SlideShare une entreprise Scribd logo
1  sur  95
Télécharger pour lire hors ligne
Centre for Information and Innovation Law (CIIR)15.3.2018
sebastian.felix.schwemer@jur.ku.dk @schwemer
Status quo
AI and lawyers
AI and law / regulation
45 min
Questions
Status
quo
What is artificial intelligence?
[The process] of making a machine behave in ways
that would be called intelligent if a human were so
behaving.
John McCarthy, 1955
Problematic to use human capabilities as benchmark
for AI…
Actuated mechanism programmable in two or
more axes (4.3) with a degree of autonomy (2.2),
moving within its environment, to perform intended
tasks
ISO 8373:2012(en), Robotics and robotic devices
Hollywood og journalister (samt nogle professorer) har
en tendens til at tale meget mere om dette "mystiske"
med 'neurale netværk' og 'kunstig intelligens' og
lignende i stedet for at sige det, som det er: Der er tale
om avancerede algoritmer og statiske
beregningsmetoder.
Stephen Alstrup, Københavns Universitet, Professor at Datalogisk Institut (2017)
Buzzword bingo: Big data, (Applied) Machine
Learning, Deep Learning, Data Science, Neural
Networks, Pattern Recognition, Algorithms…
¯_(ツ)_/¯
1949
Claude Shannon
Minimax
1997
Deep Blue ./.
Gary Kasparov
2011
IBM Watson
Jeapordy
2016
AlphaGo ./.
Lee Sedol
2017
AlphaGo ./.
Ke Jie
Slide 13
Learning Language Vision Speech
Slide 16
Slide 18
Slide 19
Slide 20
Slide 21
Slide 22
Slide 23
Medical Finance Logistics Agriculture Transport Retail
Why AI and law now?
Expectations
Peak of inflated expectations
Plateau of productivity
Slope of enlightenment
Trough of disillusionment
A smart contract is a set of promises
Specified in digital form
Including protocols based on which
Contracting parties perform on these promises
Nick Szabo
The term smart contract can be so confusing. Really it
is just a self-executing piece of code on a distributed
ledger.
Primavera de Felippi, National Centre of Scientifc Research, Paris
Increased computing capacity
Cheaper data storage
Accessible technology stack
Slide 34
Slide 36
AI and law
Regulating
of AI
AI and
regulation
Regulating
AI
Slide 40
Slide 41
“General Artificial Intelligence”
(Singularity)
Slide 43
Should we regulate AI?
Can we regulate AI?
Slide 45
Other implications for society?
Slide 48
1) Research Goal: The goal of AI research should be to create
not undirected intelligence, but beneficial intelligence.
8) Judicial Transparency: Any involvement by an autonomous
system in judicial decision-making should provide a
satisfactory explanation auditable by a competent human
authority.
11) Human Values: AI systems should be designed and
operated so as to be compatible with ideals of human dignity,
rights, freedoms, and cultural diversity.
1) A robot may not injure a human being or, through inaction,
allow a human being to come to harm;
2) A robot must obey the orders given it by human beings
except where such orders would conflict with the First Law;
3) A robot must protect its own existence as long as such
protection does not conflict with the First or Second Laws
A robot may not harm humanity, or, by inaction, allow humanity
to come to harm
Three Laws of Robotics, Isaac Asimov (1950)
AI and
regulation
Copyright…
Slide 53
Slide 54
or privacy...
”The data subject should have the right not to be subject to a
decision, which may include a measure, evaluating personal
aspects relating to him or her which is based solely on
automated processing and which produces legal effects
concerning him or her or similarly significantly affects him or
her, such as automatic refusal of an online credit application or
e-recruiting practices without any human intervention.”
GDPR, recital 71, Section 4 Right to object and automated decision making (Art. 22)
And liability...
Slide 60
creating a specific legal status for robots in the long run, so that
at least the most sophisticated autonomous robots could be
established as having the status of electronic persons
responsible for making good any damage they may cause, and
possibly applying electronic personality to cases where robots
make autonomous decisions or otherwise interact with third
parties independently;
Point 59 lit. f
Slide 63
Slide 64
Slide 65
AI and
lawyers
1754 f.Kr.
Code of Hammurabi
#LegalTech
People
with a law
degree
People
who code
People
with a law
degree
People
who code
Hypotesis: the ability to analyse
big data will become essential
in the legal profession
Academic research: more
empirical!
Productivity
Of junior lawyer work
will be done by
technology
* 2016 Boston Consulting Group & Bucerius Law School report
30-50%
Less time by use of
existing automation
technology
* 2016 Dana Remus & Frank S. Levy, Can Robots Be Lawyers? Computers, Lawyers, and the Practice of Law
13%
Prediction
Slide 82
Slide 83
Slide 84
Slide 85
Ecosystems are hyperlocal
Slide 90
Slide 91
Centre for Information and Innovation Law (CIIR)
sebastian.felix.schwemer@jur.ku.dk
Conclusions
@schwemer
Credits
Creative commons attribution
Hieroglyphic by Luke Anthony Firth (Noun Project)
Chain by ruliani (Noun Project)
Laptop by B. Agustín Amenábar Larraín (Noun Project)
Robot by Maxim Kulikov (Noun Project)
Pawn by Vallone Design (Noun Project)
Stopwatch by Veronika Krpciarova (Noun Project)
Lawyer by Miroslav Kurdov (Noun Project)
Lawyer 2 by Miroslav Kurdov (Noun Project)
Denmark by Chameleon Design (Noun Project)
Bitcoin by Adrien Coquet (Noun Project)
Another game of Go by Chad Miller (Flickr)
Vietnam War 1964 by manhhai (Flickr)

