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8 Ways Blockchain Can Revolutionize IP Licensing for AI Firms

8 Ways Blockchain Can Revolutionize IP Licensing for AI Firms

Generative AI, with its ability to create text, images, audio, and other forms of content, has ushered in a new era of technological innovation. It also faces a severe intellectual property (IP) licensing crisis. Generative AI firms often struggle with copyright infringement risks and unauthorized data usage issues due to opaque and inefficient traditional licensing systems, which pose significant legal and ethical challenges. As blockchain technology continues to evolve, it offers a promising solution to address the IP licensing dilemmas of generative AI firms. Below is a detailed exploration of this topic in my perspective.

The IP Crisis in Generative AI

Generative AI systems require vast amounts of data for training, often sourcing it from platforms like the internet. A significant portion of this data is protected by IP rights, and the data usage permissions are often unclear. Generative AI algorithms analyze massive volumes of unstructured data, such as news articles and images, to identify patterns and relationships. During this process, details like IP rights and compensation terms are frequently overlooked, raising concerns among content creators. The Getty Images lawsuit against Stability AI is a prime example. In 2023, Getty Images filed a case against Stability AI of unlawfully copying and processing millions of copyrighted images to train its software for commercial gain, seeking up to $1.8 trillion in damages.

The traditional IP licensing system worsens these issues. It is often opaque, inefficient, and lacks transparency. For instance, creators may struggle to track how their works are used by generative AI firms and whether they receive fair compensation. Meanwhile, AI firms may inadvertently infringe on IP rights due to complex and lengthy licensing procedures, leading to legal disputes. I was at a conference early this year and I remember the speaker said that over 60% of generative AI firms have encountered IP licensing-related challenges, with 30% facing legal lawsuits. If this is true, someone or some tech got to try to fix this. The first thing I can think of would be “blockchain”.

Blockchain’s Core Strengths

Blockchain technology, characterized by decentralization, security, and transparency, can effectively address the inefficiencies and trust deficits in current IP licensing models. Blockchain operates as a distributed ledger where all transaction records are stored across multiple nodes, making data tamper-proof and immutable. This ensures the authenticity and traceability of IP ownership and usage rights. Additionally, blockchain employs advanced cryptographic techniques to protect data security, preventing unauthorized access and tampering.

Smart contracts, a key feature of blockchain, enable the automation of licensing agreements. Once predefined conditions are met, smart contracts automatically execute the terms of the agreement, reducing reliance on intermediaries and minimizing human intervention. This ensures the objectivity and fairness of the licensing process while lowering administrative costs.

Blockchain Solutions for Generative AI’s IP Licensing Issues

1. Smart Contracts for Automated Licensing

Blockchain-based smart contracts can automate licensing agreements, ensuring that creators are promptly and fairly compensated while helping AI firms easily comply with licensing requirements. For example, when a photographer’s image is used in generative AI training, a smart contract can automatically trigger a payment to the photographer once the image is accessed. This eliminates the need for lengthy negotiations and manual payments, reducing costs and improving efficiency. Based on my observations, smart contracts could probably reduce IP licensing costs by 30%–50% while enhancing transparency and fairness. This is a win-win scenario.

2. Immutable Provenance for Ownership Clarity

Blockchain’s immutable ledger permanently records data ownership and licensing history, providing a reliable basis for resolving IP disputes. Each piece of data on the blockchain carries a unique digital signature and timestamp, making it easy to trace its origin and usage history. This prevents unauthorized use and infringement, protecting creators’ rights. For instance, when a dataset is licensed to a generative AI firm, the blockchain records every detail of the licensing process, including the licensing party, terms, and duration. Any unauthorized use of the dataset can be quickly identified and addressed.

3. Decentralized Marketplaces for Cost Reduction

Blockchain enables the creation of decentralized IP licensing marketplaces where creators and AI firms can directly engage in peer-to-peer transactions, bypassing intermediaries and reducing costs. Traditional licensing often involves multiple middlemen, such as licensing agencies and law firms, which increases costs and complexity. On a blockchain-based decentralized marketplace, creators can directly publish and license their works, while AI firms can browse and purchase licenses based on their needs. This not only reduces licensing costs but also increases revenue for creators. For example, there are decentralized data marketplaces that allow data owners to control access to their data and receive compensation.

