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What can blockchain do for AI? Not what you’ve heard.

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Industries everywhere are asking “What can AI do for us?” 

But the blockchain industry, known for challenging norms, is also asking the opposite question: “What can blockchain do for AI?”

While there are some compelling answers, three narratives have emerged around this question that are frequently misleading and, in one case, potentially even hazardous.

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Narrative #1: Blockchain can combat misinformation caused by generative AI

An expert panel at a recent Coinbase event concluded that “blockchain can counter misinformation with cryptographic digital signatures and timestamps, making it clear what’s authentic and what’s been manipulated.”

This is true only in a very narrow sense.

Blockchains can record digital-media creation in a tamper-proof way, i.e., so that modification of specific images is detectible. But this is a far cry from clarifying authenticity.

Consider a photo of a flying saucer hovering above the Washington Monument. Suppose that someone has registered its creation in, say, block 20,000,000 of the Ethereum blockchain. This fact tells you one thing: The flying saucer image was created before block 20,000,000. Additionally, whoever posted the image to the blockchain — let’s call her Alice — did so by digitally signing a transaction. Assuming that Alice’s signing key wasn’t stolen, it’s clear that Alice registered the photo on the blockchain.

None of this, however, tells you how the image was created. It might be a photo that Alice snapped with her own camera. Or Alice might have gotten the image from Bob, who Photoshopped it. Or maybe Carol created it with a generative AI tool. In short, the blockchain tells you nothing about whether aliens were touring Washington, D.C.—unless you already trust Alice to begin with.

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Some cameras can digitally sign photos to authenticate them (assuming their sensors can’t be fooled, which is a big if), but this isn’t blockchain technology.

Narrative #2: Blockchain can bring privacy to AI

Model training is a data-hungry operation. The bigger and better the training data set, the better the resulting model. For many applications, training on private user data is essential. For instance, creating a good machine-learning model to diagnose medical conditions requires data from a population of real patients. Handling such highly sensitive data securely is a challenge. Some are trumpeting blockchain technologies as a solution.

Blockchains, however, are designed for transparency — a property at odds with confidentiality

Proponents point to privacy-enhancing technologies advanced by the blockchain industry to address this tension — especially zero-knowledge proofs. Zero-knowledge proofs, however, don’t solve the problem of privacy in AI model training. That’s because a zero-knowledge proof doesn’t conceal secrets from whoever is constructing the proof. Zero-knowledge proofs are helpful if I want to conceal my transaction data from you. But they don’t enable me to compute privately over your data.

There are other, more relevant cryptographic and security tools with esoteric names, including fully homomorphic encryption (FHE), secure multiparty computation (MPC) and secure enclaves. These can in principle support privacy-preserving AI (specifically, “federated learning”). Each has important caveats, though. And claiming them as blockchain-specific technologies would be a stretch.

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Narrative #3: Blockchains can empower AI bots with money — and that’s a good thing

Jeremy Allaire, CEO of Circle, has noted that bots are already performing transactions using cryptocurrency and tweeted that “AI and Blockchains are made for each other.” This is true in the sense that cryptocurrency is a good match for the capabilities of AI agents. But it’s also worrisome.

Many people fret about AI agents escaping human control. Classic nightmare scenarios involve autonomous vehicles killing people or AI-powered autonomous weapons going rogue. But there’s another vector of escape: The financial system. Money equals power. Give that power to an AI agent and it can do real damage.

This problem is the topic of a research paper that I co-authored in 2015/6. My colleagues and I examined the possibility of smart contracts, programs that autonomously intermediate transactions on Ethereum, being used to facilitate crime. Using the techniques in that paper and a blockchain oracle system with access to LLMs (Large Language Models) such as ChatGPT, bad actors could in principle launch “rogue” smart contracts that automatically pay bounties for committing serious crimes.

Happily, rogue smart contracts of this kind aren’t yet possible in today’s blockchains — but the blockchain industry and crypto enthusiasts will need to take AI safety seriously as a future concern. They will need to consider mitigations, such as community-driven interventions or guardrails in oracles to help enforce AI safety.

The integration of blockchains and AI does hold clear promise. AI may add unprecedented flexibility to blockchain systems by creating natural language interfaces to them. Blockchains may provide new financial and transparency frameworks for model training and data sourcing and put the power of AI in the hands of communities, not just enterprises.

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It’s still early days, though, and as we wax lyrical about AI and blockchain as an enticing mix of buzzwords and technologies, we need to really think — and see — things through.

Source: Blockworks

The post What can blockchain do for AI? Not what you’ve heard. appeared first on HIPTHER Alerts.

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Blockchain

Blocks & Headlines: Today in Blockchain

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Blockchain technology continues to expand its reach, influencing industries far beyond its origins in cryptocurrency. From strategic collaborations to emerging trends, today’s briefing explores key developments shaping the blockchain ecosystem. Here’s the latest.


Blockchain Lobby Groups Unite for Crypto-Friendly Advocacy

In a landmark move, eight major blockchain lobby groups in the U.S. have joined forces to push for crypto-friendly policies under the new administration. With a regulatory climate expected to favor innovation in blockchain and cryptocurrency, these organizations aim to present a unified voice to influence legislation and public discourse.

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The coalition’s agenda focuses on fostering technological adoption, ensuring consumer protection, and clarifying taxation policies. This collaboration highlights the growing recognition of blockchain’s potential to drive economic transformation while addressing concerns about regulation.

Source: CoinDesk


Five Underrated Layer-1 Blockchain Tokens to Watch in 2025

As competition among blockchain platforms intensifies, several Layer-1 blockchain tokens are poised to gain significant traction this year. Analysts spotlight projects that prioritize scalability, interoperability, and developer engagement as ones to watch.

