Amendments to the Accelerated Filer and Large Accelerated ...
Webinar: Generating New Revenue With Artificial ...€¦ · DIZZYING ACCELERATED GROWTH OF...
50
“Amplified Intelligence” Platform Driving Unmatched Decision Analysis Webinar: Generating New Revenue With Artificial Intelligence Applications
Transcript of Webinar: Generating New Revenue With Artificial ...€¦ · DIZZYING ACCELERATED GROWTH OF...
“Amplified Intelligence” Platform Driving Unmatched Decision Analysis
Webinar:Generating New Revenue With
Artificial Intelligence Applications
“The Skills To Do Machine Learning, The Data Science Skills To Do Machine Learning, We Are Still In A Short Supply Globally,”
Ian Bertram, Gartner
CIO MAGAZINE:
Machine Learning Next Year Will Become More Prevalent In Mobile Applications And Move Beyond The Big Guns Of Driverless Cars, Robotics And Drones.
™
MOVING BEYOND SIRI-
Generating New Revenue With Artificial Intelligence Applications
EXAMPLES
™
DIZZYING ACCELERATED GROWTH OF APPLICATIONS
What is causing the accelerated pace First, 40 percent of the world’s population now online, and more than
⌃ 2 billion smartphones being used with increasing addiction every day, we’re creating data assets, the raw material for AI, that describe our behaviors, interests, knowledge, connections and activities at a level of granularity that has never existed.
Second, the costs of compute and storage are both plummeting by orders of magnitude, while the computational capacity of today’s processors is growing, making AI applications possible and affordable.
⌃ Reference reading: Economist- After Moore’s Law: The Future of Computing
Third, we’ve seen significant improvements recently in the design of learning systems, architectures and software infrastructure that, together, promise to further accelerate the speed of innovation.
™
EXAMPLES AND USE CASES OF REAL WORLD TODAY
Make connections between complex systems to create a holistic view of complex problem; new insights can be identified and used to make predictions (e.g., DueDil, Premise and Enigma).
Leverage the domain expertise of your team and address a focused, high-value, recurring problem using a set of AI techniques that extend the shortfalls of humans (e.g., Sift Science or Ravelin or Howdy.ai w/Slack for online fraud detection).
Productize existing or new AI frameworks for feature engineering, hyper-parameter optimization, data processing, algorithms, model training and deployment (amongst others) for a wide variety of commercial problems (e.g., H2O.ai, Seldon and SigOpt).
Endow robots and autonomous agents with the ability to sense, learn and make decisions within a physical environment (e.g., Tesla, Matternet and SkyCatch).
™
Bot Assistants –Moving from Active Participation to Passive
Investments
™
GAMEDAY DECISIONSOverview
™
from Plazabridge Group Company
WHAT WE DISCOVERED BY TALKING TO CEOS
Executive Decision Makers Tell Us They Need:
Multitude of research, data analytics, feedbacks, inputs Documented feedback trail Tools to help act quickly and with certainty Assess potential upsides and downsides- in one place Central location for decentralized & telecommuting teams No biases but honest feedback loops (documented) Continuity of information Critical data in one place, not impacted by changes in staff Meaningful metrics, not piles of unstructured data Guidance through decision process Reasoning power, predictive Help my team see what is missing!
™
OLD
Old Way…. Search For What Is Needed When It Is Needed To Build A Case!
™
OLD WAY: Time Consuming, Dependent, Non-Aligned
JUSTIFICATION/PROOF POINTS/RATIONALE
™
NEW
New Way…. Information Needed When You Need It. A Business Case Built For You With You!
™
• Machine Learning Amplified Intelligent Engine… Learns to search for information you need. • Feeds into customizable rollup sections• Gameday-Decisions performs correlations, algorithmic calculations and assessments of
critical information needed in the decision process.