Contenu connexe

Tendances

Responsible AI in Industry (ICML 2021 Tutorial)
Responsible AI in Industry (ICML 2021 Tutorial)Responsible AI in Industry (ICML 2021 Tutorial)
Responsible AI in Industry (ICML 2021 Tutorial)
Krishnaram Kenthapadi
 
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPTAutomate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Anant Corporation
 
Uniform Domain Name Dispute Resolution
Uniform Domain Name Dispute ResolutionUniform Domain Name Dispute Resolution
Uniform Domain Name Dispute Resolution
libertyluver
 

Tendances (20)

The Ethics of Artificial Intelligence
The Ethics of Artificial IntelligenceThe Ethics of Artificial Intelligence
The Ethics of Artificial Intelligence
 
Applications of Artificial Intelligence-Past, Present & Future
Applications of Artificial Intelligence-Past, Present & FutureApplications of Artificial Intelligence-Past, Present & Future
Applications of Artificial Intelligence-Past, Present & Future
 
Privacy & Data Protection in the Digital World
Privacy & Data Protection in the Digital WorldPrivacy & Data Protection in the Digital World
Privacy & Data Protection in the Digital World
 
Generative AI Risks & Concerns
Generative AI Risks & ConcernsGenerative AI Risks & Concerns
Generative AI Risks & Concerns
 
Responsible Generative AI
Responsible Generative AIResponsible Generative AI
Responsible Generative AI
 
Theory Cyberspace
Theory CyberspaceTheory Cyberspace
Theory Cyberspace
 
Ethical issues facing Artificial Intelligence
Ethical issues facing Artificial IntelligenceEthical issues facing Artificial Intelligence
Ethical issues facing Artificial Intelligence
 
Artificial Intelligence and Intellectual Property
Artificial Intelligence and Intellectual PropertyArtificial Intelligence and Intellectual Property
Artificial Intelligence and Intellectual Property
 
Understanding generative AI models A comprehensive overview.pdf
Understanding generative AI models A comprehensive overview.pdfUnderstanding generative AI models A comprehensive overview.pdf
Understanding generative AI models A comprehensive overview.pdf
 
Ethical Considerations in the Design of Artificial Intelligence
Ethical Considerations in the Design of Artificial IntelligenceEthical Considerations in the Design of Artificial Intelligence
Ethical Considerations in the Design of Artificial Intelligence
 
Responsible AI in Industry (ICML 2021 Tutorial)
Responsible AI in Industry (ICML 2021 Tutorial)Responsible AI in Industry (ICML 2021 Tutorial)
Responsible AI in Industry (ICML 2021 Tutorial)
 
Ai and Legal Industy - Executive Overview
Ai and Legal Industy - Executive OverviewAi and Legal Industy - Executive Overview
Ai and Legal Industy - Executive Overview
 
An Elementary Introduction to Artificial Intelligence, Data Science and Machi...
An Elementary Introduction to Artificial Intelligence, Data Science and Machi...An Elementary Introduction to Artificial Intelligence, Data Science and Machi...
An Elementary Introduction to Artificial Intelligence, Data Science and Machi...
 
