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M3 Legal Culture in Global Asia - Coggle Diagram
M3 Legal Culture in Global Asia
“Machine Learning and the Rule of Law”
Intro
Existing problematic features of the legal system: representative heuristics, race, bias, politicized before war.
The problem of indifference
Legal indifference, stronger/weaker preferences based on ideology, personal psychology, or institutional characteristics.
A role for machine learning
-Conceptualize the notion of early predictability to detect judicial indifference automatically, de-biasing, or prevent irrelevant factors(hearing near dining time? weather? date?)
-Aid in reducing bias and judge variations
Judicial education
-Expose judges to legally (ir)relevant factors on decision to general rather than specific de-biasing
-How exactly?
Educate data analysis tools that used during legal proceeding, providing factors that can influence their D-M
“The Current State of Legal Innovation in Malaysia”.
Lawtech Malaysia(LTM)
fintech, lawtech, and regtech
legal, finance, regulatory, technology and business
Area: Asia-Pacific
Group of lawyers
bridging new techs in law & laweyers
platform
2020
grow in the diversity, including:
Intellectual Property
accounting
challenge in Malaysia
Now
Pricing: expensive, 80% of market by small firms
Approach: lawyers have limited access to legal tech providers, as legal tech providers also need to follow a traditional way to explore law firms
No incentives and timing(not ready)
-no monetary incentives
-and do not want to have workflow change
Future
Maintenance and scalability
Lawyers eventually adopt tech as a means to complete their legal services to their clients, rather than focus on adopting new techs to increase competitiveness
approach to policy, moving toward the acceptance of legal innovation
Work with respective stakeholders:
-Bar Council: Future in Tech committee, overseeing the legal tech in the profession
-AIAC(Asian International Arbitration Centre): case management software, standard building contract
-Judiciary in Malaysia: e-filling, AI-sentencing
What can be needed in Malaysia
'Digital signatures' by 'key' stakeholders
Important for the development
commercial decisions of the client
rise of digitalization in the global economy