Machine Learning Patent Landscape in Asia

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Machine Learning Innovations in Asia

Recently, Celcom Axiata and Cisco have partnered together to improve mobile connectivity across Malaysia through the implementation of artificial intelligence (AI) and machine learning technology innovations in Asia Pacific. This would be accomplished through the joint efforts of both companies. The updates are centred on the integrated software-defined network (SDN) transport infrastructure that is scheduled to be deployed in future. This will be done with the intention of “substantially improving” the service provisioning time for “businesses of all sizes as well as consumers.”

To understand how machine learning innovations in Asia Pacific are impacting the international economy, look at what APAC is doing to make their sectors successful. Less visible industries are equally ready for innovation as high-tech fields, including machine learning innovations that are filed as machine learning patents by machine learning patent attorneys in Asia, including machine learning patent attorney in Malaysiamachine learning in Singapore, and the like. The spread of mobile phones in Asia-Pacific is changing the banking sector, which effectively uses machine learning. Smartphone and tablet use is rising throughout the region. 

In Asia, technological and scientific advances have advanced innovations based on machine learning and artificial intelligence. Most countries lag behind in these areas. Lower original creativity and ineffective technology exchange policies are to blame. Also, implementing a machine learning innovation landscape in Asia-Pacific countries has increased investment and MNC involvement. As an example, Tsinghua University in China has surpassed Korea’s POSTECH as the region’s most innovative university. The Chinese institution vaulted three ranks to become Japan and China’s top university. The results match Japan’s overall performance on Reuters’ lists of innovative universities.   

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Asia-Pacific innovation also includes Fintech Labs. Companies can try new ideas and improve machine learning processes in these collaborative spaces. Busan Daily employed AI to study its audience’s preferences and deliver customised onsite search. It’s also building community tools and standards. These measures, together with more platform services, will be vital to regional success. Digital transformation based on machine learning will drive future innovation in Asia-Pacific. A review of Machine Learning Patent Landscape in Asia provides insights on strong AI patents and ML patents drafted by patent attorneys in Asia, which include enforceable patent claims.

Machine Learning Patent Example

Nowadays, many companies are opting for a patent related to machine learning to gain control over the market. In terms of ML basics, inventors understand that there exist three types of machine-learning mainly, including, supervised learningunsupervised learning, and reinforcement learning. For example, to provide exact and short answers to its users, Google has recently patented a machine-learning algorithm to include rich media for a specific type of answers and provide the best results for voice searches. Similarly, Amazon has filed a patent to capture details of conversations happening around its smart device Alexa and record them. After analyzing such data, it shall be used for advertising purposes. On the other hand, Samsung has filed a patent for a drone that is controlled via hand gestures and facial recognization to project customized ads to its customers. This drone comes with a flying display with the ability to detect a person’s hand gestures, face, and pupils. 

Many countries have been debating over the process to determine the scope of examination standards and legal protection in case innovation created by ML is granted a patent right. Another question is what the scope of patent rights for the inventions should be that AI creates and involves the determination of examination standards along with the scope of restrictions and authorizations. Similarly, lawmakers are pondering over what should be the legal status of the invention that AI creates or how to treat the relationship between a general inventor, ML inventor, and ML as an inventor. The third question is regarding the distribution of innovation that ML creates, i.e., distribution and redistribution benefits for ML investors, ML owners, and the public. 

Machine Learning Innovations

The machine learning invention is an information product that also covers the legitimacy of property in market value. The patent system should assist such innovators to coordinate the balance between transaction security and freedom that the innovation market provides. The patent system must provide a normative approach for machine learning inventions and clarify the patentability of innovations to create sustainable development of the computer-human collaborative approach in the ongoing technology era. 

Machine Learning Patent FAQs

Here are few important frequently asked questions pertaining to machine learning patents.

​​Can you patent a ML model?

patent for a machine learning model will contain certain components. It will contain the title of the invention, its description, claims, and the name of one or more inventors. A patent will also identify the patent assignee, which is a person who owns the rights to the invention. A patent for a machine learning model is a complex process. If you want to protect your creation, it is important to follow the proper procedures.

