts who estimate this statistics to grow exponentially in the near future. The meteoric rise has come with a large shade – despite the projected value of the market that reached $ 15.7 trillion in 2030, a growing trust shortage threatens to ruin its potential.

Recent poll data has shown that more than two-thirds of the American adults have little to no confidence in the information provided by regular AI tools. This is, largely thanks to the fact that the landscape is currently being dominated by three technical giants, namely Amazon, Google and Meta-Die, it is said that control over 80% of all large-scale AI training data jointly checks.

These companies work behind an opaque veil of confidentiality and invest hundreds of millions of systems that remain black boxes in the outside world. Although the given justification is ‘protecting their competitive benefits’, it has created a dangerous vacuum of accountability that has caused a huge distrust and mainstream skepticism for technology.

Tackling the confidence crisis

The lack of transparency in AI development has reached a critical level in the past year. Despite companies such as OpenAI, Google and anthropic publish hundreds of millions of dollars about the development of their own large language models, they offer little to no insight into their training methods, data sources or validation procedures.

See also  Polygon zkEVM is experiencing long-term outages due to sequencing issues

As these systems become more advanced and their decisions have more consequences, the lack of transparency has created a precarious basis. Without the ability to verify output or understand how these models come to their conclusions, we are left behind with powerful but inexplicable systems that check more closely.

Zero-Kennisttechnology promises to define the current status quo again. ZK -Protocols propose one entity to prove to the other that a statement is true without revealing additional information that goes beyond the validity of the statement itself. As an example, a person can prove a third party that he knows the combination of a safe without revealing the combination himself.

This principle, when applied in the context of AI, helps to facilitate new possibilities for transparency and verification without endangering your own information or data privacy.

Recent breakthroughs in zero-knowledge machine learning (ZKML) have also made it possible to verify AI exits without exposing their replacement models or data sets. This deals with a fundamental voltage in today’s AI ecosystem, which is the need for transparency versus the protection of intellectual property (IP) and private data.

We need AI, and also transparency

The use of ZKML in AI systems opens three critical paths for rebuilding trust. Firstly, the issues surrounding LLM-Hallucinations in AI-generated content reduces evidence that the model has not been manipulated, has changed its reasoning or from the expected behavior as a result of updates or refinement.

Secondly, ZKML facilitates an extensive model auditing where independent players can verify the honesty, bias levels and compliance with the regulatory standards of a system without requiring access to the underlying model.

See also  Tokenized matchmaking? Sam Altman's World corresponds to Dating App Giant Match Group

Finally, the safe cooperation and verification makes it possible between organizations. In sensitive industries such as health care and finance, organizations can now verify AI model performance and compliance without sharing confidential data.

By offering cryptographic guarantees that ensure good behavior and at the same time protecting the protection of your own information, these offers present a tangible solution that can balance the competing demands of transparency and privacy in today’s more and more digital world.

With ZK Tech we can co -exist innovation and trust, in which the transforming potential of AI is matched by robust mechanisms for verification and accountability.

The question is no longer whether we can trust AI, but how quickly we can implement the solutions that make trust unnecessary by mathematical prove. One thing is certain that we look at interesting times.

Read more: Zero knowledge modularity can help scales web3 | Opinion

Samuel Pearton

Samuel Pearton Is the Chief Marketing Officer at Polyhedra, who stimulates the future of intelligence through his groundbreaking, powerful technology in Expchain-de Alles chain for AI. Based on decades of experience in technology, global marketing and intercultural social trade, Samuel understands that trust, scalability and verifeability are essential for AI and blockchain. Before he became an official member of the Polyhedra executive team in October 2024, he played an important advisory role because the company achieved $ 20 million in strategic financing with a valuation of $ 1 billion. Prior to Polyhedra, Samuel founded presplayglobal, a platform for social trade and engagement that connected athletes and celebrities – including Stephen Curry and other leading global brands – with the largest fans market in China.