4. Enhanced Security Against Fraud

Blockchain’s cryptographic security mechanisms ensure the integrity and authenticity of licensing records, preventing fraud. All licensing information on the blockchain is encrypted and verified by multiple nodes, making it nearly impossible to forge or tamper with. This protects both creators and AI firms from false claims and ensures the reliability of each transaction. Another example that I would like to quote-  fake licenses cannot be validated on the blockchain, preventing AI firms from suffering losses due to fraudulent licenses and safeguarding creators’ rights.

5. Transparency to Build Accountability

The open and transparent nature of blockchain makes all licensing transactions visible to all parties, fostering trust and simplifying compliance for AI firms and regulators. Creators can track the usage of their works in real time, while AI firms can demonstrate compliance with licensing agreements to regulators and the public. This transparency helps build trust between creators and AI firms, fostering collaboration. Take the European Union’s Artificial Intelligence Act for instance, which took initial effect in August 2024, requires generative AI models to disclose the copyrighted works used during training. A blockchain-based platform could provide detailed records of training data sources and usage, helping AI firms meet regulatory requirements.

6. Tokenization for Flexible Licensing

Through tokenization, blockchain can transform IP assets into digital tokens, enabling flexible and scalable licensing models. Creators can issue tokens representing the usage rights to their works and sell them on blockchain platforms. AI firms can purchase the tokens they need based on their requirements. This not only provides creators with new revenue streams but also offers AI firms greater flexibility in accessing data. A musician could tokenize the licensing rights to their songs and sell them to generative AI firms. These firms could then use the songs to train music generation models while paying the musician via token-based payments.

7. Global Scalability and Compliance

Blockchain technology operates across borders, enabling generative AI firms to manage IP licensing on a global scale while complying with international regulations. Different countries have varying IP laws and regulations, making cross-border licensing complex. Blockchain’s standardized protocols and rules can simplify cross-border licensing processes, reduce legal risks, and facilitate global collaboration. Blockchain platforms could manage datasets licensed from multiple countries, ensuring compliance with each country’s IP laws while streamlining licensing procedures.

8. Future-Proofing for AI’s Evolution

Blockchain’s adaptability allows it to address emerging IP challenges as generative AI evolves, offering a long-term solution. As generative AI technologies advance, new IP issues may arise, such as ownership disputes over AI-generated content. Blockchain’s smart contracts and decentralized architecture can evolve to meet these new challenges. Future smart contracts could define usage rights and revenue-sharing mechanisms for AI-generated content, ensuring fair compensation for all stakeholders.

Existing Challenges and Prospects

Despite blockchain’s potential to resolve generative AI’s IP licensing issues, several challenges remain. First, technical barriers need to be overcome. Blockchain technology is still evolving, and its integration with generative AI systems requires significant technical effort. Achieving real-time tracking and recording of data usage in generative AI training while ensuring blockchain performance and scalability is a complex technical challenge.

Second, regulatory uncertainty persists. The legal status of blockchain-based IP licensing and the regulatory requirements for smart contracts remain unclear in many countries. This creates uncertainty for both creators and AI firms. Third, market adoption is slow. Transitioning from traditional licensing models to blockchain-based ones requires time and effort. Both creators and AI firms need to adapt to new technologies and processes, and the market requires time to mature.

In my view, the future prospects are promising. As blockchain technology matures and regulatory frameworks gradually improve, its application in generative AI IP licensing is likely to expand. More creators and AI firms will recognize the benefits of blockchain and adopt it for IP licensing. It could become the standard solution for addressing IP licensing issues in generative AI, driving the healthy development of the generative AI industry.

In conclusion, generative AI firms face a severe IP licensing crisis, while blockchain technology offers a powerful solution. By leveraging blockchain’s decentralization, security, transparency, and smart contracts, among other features, generative AI firms can address IP licensing challenges, protect creators’ rights, and achieve sustainable development. Although challenges remain in areas like technology, regulation, and market adoption, with ongoing advancements in blockchain technology and increased collaboration among stakeholders, blockchain is expected to play an increasingly significant role in resolving generative AI’s IP licensing issues. It will pave the way for the healthy growth of the generative AI industry and foster innovation and development in the digital economy era.

 

Source: https://www.securities.io/8-ways-blockchain-can-revolutionize-ip-licensing-for-ai-firms/

Anndy Lian is an early blockchain adopter and experienced serial entrepreneur who is known for his work in the government sector. He is a best selling book author- “NFT: From Zero to Hero” and “Blockchain Revolution 2030”.