First, inventors should file a patent for a machine learning model only if it can be used to identify patentable ideas. Patent office examiners are required to search for patents using their skills, and machine learning could help them focus on higher-level tasks. While large software companies have been patenting artificial intelligence-related technologies for decades, startups in fields outside of the software sector are quickly taking advantage of the technology. Adaptability: Another key aspect of a patent for a machine learning model is the ability to make the algorithm fit the specific technical implementation. Adaptation to a specific technical implementation means that the algorithm is adapted to the way a computer operates. A neural network training method will consider the features of the computer to determine when to cache information. By utilizing such considerations, an innovation using a machine learning model can be patent-protected.

Are patents good for innovation?

The role of patents in promoting innovation has often been discussed across various forums. CEOs of high-tech companies argue that a patent is essential for their businesses, while economists are less sure. Some researchers have found that patents can hinder innovation (by 13%). That is why it is crucial to understand the role of patents in promoting innovation before making sweeping policy changes. 

Having a patent protects the technology. Patents also promote downstream development through contracts and commercialisation. Patents reduce the gap between science and industrial innovation, enabling new ideas to be reproduced by others. Furthermore, patents can foster the diffusion of knowledge and help facilitate the exploitation and commercialisation of new technologies. 

How do you patent machine learning?

As AI and machine learning become more commonplace, many innovators are seeking ways to protect their work with patents. Patent applications for machine learning and artificial intelligence have increased dramatically in recent years, but patent attorneys have struggled with how to claim these innovations. Luckily, there are a few steps inventors can take to ensure their work remains protected. Below are some key steps that patent attorneys can take to strengthen their machine learning patents.

Patent applications relating to AI and machine learning are essential for scientific discovery, but many technologies are not suited for patent protection. The application process can pose several risks. Some abstract ideas cannot be protected through patents, such as mental processes, methods of organizing human activity, mathematical formulas, or calculations. The government, however, continues to seek input from a range of companies on the topic of AI and machine learning, which can potentially lead to new innovations. 

When pursuing patents for AI and machine learning, inventors should first consider whether their innovation is truly innovative. Patent applications should contain claims, titles, and descriptions. Typically, the machine learning patent will name one or more inventors, as well as the assignee (the person who owns the patent rights).

In addition to the crucial points stated here relating to machine learning patents in Asia Pacific, the future business models based on innovation may regularly need assistance for Patent Searching. The results of a patent search report can assist in determining if Patent Drafting is the next step for International Patent Filing along with USPTO Patent Filing. In case of blockchain based business models, utility token Legal Opinion Letters may also be needed, along with a set of applicable contracts and agreements.

Our team of advanced patent attorneys assists clients with patent searches, drafting patent applications, and patent (intellectual property) agreements, including licensing and non-disclosure agreements.

Advocate Rahul Dev is a Patent Attorney & International Business Lawyer practicing Technology, Intellectual Property & Corporate Laws. He is reachable at rd (at) patentbusinesslawyer (dot) com & @rdpatentlawyer on Twitter.

Quoted in and contributed to 50+ national & international publications (Bloomberg, FirstPost, SwissInfo, Outlook Money, Yahoo News, Times of India, Economic Times, Business Standard, Quartz, Global Legal Post, International Bar Association, LawAsia, BioSpectrum Asia, Digital News Asia, e27, Leaders Speak, Entrepreneur India, VCCircle, AutoTech).

Regularly invited to speak at international & national platforms (conferences, TV channels, seminars, corporate trainings, government workshops) on technology, patents, business strategy, legal developments, leadership & management.

Working closely with patent attorneys along with international law firms with significant experience with lawyers in Asia Pacific providing services to clients in US and Europe. Flagship services include international patent and trademark filingspatent services in India and global patent consulting services.

Global Blockchain Lawyers (www.GlobalBlockchainLawyers.com) is a digital platform to discuss legal issues, latest technology and legal developments, and applicable laws in the dynamic field of Digital Currency, Blockchain, Bitcoin, Cryptocurrency and raising capital through the sale of tokens or coins (ICO or Initial Coin Offerings).

Blockchain ecosystem in India is evolving at a rapid pace and a proactive legal approach is required by blockchain lawyers in India to understand the complex nature of applicable laws and regulations.