See also  Argentina is leading the way in the tokenization of football players

Source link

AIs problem resolved solutions Trust
Share. Facebook Twitter Pinterest LinkedIn Tumblr Email

Related Posts

FIFA to build his own blockchain on avalanche

2025-05-23

The graph makes safe cross-chain transfers from GRT possible with CCIP from Chainlink

2025-05-23

Unmarshal partners with GPTverse to bring real-time blockchain data to AI-ecosystem

2025-05-23

Eni and Certik Partner to elevate Node Security and Decentralized Trust in Web3 Space

2025-05-23
Add A Comment

Comments are closed.

Top Posts

Bitcoin Shakeout Causes $190 Million in Losses for Over 81,000 Traders

2023-12-07

Ethereum – Price consolidates after pullback – is there a new move?

2025-03-27

Bitcoin dip up to $ 78k? BlackRock’s $ 40 million BTC Buy Buy Raises ask

2025-03-18
Editors Picks

Connect people and platforms: the identity-centric path to decentralization

2024-10-18

MATIC enters the correction phase, bleeding 8% in the past week

2023-12-20

The Toncoin Sharpe ratio shows a transition to a recovery phase

2024-12-24

RENDER repeats gains but remains above key support at $4.1 – what next?

2024-09-07
About
About

Our mission is to develop a community of people who try to make financially sound decisions. The website strives to educate individuals in making wise choices about Cryptocurrencies, Defi, NFT, Metaverse and more.

We're social. Connect with us:

Facebook X (Twitter) Instagram Pinterest YouTube
Top Insights

Bitcoin Open interest rates a record of $ 80 billion as the price falls below $ 111k

Bulls Eye $ 2.50 with Bullish Stailwind in the game

Pancakes wap received iswap volume, but the price says differently – why?

Get Informed

Subscribe to Updates

Get the latest news and Update from Free.cc about Crypto, Metaverse, NFT and more.

  • Contact
  • Terms & Conditions
  • Privacy Policy
  • DMCA
  • Advertise
  • BitcoinPlatform.com
© 2025 Free.cc - All rights reserved. Contact: info@free.cc

Type above and press Enter to search. Press Esc to cancel.