Introduction to AI Ethics
Introduction to AI EthicsIntroduction to AI Ethics
Introduction to AI Ethics
 
FinTech, AI, Machine Learning in Finance
FinTech, AI, Machine Learning in FinanceFinTech, AI, Machine Learning in Finance
FinTech, AI, Machine Learning in Finance
 
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPTAutomate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
 
Uniform Domain Name Dispute Resolution
Uniform Domain Name Dispute ResolutionUniform Domain Name Dispute Resolution
Uniform Domain Name Dispute Resolution
 
A Tutorial to AI Ethics - Fairness, Bias & Perception
A Tutorial to AI Ethics - Fairness, Bias & Perception A Tutorial to AI Ethics - Fairness, Bias & Perception
A Tutorial to AI Ethics - Fairness, Bias & Perception
 
AI and The Future of the Workplace
AI and The Future of the WorkplaceAI and The Future of the Workplace
AI and The Future of the Workplace
 
Algorithmic Bias: Challenges and Opportunities for AI in Healthcare
Algorithmic Bias:  Challenges and Opportunities for AI in HealthcareAlgorithmic Bias:  Challenges and Opportunities for AI in Healthcare
Algorithmic Bias: Challenges and Opportunities for AI in Healthcare
 

Similaire à Introduction to artificial intelligence and law

Ivan Horodyskyy “Legal limits of the AI software development: what should be ...
Ivan Horodyskyy “Legal limits of the AI software development: what should be ...Ivan Horodyskyy “Legal limits of the AI software development: what should be ...
Ivan Horodyskyy “Legal limits of the AI software development: what should be ...
Lviv Startup Club
 
Future aspects of ai by rahul abhishek
Future aspects of ai by rahul abhishekFuture aspects of ai by rahul abhishek
Future aspects of ai by rahul abhishek
Er. rahul abhishek
 
The Disadvantages Of Artificial Intelligence
The Disadvantages Of Artificial IntelligenceThe Disadvantages Of Artificial Intelligence
The Disadvantages Of Artificial Intelligence
Angela Hays
 
Joanna Bryson (University of Bath) - Intelligence by Design_ Systems engineer...
Joanna Bryson (University of Bath) - Intelligence by Design_ Systems engineer...Joanna Bryson (University of Bath) - Intelligence by Design_ Systems engineer...
Joanna Bryson (University of Bath) - Intelligence by Design_ Systems engineer...
Codiax
 

Similaire à Introduction to artificial intelligence and law (20)

Ivan Horodyskyy “Legal limits of the AI software development: what should be ...
Ivan Horodyskyy “Legal limits of the AI software development: what should be ...Ivan Horodyskyy “Legal limits of the AI software development: what should be ...
Ivan Horodyskyy “Legal limits of the AI software development: what should be ...
 
HUMAN RIGHTS IN THE AGE OF ARTIFICIAL INTELLIGENCE
HUMAN RIGHTS IN THE AGE OF ARTIFICIAL INTELLIGENCEHUMAN RIGHTS IN THE AGE OF ARTIFICIAL INTELLIGENCE
HUMAN RIGHTS IN THE AGE OF ARTIFICIAL INTELLIGENCE
 
Deep-Dive-AI-final-report.pdf
Deep-Dive-AI-final-report.pdfDeep-Dive-AI-final-report.pdf
Deep-Dive-AI-final-report.pdf
 
artificial intelligence
artificial intelligenceartificial intelligence
artificial intelligence
 
Nicolas Petit 27 september 18 - Hard Questions of Law and AI
Nicolas Petit 27 september 18 - Hard Questions of Law and AINicolas Petit 27 september 18 - Hard Questions of Law and AI
Nicolas Petit 27 september 18 - Hard Questions of Law and AI
 
Future aspects of ai by rahul abhishek
Future aspects of ai by rahul abhishekFuture aspects of ai by rahul abhishek
Future aspects of ai by rahul abhishek
 
What really is Artificial Intelligence about?
What really is Artificial Intelligence about? What really is Artificial Intelligence about?
What really is Artificial Intelligence about?
 