Crunch DataAssess Analytics
IdentifyCalculatePredict
NewsResearch
Collaborative InputsData
Expert OpinionsFeedback
DELIVERY PLATFORM vs ACTIVE SEARCH PLATFORMS
Integrated Intelligent Delivered
SIMPLIFIED INTELLIGENT DELIVERY PROCESSJohn Taylor’s Decision Tree Dashboards- Drill Down
Topic/Category A• Sub• Sub• Sub
• SubTopic/Category B• Sub• Sub• Sub
• SubTopic/Category C• Sub• Sub• Sub• Sub
TOPICSPROJECT I
INNOVATE MOBILEENGAGEMENT
KEY INPUTS• Financial • Operational• Customer Facing• Sales• Marketing • Analysts • Consultants• Advisors
WEBBlogs
ArticlesNews
SlackEvernote
+
Data Archives
Experts(Linkedin)
Social Channels
Active Data
Sources
AMPLIFIED INTELLIGENCE WITH GAMEDAY DECISIONS™
Accelerate market insights Isolate key strategic information Discover unrecognized trends and sentiments Continuous improvement of knowledge development Accelerated contribution to organization’s collective intelligence Comprehensive support for executive communication Competitive assurance against unknowns Capture knowledge curation of high performing contributors
™
API Access
Mining & Curating
Information
Data Creation &
Extrapolation
Business Analytics &
Mathematical Sciences (BAMS)
TechnologyOpen-
Source/Proprietary
Technology R
GameDay Decisions User Interface
Internet Private nets
FetchersSpidersBOTs
BaysianAlgorythms
DeepLearningMachine
Learning
GAMEDAY FUNCTIONAL STRUCTURE
CollaborationAudits
CustomizationReportingAlerting
GamificationShared Tiles
Decision Tools
• Knowledge• Timing• Team• Readiness
™
GETTING TO AN “OBJECTIVELY SUPPORTED” DECISION
Knowledge accumulation Measurement of knowledge level Aggregation expertise within a group context Decision pressures impact Knowledge within decision systems ecosystem Relative contribution of additional knowledge
™
DECISION DELIVERY PLATFORM FOR THE ENTERPRISE
“INCREASE GROUP KNOWLEDGE AROUND A SUBJECT MORE RAPIDLY, AND SYNCHRONIZE THE WAY THE GROUP THINKS AND COMMUNICATES AROUND THAT KNOWLEDGE.” THE AUGMENTED CONVERSATION
• Discovers market faster• Extrapolates information• Delivers output to other team members
• Shares common useful information• Each team member contributes to speed of learning• Group’s shared discovery becomes out put to next level
• Audit of discovery process• Aggregated discovery presented in decision format• Drive new, more granular discovery process
™
Amplified Intelligence
Achieving the right balance between human and machine intelligence to optimize outcomes
Plazabridge Group Partner
™
PERSPECTIVE
Digital Natives Rise
Stereoscopic 3D and VR
New InterfacesSimulation
Mobility
Augmented Reality
WHAT IS MACHINE LEARNING?WHY DOES IT MATTER? CONCERNS AND OPPORTUNITIESHOW CAN YOU USE IT IN YOUR ORGANIZATION TODAY?
Harnessing Machine Learning
"FIELD OF STUDY THAT GIVES COMPUTERS THE ABILITY TO LEARN WITHOUT BEING EXPLICITLY PROGRAMMED"
What is Machine Learning?
• Computer Vision• Recommendation • Affinity• Data Mining• Knowledge Management and Curation• SEO• Expert Systems • Neural Networks
ALGORITHMHUMBLE ORIGINS
An algorithm is a specific set of instructions for carryingout a procedure or solving a problem, usually with therequirement that the procedure terminate at somepoint. Specific algorithms sometimes also go by the name method, procedure or technique. The word"algorithm" is a distortion of al-Khwārizmī, aPersian mathematician who wrote an influential treatiseabout algebraic methods. The process of applying analgorithm to an input to obtain an output is calleda computation.
Euclid's algorithm for calculating the greatest common divisor (g.c.d.) of two numbers a and b in locations named A and B.
al-Khwārizmī
THE AMPLIFIED INTELLIGENCE MARKET OPPORTUNITY
The $516 Billion Algorithm company
All Search = $1T in Combined Market Capitalization
ENGINES THAT CAN EXTRACT AND UNDERSTAND ALL OF THIS
DATA WILL BE WORTH 10X AS MUCH
On September 15, 2011, beginning at 12:48:54.600, there was a time warp in the trading of Yahoo! (YHOO) stock. HFT has reached speeds faster than the speed-of-light, allowing time travel into the future. Up to 190 milliseconds into the future, or 0.19 fantaseconds is the record so far. It all happened in just over one second of trading, the evidence buried under an avalanche of about 19,000 quotes and 3,000 individual trade executions. The facts of the matter are indisputable.