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Patent Attorney in Asia

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We have launched Asia Pacific (APAC) Patent and IP Consulting Practice in Singapore, serving Malaysia, Hong Kong, China and Singapore markets. We managed patent filings and prosecution in US, UK, Europe and Asian jurisdiction by working closely with international patent attorneys and patent law firms. We are extensively networked with lawyers, law firms, patent agents, patent attorneys, accountants, investment bankers, management consultants, startups and entrepreneurs in Asia. In past, we have worked closely with patent experts to provide ASEAN focused expertise in Singapore, Malaysia, Indonesia, Thailand, the Philippines and Vietnam. 

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We have personally managed and delivered comprehensive execution of patent projects in Asian markets, including:
(a) Reviewing invention disclosures meant for patent filings and prepared patent eligibility reports determining if invention is patentable (New; Inventive; Useful; and practical application)
(b) Drafting and managing domestic and international patent registrations
(c) Conducting product clearance studies and preparing Freedom to Operate Opinion with FTO reports
(d) Patent Investigation and Patent Searching services 
(e) Patent Claim Mapping to determine patent infringement by comparing infringing products with patent claims
(f) Assisted corporations and universities to manage all aspects of patent portfolio of various business units
(g) Working with clients to formulate internal policies and practices for invention harvesting
(h) Drafting and worldwide prosecution of patent applications
(i) Patent opposition and oral proceedings
(j) Evaluating and mitigating patent risks
(k) Monitoring technology development and competitors’ activities
(l) Advised inventors worldwide to draft, file and prosecute patent applications by providing comprehensive advice on issues of patent infringement, patentability, prior art searches, and patent licensing related transactions

We provide comprehensive Patent and Trademark legal services via our global network to create valuable patent portfolios and resolve complex patent disputes by providing patent litigation support services.

Our team of advanced patent attorneys assists clients with patent searches, drafting patent applications, and patent (intellectual property) agreements, including licensing and non-disclosure agreements.

Advocate Rahul Dev is a Patent Attorney & International Business Lawyer practicing Technology, Intellectual Property & Corporate Laws. He is reachable at rd (at) patentbusinesslawyer (dot) com & @rdpatentlawyer on Twitter.

Quoted in and contributed to 50+ national & international publications (Bloomberg, FirstPost, SwissInfo, Outlook Money, Yahoo News, Times of India, Economic Times, Business Standard, Quartz, Global Legal Post, International Bar Association, LawAsia, BioSpectrum Asia, Digital News Asia, e27, Leaders Speak, Entrepreneur India, VCCircle, AutoTech).

Regularly invited to speak at international & national platforms (conferences, TV channels, seminars, corporate trainings, government workshops) on technology, patents, business strategy, legal developments, leadership & management.

Working closely with patent attorneys along with international law firms with significant experience with lawyers in Asia Pacific providing services to clients in US and Europe. Flagship services include international patent and trademark filingspatent services in India and global patent consulting services.

Global Blockchain Lawyers (www.GlobalBlockchainLawyers.com) is a digital platform to discuss legal issues, latest technology and legal developments, and applicable laws in the dynamic field of Digital Currency, Blockchain, Bitcoin, Cryptocurrency and raising capital through the sale of tokens or coins (ICO or Initial Coin Offerings).

Blockchain ecosystem in India is evolving at a rapid pace and a proactive legal approach is required by blockchain lawyers in India to understand the complex nature of applicable laws and regulations.

Technology Business Consultants

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In association with Law Office of Rahul Dev – Patent Attorney, an International Business Law Firm, we provide business, management, technical and legal solutions to the challenges confronted by cutting-edge technology companies and startups.

Our team understands technology and business, and provides business and consultancy services related to Corporate Laws, Technology Laws, Intellectual Property Rights, Securities, Mergers and Acquisitions, and other matters that affect startups and technology companies.

We are devoted to helping our clients achieve success by providing services customized to their specific requirements. Launching and running a startup is a challenge, and structure of the business is even more critical. The structure of the business decides the liabilities of the founders, tax implications, benefits, raising funds & capital, and other regulatory procedures required under the law of the appropriate jurisdiction. We are business consultants with a specialty in early-stage tech startup companies.

Our business consultancy focuses on critical life-cycle events, including incorporation (formation), hiring, funding, acquiring and positioning to get acquired.