Tecnologías emergentes: priorizando al ciudadano
Tecnologías emergentes: priorizando al ciudadanoTecnologías emergentes: priorizando al ciudadano
Tecnologías emergentes: priorizando al ciudadano
 
Artificial intelligence (A.I.) How it works?
Artificial intelligence (A.I.) How it works?Artificial intelligence (A.I.) How it works?
Artificial intelligence (A.I.) How it works?
 
Selected topics in Computer Science
Selected topics in Computer Science Selected topics in Computer Science
Selected topics in Computer Science
 
Dangers of Over-Reliance on AI in the Military
Dangers of Over-Reliance on AI in the MilitaryDangers of Over-Reliance on AI in the Military
Dangers of Over-Reliance on AI in the Military
 
The Disadvantages Of Artificial Intelligence
The Disadvantages Of Artificial IntelligenceThe Disadvantages Of Artificial Intelligence
The Disadvantages Of Artificial Intelligence
 
Artificial intelligence, Technological Singularity & the Law
Artificial intelligence, Technological Singularity & the LawArtificial intelligence, Technological Singularity & the Law
Artificial intelligence, Technological Singularity & the Law
 
Joanna Bryson (University of Bath) - Intelligence by Design_ Systems engineer...
Joanna Bryson (University of Bath) - Intelligence by Design_ Systems engineer...Joanna Bryson (University of Bath) - Intelligence by Design_ Systems engineer...
Joanna Bryson (University of Bath) - Intelligence by Design_ Systems engineer...
 
PHIL20031 Applied Philosophy.docx
PHIL20031 Applied Philosophy.docxPHIL20031 Applied Philosophy.docx
PHIL20031 Applied Philosophy.docx
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
 
Ethics and AI
Ethics and AIEthics and AI
Ethics and AI
 
ALT Ethical AI summit, HB keynote, Dec 2023
ALT Ethical AI summit, HB keynote, Dec 2023ALT Ethical AI summit, HB keynote, Dec 2023
ALT Ethical AI summit, HB keynote, Dec 2023
 
Lecture 1
Lecture 1Lecture 1
Lecture 1
 
Chapter 3 - EMTE.pptx
Chapter 3 - EMTE.pptxChapter 3 - EMTE.pptx
Chapter 3 - EMTE.pptx
 

Plus de LawScienceTech

Plus de LawScienceTech (7)

Platform regulation in the DSM... through liability exemptions?
Platform regulation in the DSM... through liability exemptions?Platform regulation in the DSM... through liability exemptions?
Platform regulation in the DSM... through liability exemptions?
 
Leaving the European Safe Harbor... sailing towards algorithmic content regul...
Leaving the European Safe Harbor... sailing towards algorithmic content regul...Leaving the European Safe Harbor... sailing towards algorithmic content regul...
Leaving the European Safe Harbor... sailing towards algorithmic content regul...
 
Licensing and Access to Content in the EU
Licensing and Access to Content in the EULicensing and Access to Content in the EU
Licensing and Access to Content in the EU
 
Unlawful content and intermediaries 2.0
Unlawful content and intermediaries 2.0Unlawful content and intermediaries 2.0
Unlawful content and intermediaries 2.0
 
AI and law(yers) [Danish]
AI and law(yers) [Danish]AI and law(yers) [Danish]
AI and law(yers) [Danish]
 
3D printing: Consumers, copyright and challenges?
3D printing: Consumers, copyright and challenges?3D printing: Consumers, copyright and challenges?
3D printing: Consumers, copyright and challenges?
 