Currently, he is appointed as the Chief Digital Advisor at Mongolia Productivity Organization, championing national digitization. Prior to his current appointments, he was the Chairman of BigONE Exchange, a global top 30 ranked crypto spot exchange and was also the Advisory Board Member for Hyundai DAC, the blockchain arm of South Korea’s largest car manufacturer Hyundai Motor Group. Lian played a pivotal role as the Blockchain Advisor for Asian Productivity Organisation (APO), an intergovernmental organization committed to improving productivity in the Asia-Pacific region.

An avid supporter of incubating start-ups, Anndy has also been a private investor for the past eight years. With a growth investment mindset, Anndy strategically demonstrates this in the companies he chooses to be involved with. He believes that what he is doing through blockchain technology currently will revolutionise and redefine traditional businesses. He also believes that the blockchain industry has to be “redecentralised”.

www.anndy.com
j j j

CNA Explains: Singapore’s tightened crypto licensing rules – ‘closing the door’ or ‘raising the bar’?

CNA Explains: Singapore’s tightened crypto licensing rules – ‘closing the door’ or ‘raising the bar’?

SINGAPORE: The Monetary Authority of Singapore (MAS) has moved to tighten its regulation of unlicensed cryptocurrency firms operating in the country.

Digital token service providers based in Singapore that only serve overseas markets will need to be licensed by Jun 30 – or they’ll have to suspend or cease their unregulated activities here.

Why is MAS doing this?

Experts told CNA the authority was closing a loophole in the industry.

“It’s a step towards consistency,” said intergovernmental blockchain advisor Anndy Lian, adding that ensuring digital token service providers meet the same standards could bolster trust.

Prior to the regulation, providers targeting overseas markets could sidestep licensing requirements and exploit “lighter oversight” while operating from Singapore, he noted.

“This move levels the playing field and likely reflects pressure to align with global anti-money laundering efforts,” said Mr Lian.

Mr Adrian Ang, a partner at Allen & Gledhill’s financial services department, added that it was necessary to support standards set by the global money laundering and terrorist financing watchdog, the Financial Action Task Force.

“Without regulation, the anonymity, speed and cross-border nature of their activities make this sector highly vulnerable to criminal abuse,” he said.

How will firms be affected?

As of Jun 19, MAS has granted digital payment token licences to 33 institutions, including major players like Coinbase and OKX.

While unlicensed digital payment token services can still apply for a local license, MAS has said that it has “set the bar high” and will “generally not issue” one.

Bitget and Bybit are among the top ten exchange operators by volume that do not have a Singapore licence.

A Bloomberg report said Bitget will relocate staff to jurisdictions such as Dubai and Hong Kong, and that Bybit has plans to follow suit.

But experts pointed out that it is the smaller firms that will feel the heat.

While larger firms have in-house legal and compliance departments and experience in dealing with licensing frameworks, smaller and mid-sized players face an “uphill task,” said Mr Mike Chiam, a fintech lawyer at Foxwood LLC.

“Many of them relied on operating from Singapore under a ‘non-retail, overseas-only’ assumption. That assumption no longer holds,” he said.

For these firms – which include unlicensed crypto exchanges, over-the-counter brokers and decentralised finance projects targeting overseas markets – compliance costs, legal restructuring or a complete shutdown are on the table, he added.

Mr Lian, who knows of many small firms trying to shift out of Singapore since early June, agreed that added compliance costs and processes weigh heavily on these.

“I’ve seen startups struggle with similar red tape elsewhere, and it risks pushing innovation to less regulated regions if not handled carefully,” he said.

What about employees?

Mr Chiam said a common question he’s had to deal with relates to whether employees whose job scope involves dealing with digital tokens must relocate.

Based on his law firm’s understanding from employees’ enquiries, it has found that such workers are generally not affected by MAS’ stricter rules, he said.

Practically speaking, employees working for digital token firms do not have to relocate – or at least, that is not the legislative intention, Mr Chiam added.

“On a positive note, employees appear to be interested in knowing how to better comply with regulations and keep abreast of such updates – overall a heightened awareness of the regulatory stance,” he said.

An employee from MEXC, who requested anonymity, observed that other centralised exchanges have introduced additional know your customer (KYC) checks and anti-money laundering (AML) frameworks.

These policies verify customers’ identities, to prevent illicit activity and to comply with global regulations.

Although MEXC does not have a local licence, the employee said his colleagues in Singapore have not been significantly affected.

“There are some observed changes within the compliance and legal teams, but for the most part, it is still business as usual,” he said.

An employee from Bitget, who also requested anonymity, claimed that about ten members of the customer service team were laid off earlier in June.

CNA has reached out to MEXC and Bitget for comment, as well as other firms listed in Singapore but not licensed by MAS.

