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AI in legal practice –
the research perspective
Anna Ronkainen, Chief Scientist, TrademarkNow
Legal Geek Conference, London 2016-10-18
Relevant affiliations
(list too long to fit on title slide)
•  chief scientist and co-founder, TrademarkNow
•  external lecturer, University of Turku Law
School (Introduction to Legal Technology)
•  executive committee member, International
Association for Artificial Intelligence and Law
(industry liaison) (iaail.org)
•  organizer, Helsinki Legal Tech Meetup
•  president, Finnish Legal Tech Forum
(legaltech.fi)
@ronkaine
#legalgeek
What is artificial intelligence
It’s not any specific technology, it’s a research
programme!
A cross-disciplinary approach combining
•  computer science
•  psychology
•  linguistics
•  neuroscience
•  philosophy of mind, language, ...
•  robotics
•  ...
@ronkaine
#legalgeek
My simple practical definition for
artificial intelligence
Using (or trying to use) computers to do things
which people can do comparatively easily and
computers cannot (or couldn’t) do at all.
→ when it starts working, it gradually stops
stopped being called AI – at least until 5–10 years
ago...
@ronkaine
#legalgeek
What is artificial intelligence and law
•  theoretical discussions since the 1950s
•  organized (societies, conferences, journals) as a
research field since the 1980s
•  some dominating themes:
•  expert systems (1980s)
•  ontologies (~2000)
•  argumentation (~2010)
•  successful legal applications of broader AI
research (e.g. NLP) a wake-up call in this decade
@ronkaine
#legalgeek
This is what document review
used to look like
@ronkaine
#legalgeek
This is what due diligence
used to look like
@ronkaine
#legalgeek
This is what trademark search
used to look like
@ronkaine
#legalgeek
This is what trademark search
looks like now
This is what trademark research
looks like now (not AI, just great UX)
10
Trademark clearance: old vs. new
Traditional process
•  specify search strategy
(wildcards, Nice classes,
registries)
•  carry out 1st stage of
search
•  review 1st-stage results
•  select marks for which
further information is
needed
•  retrieve full information
•  review 2nd-stage results
•  give recommendation and/
or create report
AI-powered process
•  give trademark, product,
countries
•  review relevancy-ranked
results (click through for
more information on
individual marks as
needed)
•  give recommendation
and/or create report
@ronkaine
#legalgeek
...but don’t take my word for it!
@ronkaine
#legalgeek
Why AI & law and legal tech startups
need each other
“No battle plan ever survives contact with the
enemy.” – Helmuth von Moltke
•  confronting theory with reality
•  capable people in academia who could be some
startup’s secret weapon
•  demonstrating relevance of AI & law research
•  some startups with academic origins
•  first(?) major collaboration between Riverview
Law and University of Liverpool
@ronkaine
#legalgeek
...and on that note
16th International Conference on Artificial
Intelligence and Law (ICAIL) to be held at King’s
College London June 12–16
3 days of main conference, 2 workshop days
Tentative plans to also organize a legal startup
event the weekend before/after; please contact
me (@ronkaine, anna@tmnow.com) if interested
in speaking/sponsoring/attending
More info: http://nms.kcl.ac.uk/icail2017/
@ronkaine
#legalgeek
AI in legal practice – the research perspective

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AI in legal practice – the research perspective

  • 1. AI in legal practice – the research perspective Anna Ronkainen, Chief Scientist, TrademarkNow Legal Geek Conference, London 2016-10-18
  • 2. Relevant affiliations (list too long to fit on title slide) •  chief scientist and co-founder, TrademarkNow •  external lecturer, University of Turku Law School (Introduction to Legal Technology) •  executive committee member, International Association for Artificial Intelligence and Law (industry liaison) (iaail.org) •  organizer, Helsinki Legal Tech Meetup •  president, Finnish Legal Tech Forum (legaltech.fi) @ronkaine #legalgeek
  • 3. What is artificial intelligence It’s not any specific technology, it’s a research programme! A cross-disciplinary approach combining •  computer science •  psychology •  linguistics •  neuroscience •  philosophy of mind, language, ... •  robotics •  ... @ronkaine #legalgeek
  • 4. My simple practical definition for artificial intelligence Using (or trying to use) computers to do things which people can do comparatively easily and computers cannot (or couldn’t) do at all. → when it starts working, it gradually stops stopped being called AI – at least until 5–10 years ago... @ronkaine #legalgeek
  • 5. What is artificial intelligence and law •  theoretical discussions since the 1950s •  organized (societies, conferences, journals) as a research field since the 1980s •  some dominating themes: •  expert systems (1980s) •  ontologies (~2000) •  argumentation (~2010) •  successful legal applications of broader AI research (e.g. NLP) a wake-up call in this decade @ronkaine #legalgeek
  • 6. This is what document review used to look like @ronkaine #legalgeek
  • 7. This is what due diligence used to look like @ronkaine #legalgeek
  • 8. This is what trademark search used to look like @ronkaine #legalgeek
  • 9. This is what trademark search looks like now
  • 10. This is what trademark research looks like now (not AI, just great UX) 10
  • 11. Trademark clearance: old vs. new Traditional process •  specify search strategy (wildcards, Nice classes, registries) •  carry out 1st stage of search •  review 1st-stage results •  select marks for which further information is needed •  retrieve full information •  review 2nd-stage results •  give recommendation and/ or create report AI-powered process •  give trademark, product, countries •  review relevancy-ranked results (click through for more information on individual marks as needed) •  give recommendation and/or create report @ronkaine #legalgeek
  • 12. ...but don’t take my word for it! @ronkaine #legalgeek
  • 13. Why AI & law and legal tech startups need each other “No battle plan ever survives contact with the enemy.” – Helmuth von Moltke •  confronting theory with reality •  capable people in academia who could be some startup’s secret weapon •  demonstrating relevance of AI & law research •  some startups with academic origins •  first(?) major collaboration between Riverview Law and University of Liverpool @ronkaine #legalgeek
  • 14. ...and on that note 16th International Conference on Artificial Intelligence and Law (ICAIL) to be held at King’s College London June 12–16 3 days of main conference, 2 workshop days Tentative plans to also organize a legal startup event the weekend before/after; please contact me (@ronkaine, anna@tmnow.com) if interested in speaking/sponsoring/attending More info: http://nms.kcl.ac.uk/icail2017/ @ronkaine #legalgeek