Copyright & related rights (1 of 2)
Copyright & related rights (1 of 2)Copyright & related rights (1 of 2)
Copyright & related rights (1 of 2)
 

Dernier

Sensual Moments: +91 9999965857 Independent Call Girls Vasundhara Delhi {{ Mo...
Sensual Moments: +91 9999965857 Independent Call Girls Vasundhara Delhi {{ Mo...Sensual Moments: +91 9999965857 Independent Call Girls Vasundhara Delhi {{ Mo...
Sensual Moments: +91 9999965857 Independent Call Girls Vasundhara Delhi {{ Mo...
Call Girls In Delhi Whatsup 9873940964 Enjoy Unlimited Pleasure
 
一比一原版(UC毕业证书)堪培拉大学毕业证如何办理
一比一原版(UC毕业证书)堪培拉大学毕业证如何办理一比一原版(UC毕业证书)堪培拉大学毕业证如何办理
一比一原版(UC毕业证书)堪培拉大学毕业证如何办理
bd2c5966a56d
 
6th sem cpc notes for 6th semester students samjhe. Padhlo bhai
6th sem cpc notes for 6th semester students samjhe. Padhlo bhai6th sem cpc notes for 6th semester students samjhe. Padhlo bhai
6th sem cpc notes for 6th semester students samjhe. Padhlo bhai
ShashankKumar441258
 
Appeal and Revision in Income Tax Act.pdf
Appeal and Revision in Income Tax Act.pdfAppeal and Revision in Income Tax Act.pdf
Appeal and Revision in Income Tax Act.pdf
PoojaGadiya1
 
COPYRIGHTS - PPT 01.12.2023 part- 2.pptx
COPYRIGHTS - PPT 01.12.2023 part- 2.pptxCOPYRIGHTS - PPT 01.12.2023 part- 2.pptx
COPYRIGHTS - PPT 01.12.2023 part- 2.pptx
RRR Chambers
 
一比一原版旧金山州立大学毕业证学位证书
 一比一原版旧金山州立大学毕业证学位证书 一比一原版旧金山州立大学毕业证学位证书
一比一原版旧金山州立大学毕业证学位证书
SS A
 

Dernier (20)

WhatsApp 📞 8448380779 ✅Call Girls In Nangli Wazidpur Sector 135 ( Noida)
WhatsApp 📞 8448380779 ✅Call Girls In Nangli Wazidpur Sector 135 ( Noida)WhatsApp 📞 8448380779 ✅Call Girls In Nangli Wazidpur Sector 135 ( Noida)
WhatsApp 📞 8448380779 ✅Call Girls In Nangli Wazidpur Sector 135 ( Noida)
 
IBC (Insolvency and Bankruptcy Code 2016)-IOD - PPT.pptx
IBC (Insolvency and Bankruptcy Code 2016)-IOD - PPT.pptxIBC (Insolvency and Bankruptcy Code 2016)-IOD - PPT.pptx
IBC (Insolvency and Bankruptcy Code 2016)-IOD - PPT.pptx
 
Sensual Moments: +91 9999965857 Independent Call Girls Vasundhara Delhi {{ Mo...
Sensual Moments: +91 9999965857 Independent Call Girls Vasundhara Delhi {{ Mo...Sensual Moments: +91 9999965857 Independent Call Girls Vasundhara Delhi {{ Mo...
Sensual Moments: +91 9999965857 Independent Call Girls Vasundhara Delhi {{ Mo...
 
pnp FIRST-RESPONDER-IN-CRIME-SCENEs.pptx
pnp FIRST-RESPONDER-IN-CRIME-SCENEs.pptxpnp FIRST-RESPONDER-IN-CRIME-SCENEs.pptx
pnp FIRST-RESPONDER-IN-CRIME-SCENEs.pptx
 
3 Formation of Company.www.seribangash.com.ppt
3 Formation of Company.www.seribangash.com.ppt3 Formation of Company.www.seribangash.com.ppt
3 Formation of Company.www.seribangash.com.ppt
 
Transferable and Non-Transferable Property.pptx
Transferable and Non-Transferable Property.pptxTransferable and Non-Transferable Property.pptx
Transferable and Non-Transferable Property.pptx
 
一比一原版(UC毕业证书)堪培拉大学毕业证如何办理
一比一原版(UC毕业证书)堪培拉大学毕业证如何办理一比一原版(UC毕业证书)堪培拉大学毕业证如何办理
一比一原版(UC毕业证书)堪培拉大学毕业证如何办理
 