While giants like Ethereum and Solana dominate headlines, emerging players are carving out niches in sectors like decentralized finance (DeFi), gaming, and supply chain solutions. These tokens underscore the innovation flourishing within the Layer-1 ecosystem.

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Source: The Crypto Basic


AI and Blockchain Drive Innovation in Mining Industry

The integration of AI and blockchain technologies is revolutionizing the mining sector. Blockchain’s immutable ledger capabilities ensure transparency in supply chain operations, while AI optimizes resource extraction and predictive maintenance.

Together, these technologies address critical challenges such as environmental impact and operational inefficiency. As sustainability takes center stage, the mining industry’s adoption of blockchain and AI represents a significant leap forward.

Source: Mining Technology

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The Rapid Rise of Blockchain Mini-Games

Blockchain-powered mini-games are capturing the attention of developers and players alike, thanks to their innovative use of tokenization and play-to-earn models. These games—smaller in scope but high in engagement—offer players real ownership of in-game assets and a chance to earn rewards.

The trend’s popularity stems from its low barrier to entry and appeal to casual gamers, signaling a shift in the gaming landscape. As blockchain gaming continues to evolve, mini-games are emerging as a powerful gateway to mainstream adoption.

Source: Crypto Times


Bybit and SignalPlus Announce $100,000 USDC Global Trading Showdown

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Bybit and SignalPlus have teamed up to launch a global trading competition with a $100,000 USDC prize pool. The event aims to showcase advanced trading strategies while fostering community engagement within the crypto trading ecosystem.

Participants will compete across multiple trading challenges, highlighting the growing sophistication of crypto markets. This collaboration underscores the role of competitions in promoting market education and innovation.

Source: PR Newswire

 

The post Blocks & Headlines: Today in Blockchain appeared first on News, Events, Advertising Options.

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Blockchain

Pelican AI and Christie Capital Announce Launch of Brokered Financing

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Blockchain

Blocks & Headlines: Today in Blockchain (BubbleMaps, Pantera Capital, Week 2025, FP Complete, FP Block, Bybit, FarmX)

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Op-Ed: Blockchain’s Expanding Horizons

Blockchain technology continues to disrupt traditional systems, fostering innovation across diverse industries. From advancing digital infrastructure to enhancing transparency and security, its transformative potential is undeniable. Today’s briefing delves into groundbreaking developments that underline blockchain’s growing influence globally.


BubbleMaps Enhances Transparency in Solana Ecosystem

BubbleMaps, a blockchain investigation platform, has extended its capabilities to include Solana tokens. This platform empowers users to visualize token distributions, enhancing transparency and accountability within decentralized ecosystems. By highlighting token relationships, BubbleMaps aids in identifying potential risks, such as centralized holdings or suspicious activity.

This expansion underscores the increasing demand for tools that ensure trust and integrity in blockchain networks, a critical factor in driving mass adoption.

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Source: Decrypt


Pantera Capital Highlights Blockchain’s Role in USD Dominance

Pantera Capital has published insights emphasizing blockchain’s crucial role in fortifying the U.S. dollar’s global supremacy. By creating robust digital infrastructures, blockchain technologies enable seamless cross-border transactions, enhance financial transparency, and reduce reliance on intermediaries.

The report advocates for strategic adoption of blockchain solutions to maintain the dollar’s position in an increasingly digital financial landscape. This perspective aligns with broader trends favoring blockchain’s integration into national economic strategies.

Source: Daily Hodl


German Blockchain Week 2025: Bridging Europe and Asia

The recently concluded German Blockchain Week 2025 showcased innovative projects and fostered collaboration between European and Asian markets. Key discussions revolved around regulatory harmonization, decentralized finance (DeFi) opportunities, and cross-border partnerships.

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This event highlights the importance of international cooperation in addressing challenges and unlocking the full potential of blockchain technology on a global scale.

Source: AccessWire


FP Complete Evolves into FP Block, Emphasizing Blockchain Engineering

FP Complete has announced its strategic transformation into FP Block, marking a significant shift toward blockchain engineering. This rebranding reflects the company’s commitment to delivering cutting-edge blockchain solutions, including smart contract development, decentralized application (dApp) frameworks, and tokenomics design.

The move positions FP Block as a key player in the blockchain innovation space, catering to the growing demand for specialized engineering expertise in decentralized technologies.

Source: Business Wire

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Bybit Web3 Launches FarmX on Telegram

Bybit Web3 has unveiled FarmX, a decentralized farming game integrated into Telegram’s Web3 ecosystem. FarmX combines gaming with blockchain-based rewards, enabling players to earn digital assets through in-game activities.

This innovative approach to gaming exemplifies the potential of blockchain to redefine user engagement, blending entertainment with financial incentives in decentralized environments.

Source: PR Newswire


Analysis and Takeaways

  1. Enhanced Transparency: BubbleMaps’ integration of Solana tokens demonstrates the importance of tools that promote transparency in blockchain networks.
  2. Strategic Infrastructure: Pantera Capital’s insights reinforce the critical role of blockchain in maintaining economic dominance in the digital age.
  3. Global Collaboration: Events like German Blockchain Week 2025 emphasize the need for international partnerships to address regulatory and operational challenges.
  4. Specialized Engineering: FP Block’s focus on blockchain engineering highlights the growing demand for expertise in building decentralized systems.
  5. Blockchain Gaming: Bybit Web3’s FarmX showcases the fusion of gaming and blockchain, paving the way for innovative user experiences and financial inclusivity.

 

The post Blocks & Headlines: Today in Blockchain (BubbleMaps, Pantera Capital, Week 2025, FP Complete, FP Block, Bybit, FarmX) appeared first on News, Events, Advertising Options.

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