Thư viện tri thức trực tuyến
Kho tài liệu với 50,000+ tài liệu học thuật
© 2023 Siêu thị PDF - Kho tài liệu học thuật hàng đầu Việt Nam

Artificial intelligence
Nội dung xem thử
Mô tả chi tiết
Building the Exponential Law Firm
Unleashing Artificial Intelligence’s True Potential
ILTACON 2016
National Harbor, Maryland
August 29th 2016
Rohit Talwar
CEO
Fast Future
Contents
Presentation p 4
About Fast Future p 83
Background Notes p 96
Slide Sources p 410
[email protected] www.fastfuturepublishing.com
[email protected] www.fastfuturepublishing.com
Tomorrow’s Agenda
[email protected] www.fastfuturepublishing.com
When Two
Worlds Collide A
Digitized
Society With a
Global Brain
A
Physical
& Local
World
[email protected] www.fastfuturepublishing.com
What’s all the Fuss About –
What is Artificial Intelligence?
Artificial intelligence (AI) is an area of
computer science that emphasizes the
creation of intelligent machines that
work and react like humans. E.g.
Speech recognition, visual perception,
learning, reasoning, inference,
strategising, planning, intuition,
decision-making, and language
translation.
[email protected] www.fastfuturepublishing.com
Unique Opportunity and Existential Risk?
[email protected] www.fastfuturepublishing.com
A US$650 Billion Market at Risk?
[email protected] www.fastfuturepublishing.com
Or a US$78-120 Trillion Opportunity?
[email protected] www.fastfuturepublishing.com
AI - A Brief History
• June 1945 - Vannevar Bush "As We May Think" – Argues to
Redirect scientific efforts from destruction towards understanding.
Suggests need for a “memex” collective memory machine to make
knowledge more accessible, and transform an information
explosion into a knowledge explosion.
• 1950 - Alan Turing paper Computing Machinery and Intelligence ‘I
propose to consider the question, 'Can machines think?’ Proposes
the “Turing Test” of a machine's ability to exhibit intelligent
behavior equivalent to, or indistinguishable from, that of a human
• 1956 - term 'Artificial Intelligence‘ created at a Dartmouth College
conference
• 1956–74 - “Golden Years” – funding boom - reasoning, NLP,
micro-worlds
• 1974-80 – First AI Winter
• 1980-87 – Boom – expert systems, knowledge, Japan’s 5th
Generation Project
• 1987-93 – Second AI Winter
• 1993 to Present – Progress, Embedding, Explosion
[email protected] www.fastfuturepublishing.com
AI - The Last 25 Years
• 1991 - Gulf War DARPA's DART scheduling app pays back 30 year
funding of AI
• 1997 - IBM Deep Blue chess machine defeats world champion,
Garry Kasparov.
• 1998 - Tiger Electronics' Furby released, first successful domestic
AI application
• 2004 - DARPA Grand Challenge competition to build autonomous
vehicles
• 2007-Present – Advances in Machine Learning (ML) / Deep
Learning enable machines to learn on their own, advance and
adapt. Growing focus on unaided/unassisted learning
• 2010-Present –Improvement in image recognition, interpretation
and anomaly detection – rivals humans capabilities - facial
recognition / object identification
• 2011 IBM Watson wins Jeopardy – combines NLP, ML, big data.
• 2011-12 Siri/Google reshaping human-machine and human-data
interaction
• 2015 – Growth of AI Apps, large tech firms and corporates
investing heavily, universities adding AI courses, IBM working with
over 150 partners to offer cognitive computing curricula to business
and technology students.
[email protected] www.fastfuturepublishing.com
[email protected] www.fastfuturepublishing.com
[email protected] www.fastfuturepublishing.com
AI is Enabling a Business
Concept Revolution
A Number of AI Based Legal Offerings are Emerging
[email protected] www.fastfuturepublishing.com
We can Learn Lessons from FinTech
[email protected] www.fastfuturepublishing.com