6th sem cpc notes for 6th semester students samjhe. Padhlo bhai
6th sem cpc notes for 6th semester students samjhe. Padhlo bhai6th sem cpc notes for 6th semester students samjhe. Padhlo bhai
6th sem cpc notes for 6th semester students samjhe. Padhlo bhai
 
Appeal and Revision in Income Tax Act.pdf
Appeal and Revision in Income Tax Act.pdfAppeal and Revision in Income Tax Act.pdf
Appeal and Revision in Income Tax Act.pdf
 
Doctrine of Part-Performance.ddddddddddppt
Doctrine of Part-Performance.ddddddddddpptDoctrine of Part-Performance.ddddddddddppt
Doctrine of Part-Performance.ddddddddddppt
 
$ Love Spells^ 💎 (310) 882-6330 in Utah, UT | Psychic Reading Best Black Magi...
$ Love Spells^ 💎 (310) 882-6330 in Utah, UT | Psychic Reading Best Black Magi...$ Love Spells^ 💎 (310) 882-6330 in Utah, UT | Psychic Reading Best Black Magi...
$ Love Spells^ 💎 (310) 882-6330 in Utah, UT | Psychic Reading Best Black Magi...
 
The doctrine of harmonious construction under Interpretation of statute
The doctrine of harmonious construction under Interpretation of statuteThe doctrine of harmonious construction under Interpretation of statute
The doctrine of harmonious construction under Interpretation of statute
 
COPYRIGHTS - PPT 01.12.2023 part- 2.pptx
COPYRIGHTS - PPT 01.12.2023 part- 2.pptxCOPYRIGHTS - PPT 01.12.2023 part- 2.pptx
COPYRIGHTS - PPT 01.12.2023 part- 2.pptx
 
A SHORT HISTORY OF LIBERTY'S PROGREE THROUGH HE EIGHTEENTH CENTURY
A SHORT HISTORY OF LIBERTY'S PROGREE THROUGH HE EIGHTEENTH CENTURYA SHORT HISTORY OF LIBERTY'S PROGREE THROUGH HE EIGHTEENTH CENTURY
A SHORT HISTORY OF LIBERTY'S PROGREE THROUGH HE EIGHTEENTH CENTURY
 
一比一原版旧金山州立大学毕业证学位证书
 一比一原版旧金山州立大学毕业证学位证书 一比一原版旧金山州立大学毕业证学位证书
一比一原版旧金山州立大学毕业证学位证书
 
CAFC Chronicles: Costly Tales of Claim Construction Fails
CAFC Chronicles: Costly Tales of Claim Construction FailsCAFC Chronicles: Costly Tales of Claim Construction Fails
CAFC Chronicles: Costly Tales of Claim Construction Fails
 
KEY NOTE- IBC(INSOLVENCY & BANKRUPTCY CODE) DESIGN- PPT.pptx
KEY NOTE- IBC(INSOLVENCY & BANKRUPTCY CODE) DESIGN- PPT.pptxKEY NOTE- IBC(INSOLVENCY & BANKRUPTCY CODE) DESIGN- PPT.pptx
KEY NOTE- IBC(INSOLVENCY & BANKRUPTCY CODE) DESIGN- PPT.pptx
 
BPA GROUP 7 - DARIO VS. MISON REPORTING.pdf
BPA GROUP 7 - DARIO VS. MISON REPORTING.pdfBPA GROUP 7 - DARIO VS. MISON REPORTING.pdf
BPA GROUP 7 - DARIO VS. MISON REPORTING.pdf
 
Andrea Hill Featured in Canadian Lawyer as SkyLaw Recognized as a Top Boutique
Andrea Hill Featured in Canadian Lawyer as SkyLaw Recognized as a Top BoutiqueAndrea Hill Featured in Canadian Lawyer as SkyLaw Recognized as a Top Boutique
Andrea Hill Featured in Canadian Lawyer as SkyLaw Recognized as a Top Boutique
 
Clarifying Land Donation Issues Memo for
Clarifying Land Donation Issues Memo forClarifying Land Donation Issues Memo for
Clarifying Land Donation Issues Memo for
 

Introduction to artificial intelligence and law