  • bitcoinBitcoin(BTC)$110,422.60-0.12%
  • ethereumEthereum(ETH)$2,651.881.61%
  • tetherTether USDt(USDT)$1.00-0.02%
  • rippleXRP(XRP)$2.420.78%
  • binancecoinBNB(BNB)$683.320.50%
  • solanaSolana(SOL)$180.372.50%
  • usd-coinUSDC(USDC)$1.00-0.01%
  • dogecoinDogecoin(DOGE)$0.2425701.84%
  • cardanoCardano(ADA)$0.812.40%
  • tronTRON(TRX)$0.2731790.29%
  • suiSui(SUI)$3.82-5.40%
  • hyperliquidHyperliquid(HYPE)$35.0515.09%
  • chainlinkChainlink(LINK)$16.591.94%
  • avalanche-2Avalanche(AVAX)$24.963.88%
  • stellarStellar(XLM)$0.3003471.03%
  • shiba-inuShiba Inu(SHIB)$0.0000152.04%
  • bitcoin-cashBitcoin Cash(BCH)$437.635.60%
  • hedera-hashgraphHedera(HBAR)$0.2025991.17%
  • unus-sed-leoUNUS SED LEO(LEO)$8.86-0.04%
  • the-open-networkToncoin(TON)$3.130.01%
  • polkadotPolkadot(DOT)$4.912.42%
  • litecoinLitecoin(LTC)$99.771.73%
  • moneroMonero(XMR)$392.06-0.86%
  • bitget-tokenBitget Token(BGB)$5.789.96%
  • pepePepe(PEPE)$0.00001510.83%
  • piPi(PI)$0.79-4.78%
  • daiDai(DAI)$1.00-0.01%
  • ethena-usdeEthena USDe(USDE)$1.00-0.06%
  • uniswapUniswap(UNI)$6.421.77%
  • bittensorBittensor(TAO)$458.95-2.84%
  • aaveAave(AAVE)$254.341.11%
  • nearNEAR Protocol(NEAR)$3.033.54%
  • aptosAptos(APT)$5.818.34%
  • ondo-financeOndo(ONDO)$1.011.19%
  • okbOKB(OKB)$52.83-0.29%
  • kaspaKaspa(KAS)$0.114524-0.41%
  • internet-computerInternet Computer(ICP)$5.612.68%
  • ethereum-classicEthereum Classic(ETC)$19.450.44%
  • official-trumpOFFICIAL TRUMP(TRUMP)$13.54-6.39%
  • gatechain-tokenGateToken(GT)$21.930.56%
  • render-tokenRender(RENDER)$5.164.81%
  • crypto-com-chainCronos(CRO)$0.0989160.05%
  • polygon-ecosystem-tokenPOL (prev. MATIC)(POL)$0.2494370.54%
  • vechainVeChain(VET)$0.0302161.31%
  • mantleMantle(MNT)$0.761.52%
  • ethenaEthena(ENA)$0.4169882.88%
  • worldcoin-wldWorldcoin(WLD)$1.5321.60%
  • usd1World Liberty Financial USD(USD1)$1.00-0.13%
  • artificial-superintelligence-allianceArtificial Superintelligence Alliance(FET)$0.9010.09%
  • arbitrumArbitrum(ARB)$0.4241670.99%
  • bitcoinBitcoin(BTC)$110,422.60-0.12%
  • ethereumEthereum(ETH)$2,651.881.61%
  • tetherTether USDt(USDT)$1.00-0.02%
  • rippleXRP(XRP)$2.420.78%
  • binancecoinBNB(BNB)$683.320.50%
  • solanaSolana(SOL)$180.372.50%
  • usd-coinUSDC(USDC)$1.00-0.01%
  • dogecoinDogecoin(DOGE)$0.2425701.84%
  • cardanoCardano(ADA)$0.812.40%
  • tronTRON(TRX)$0.2731790.29%
  • suiSui(SUI)$3.82-5.40%
  • hyperliquidHyperliquid(HYPE)$35.0515.09%
  • chainlinkChainlink(LINK)$16.591.94%
  • avalanche-2Avalanche(AVAX)$24.963.88%
  • stellarStellar(XLM)$0.3003471.03%
  • shiba-inuShiba Inu(SHIB)$0.0000152.04%
  • bitcoin-cashBitcoin Cash(BCH)$437.635.60%
  • hedera-hashgraphHedera(HBAR)$0.2025991.17%
  • unus-sed-leoUNUS SED LEO(LEO)$8.86-0.04%
  • the-open-networkToncoin(TON)$3.130.01%
  • polkadotPolkadot(DOT)$4.912.42%
  • litecoinLitecoin(LTC)$99.771.73%
  • moneroMonero(XMR)$392.06-0.86%
  • bitget-tokenBitget Token(BGB)$5.789.96%
  • pepePepe(PEPE)$0.00001510.83%
  • piPi(PI)$0.79-4.78%
  • daiDai(DAI)$1.00-0.01%
  • ethena-usdeEthena USDe(USDE)$1.00-0.06%
  • uniswapUniswap(UNI)$6.421.77%
  • bittensorBittensor(TAO)$458.95-2.84%
  • aaveAave(AAVE)$254.341.11%
  • nearNEAR Protocol(NEAR)$3.033.54%
  • aptosAptos(APT)$5.818.34%
  • ondo-financeOndo(ONDO)$1.011.19%
  • okbOKB(OKB)$52.83-0.29%
  • kaspaKaspa(KAS)$0.114524-0.41%
  • internet-computerInternet Computer(ICP)$5.612.68%
  • ethereum-classicEthereum Classic(ETC)$19.450.44%
  • official-trumpOFFICIAL TRUMP(TRUMP)$13.54-6.39%
  • gatechain-tokenGateToken(GT)$21.930.56%
  • render-tokenRender(RENDER)$5.164.81%
  • crypto-com-chainCronos(CRO)$0.0989160.05%
  • polygon-ecosystem-tokenPOL (prev. MATIC)(POL)$0.2494370.54%
  • vechainVeChain(VET)$0.0302161.31%
  • mantleMantle(MNT)$0.761.52%
  • ethenaEthena(ENA)$0.4169882.88%
  • worldcoin-wldWorldcoin(WLD)$1.5321.60%
  • usd1World Liberty Financial USD(USD1)$1.00-0.13%
  • artificial-superintelligence-allianceArtificial Superintelligence Alliance(FET)$0.9010.09%
  • arbitrumArbitrum(ARB)$0.4241670.99%