What does it mean for the industry here?

Ms Angela Ang, who heads Asia Pacific’s policy and strategic partnerships at blockchain intelligence company TRM Labs, said that while Singapore’s approach to crypto may not resonate with everyone, it has been “very consistent”.

“Firms that are not operating this specific kind of business model should not be unduly alarmed. Crypto businesses can still obtain licences here if they are prepared to have a substantive presence, including servicing Singapore customers,” said Ms Ang.

She added that the industry has had “significant runway” to make preparations since the Financial Services and Markets Act was passed in April 2022.

In a media release on Jun 6, MAS also said its position has been “consistently communicated” for a few years since its first response to public consultation issued in February 2022.

It added that based on available information, it was aware of a “very small number” of providers affected.

Allen & Gledhill’s Mr Ang agreed that most crypto firms here should have already undertaken licensing considerations prior to commencing their business, as licensing requirements have been “in force for many years.”

Ultimately, the move should not be misread as Singapore turning hostile to digital assets, Mr Chiam said.

“Instead, the law is making it clear: If your fintech wants to use Singapore’s framework and reputation, you must meet Singapore’s standards,” he said.

“In that sense, Singapore isn’t closing the door – it’s raising the bar.”

 

Source: https://www.channelnewsasia.com/singapore/crypto-licensing-mas-cna-explains-5186446

Anndy Lian is an early blockchain adopter and experienced serial entrepreneur who is known for his work in the government sector. He is a best selling book author- “NFT: From Zero to Hero” and “Blockchain Revolution 2030”.

Currently, he is appointed as the Chief Digital Advisor at Mongolia Productivity Organization, championing national digitization. Prior to his current appointments, he was the Chairman of BigONE Exchange, a global top 30 ranked crypto spot exchange and was also the Advisory Board Member for Hyundai DAC, the blockchain arm of South Korea’s largest car manufacturer Hyundai Motor Group. Lian played a pivotal role as the Blockchain Advisor for Asian Productivity Organisation (APO), an intergovernmental organization committed to improving productivity in the Asia-Pacific region.

An avid supporter of incubating start-ups, Anndy has also been a private investor for the past eight years. With a growth investment mindset, Anndy strategically demonstrates this in the companies he chooses to be involved with. He believes that what he is doing through blockchain technology currently will revolutionise and redefine traditional businesses. He also believes that the blockchain industry has to be “redecentralised”.

www.anndy.com
j j j

Hong Kong’s New Crypto Licensing Regime: A Boon or Bane for Investors?

Hong Kong’s New Crypto Licensing Regime: A Boon or Bane for Investors?

  • The new regulations are expected to attract more foreign investment into Hong Kong.

  • Analysts remain unsure of how China will treat Hong Kong’s new crypto regime.

The new crypto regulations in Hong Kong have been a topic of discussion among investors and industry players alike. The announcement of the new licensing regime has brought hope for many who believe that it will make Hong Kong a major player in the crypto market. However, some remain cautious and have raised concerns about the potential risks that come with such a move. In this article, we will explore the opportunities and risks associated with the new Hong Kong crypto regulations, compare them with Singapore and South Korea, and discuss whether China is likely to back out.

New crypto exchanges

The new Hong Kong crypto regulations present several opportunities for the industry. Firstly, the licensing regime allows for the creation of new crypto exchanges, which will attract more investors and create more jobs. For example, a new exchange called Huobi Hong Kong is set to focus on institutional investors and high-net-worth individuals. This is good news for the industry as institutional investors are known to bring stability and liquidity to the market.

Secondly, the new regulations are expected to attract more foreign investment into Hong Kong. Hong Kong’s strong determination to regain the title of global crypto center is reflected in a series of policies and statements issued by the Hong Kong Monetary Authority. This is expected to create a favorable business environment that will attract foreign investors and companies to Hong Kong. This will benefit not only the crypto industry but also the overall economy of Hong Kong.

Thirdly, the new regulations are expected to enhance transparency and reduce the risk of money laundering and fraud. The Hong Kong Securities and Futures Commission has taken a regulatory approach to cryptocurrencies, which contrasts with recent actions in the US of regulation by enforcement. This approach will help build trust among investors and promote long-term growth in the industry.

However, while the new Hong Kong crypto regulations present several opportunities, they also come with risks. One of the biggest risks is the potential for increased market volatility. The crypto market is notoriously volatile, and the creation of new exchanges and the influx of more investors may exacerbate this. Moreover, there is the possibility of fraud and manipulation, which can further increase volatility and undermine investor confidence.