Additionally, our tech consultancy practice includes patents, trade secrets, trademarks, copyrights, licensing, development, distribution, and strategic partnering. We consult and advice our clients by providing a diverse range of services across various technology sectors, including, Wireless & Mobile Telecommunications, Cloud Computing, Social Media, E-Commerce, Telecom and IT, Biotechnology, Healthcare, Pharmaceuticals, Food Technology, Regulatory Affairs, Energy and Power, Biotechnology, Food and Beverage, Chemicals, Medical Devices, Advanced Materials, Semiconductor and Electronics, Industrial Automation, Consumer Goods, Automotive and Transportation, Banking & Financial Services etc.

We provide individuals, start ups and businesses with patent filing, patent protection, patent advice, patent services, invention filing, invention protection, invention services, invention advice, copyright filing, copyright protection, trademark filing and trademark protection before Indian Patent and Trademark Office.

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Patent Search in India

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Patent Search in India

Indian patent office, governed by the Controller General of Patents, Designs and Trademarks, provides applicants with an advanced patent search system to search for pending patent applications and granted patents. Termed as InPASS (Indian Patent Advanced Search System), the Indian patent office database offers multiple tools to the users along with logic operations to use various combinations of patent search keywords.

InPASS provides users to use one or more patent search syntax, including a list of operators that are supported to facilitate advanced level patent search covering full text of published patent applications and granted patents. For example, Boolean operators allowed by the Indian patent office include AND, OR and NOT. In use, patent searches for two or more words in combination can be performed by using AND operator. Similarly, patent searches for either word of a combination of words can be performed by using OR operator. Additionally, NOT operator may be employed in a patent search combination to exclude one or more words from the patent search results.

In addition to the above, the Indian patent office database further provides provisions for using Wildcards including “?” and “*”. In use, the wildcard “?” can be used to search multiple keywords while performing a patent search. For example, using “Oxidi?e” will result in patent references using both “Oxidise” and “Oxidize”. Similarly, use of wildcard “*” will result in patent search results that contain various possible combinations. For example, using *Chem* will result in patent search results containing chemical, chemistry, chemotherapy etc.

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How to Search Patents

Conducting a patent search of published patent applications and granted patents on the Indian Patent Office website by using the InPASS tool requires users to plan for a patent search strategy. Patent searchers need to be aware of the relevant patent search keywords, patent search strings, patent search strings in combination with logical operators, patent classifications, and other factors that may play a crucial role in performing patent searches.

A basic patent search requires much less effort as compared to an advanced patent search. Generally, advanced patent searches are comprehensive and the patent searcher or the patent analyst should have strong technical understanding of the domain of the technology pertaining to the innovation or invention for which the patent search is required.

Patent Searching Steps

  1. As a first step, the invention should be described by way of one or more relevant keywords that can assist in narrowing down patent search results. The keywords should be aptly selected to improve the quality of the patent searches.
  2. After finalizing patent search keywords, relevant patent classifications can be searched that cover the filed of technology describing the invention.
  3. Subsequently, a broad level patent search can be performed by using the relevant patent classifications.
  4. The results of broad patent search performed at above-mentioned step can be further narrowed down by using relevant patent search keywords as decided in first step.
  5. Subsequent narrowed down patent search results can be reviewed in detail to find the most relevant results.
  6. The above-mentioned steps can be repeated for alternate keywords, including synonyms and other common words used to describe the invention for which patent search is required.
  7. Consequently, the above-mentioned steps can be repeated for both published patent applications and granted patents to cover the entire Indian patent database.

While performing patent searches in Indian patent office database, the patent searchers and patent analysts can further screen the patent search results by using keywords across different fields. Multiple fields are available to the users to narrow down the search results, including, Title, Abstract, Claims, Description, Patent Application Number, Granted Patent Number, Applicant Name, Inventor Name, Inventor Address, Filing Office, PCT Application Number, Field of Invention, etc. In use, the field of invention refers to the international patent classification.

Tech Corp Group is aimed at decoding Patents, Technology and Intellectual Property (IP) in Asia – Japan, Korea, China, India, Singapore, Malaysia, Thailand, Indonesia, Philippines, Vietnam, Laos, Cambodia, Myanmar and Brunei. We provide international solutions of Patent, Technology & Intellectual Property (IP) Research Services in Asia.

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