Lack of competition

Although the new Hong Kong crypto regulations present several opportunities, they also come with some risks. One of the biggest risks is the potential for increased market volatility. The crypto market is notoriously volatile, and the creation of new exchanges and the influx of more investors may exacerbate this. Moreover, there is the possibility of fraud and manipulation, which can further increase volatility and undermine investor confidence.

The new regulation may lead to a concentration of power in the hands of a few large exchanges. This can lead to a lack of competition, which can result in higher fees and a decrease in innovation. This is a problem that has been observed in other industries, such as banking and telecommunications, where a lack of competition has resulted in poorer service and higher prices.

Lastly, there is the risk of government interference. While the Hong Kong government has been supportive of the new regulations, there is always the possibility that it may change its stance. This could lead to a situation where the government restricts or bans crypto trading altogether. This would have a devastating impact on the industry and its investors.

Singapore as a major player

Hong Kong is not the only country in the region that is looking to regulate the crypto industry. Singapore and South Korea have also taken steps to regulate the industry. Singapore has been proactive in its approach, establishing a regulatory framework that encourages innovation while protecting investors. This has made Singapore a major player in the crypto market, with several major exchanges based in the country.

South Korea, on the other hand, has taken a more cautious approach. In 2017, the government banned initial coin offerings (ICOs), citing concerns about fraud and money laundering. However, the ban was lifted in 2018, and the government has since established a regulatory framework that requires exchanges to register with the Financial Services Commission. While this has led to a decrease in the number of exchanges in the country, it has improved investor protection and reduced the risk of fraud.

Compared to Singapore and South Korea, Hong Kong’s new crypto regulation is more similar to Singapore’s approach. Both countries have taken a proactive approach to regulation, with a focus on promoting innovation while protecting investors. However, Hong Kong’s new licensing regime is more focused on institutional investors, while Singapore’s regulatory framework is designed to cater to a broader range of investors.

Possible Backlash from China

Finally, there is the question of whether China is likely to back out of the new Hong Kong crypto regulation. China has been cracking down on the crypto industry, with a ban on ICOs and cryptocurrency exchanges in 2017. However, there are indications that China may be softening its stance. In 2019, President Xi Jinping stated that China should accelerate the development of blockchain technology. Moreover, in 2021, several Chinese companies announced plans to enter the crypto industry.

Despite these positive signs, there is still a risk that China may object to the new Hong Kong crypto regulations. China sees Hong Kong as part of its territory and may view the new regulations as a challenge to its authority. If this happens, it could lead to a deterioration of relations between Hong Kong and China, which would have far-reaching consequences for the industry and its investors.

Concentration of power

In conclusion, the new Hong Kong crypto regulations present both opportunities and risks. While they are expected to attract more investors and create a favorable business environment, there is also the potential for increased market volatility, concentration of power, and government interference. Compared to Singapore and South Korea, Hong Kong’s approach is more focused on institutional investors but shares a similar emphasis on promoting innovation and protecting investors. Whether China will back out of the new regulations remains to be seen, but there is a risk that it may object, leading to a deterioration of relations between Hong Kong and China.

Note: For new investors, be reminded that the crypto market is volatile. Please do your own proper research and do not get carried away by the hype. Today you can 10X, and tomorrow you may lose everything.

Source: https://www.financemagnates.com/cryptocurrency/hong-kongs-new-crypto-licensing-regime-a-boon-or-bane-for-investors/

Anndy Lian is an early blockchain adopter and experienced serial entrepreneur who is known for his work in the government sector. He is a best selling book author- “NFT: From Zero to Hero” and “Blockchain Revolution 2030”.

Currently, he is appointed as the Chief Digital Advisor at Mongolia Productivity Organization, championing national digitization. Prior to his current appointments, he was the Chairman of BigONE Exchange, a global top 30 ranked crypto spot exchange and was also the Advisory Board Member for Hyundai DAC, the blockchain arm of South Korea’s largest car manufacturer Hyundai Motor Group. Lian played a pivotal role as the Blockchain Advisor for Asian Productivity Organisation (APO), an intergovernmental organization committed to improving productivity in the Asia-Pacific region.

An avid supporter of incubating start-ups, Anndy has also been a private investor for the past eight years. With a growth investment mindset, Anndy strategically demonstrates this in the companies he chooses to be involved with. He believes that what he is doing through blockchain technology currently will revolutionise and redefine traditional businesses. He also believes that the blockchain industry has to be “redecentralised”.

www.anndy.com
j j j