The Rise of the MachinesConcerns
WHEN MACHINES READ
Over $200 billion in market value lost in less
than 5 minutes
Fear Index Spikes!
Concerns
THE 21ST CENTURY BUSINESS IMPERATIVE
Achieving the right balance between human and machine intelligence to optimize outcomes
“YOUR CALL MAY BE MONITORED OR RECORDED”
The Machines (and Trust)Concerns
ACCELERATING TECHNOLOGYDISAPPEARING JOBS
Prepare for Double Digit Unemployment
Prepare for Double Digit Dow Returns
Keep in Mind…
1800: 90% of US worked in Agriculture
1900: 41% of US worked in Agriculture
2000: 2%
Concerns
STEPHEN HAWKINGSPEAKING WITH MAX TEGMARK, CO-FOUNDER OF THE FUTURE OF LIFE INSTITUTE
“The primitive forms of artificial intelligence we already have, have proved very useful. But I think the development of full artificial intelligence could spell the end of the human race. Once humans develop artificial intelligence it would take off on its own and redesign itself at an ever-increasing rate. Humans, who are limited by slow biological evolution, couldn’t compete and would be superseded.”
BILL GATES“I DON’T UNDERSTAND WHY SOME PEOPLE ARE NOT CONCERNED”
"I am in the camp that is concerned about super intelligence," Gates wrote. "First the machines will do a lot of jobs for us and not be super intelligent. That should be positive if we manage it well. A few decades after that though the intelligence is strong enough to be a concern. I agree with Elon Musk and some others on this and don't understand why some people are not concerned."
THE MACHINES (AS PARTNERS)Opportunities
Davos 2015
Opportunities
ENERGY
“In the information-based economy, creative
ideas are the ultimate resource”
"...the first industrial revolution was the revolution
of coal and steam, the second was oil. This Third
Industrial Revolution is the internet of energy
and is not only about energy. It involves many
key sectors, from raw materials, to
manufacturing, services, construction, transport, Information Technologies and even chemistry."
Smart Grid
Opportunities
DAVOS 2016 : THE FOURTH INDUSTRIAL REVOLUTION
The Age of the Full Stack Worker
Tanjo is a new way to harness AI and machine learning to increase group knowledge around a subject more rapidly, and synchronize the way the group thinks and communicates around that knowledge.
Enter Tanjo
AerospaceEntertainment Artificial Intelligence
Building on our background in:
WWW.SZL.IT WWW.Tanjo.AI
Conceptualise: conceive and plan the creation of digital objects, including data capture methods and storage options.
Create: produce digital objects and assign administrative, descriptive, structural and technical archival metadata. Personnel
can annotate and rate these for relevance and validity (trust)
Access and use: ensure that designated users can easily access digital objects on a day-to-day basis. Some digital objects
may be publicly available, whilst others may be password protected.
Appraise and select: evaluate digital objects and select those requiring long-term curation and preservation. Adhere to
documented guidance, policies and legal requirements.
Dispose: rid systems of digital objects not selected for long-term curation and preservation. Documented guidance, policies
and legal requirements may require the secure destruction of these objects.
Ingest: transfer digital objects to an archive, trusted digital repository, data center or similar, again adhering to documented
guidance, policies and legal requirements.
Preservation action: undertake actions to ensure the long-term preservation and retention of the authoritative nature of
validated digital objects.
Reappraise: Flag and return digital objects that fail validation procedures for further appraisal and reselection.
Store: keep the data in a secure manner as outlined by relevant standards.
Access and reuse: ensure that content is accessible to designated users for first time use and reuse. Some material may be
publicly available, whilst other data may be protected with varying levels of permission.
Transform: create new digital objects from the original, for example, by annotating, clipping and migrating into a different
form.
SKIPSocial Knowledge Integration Platform
Bots Learning the Education Vector Space
Old to New New to Old
Negative to Positive Positive to Negative
Sort by:
Date:
Sentiment:
0
Low to High High to LowValidated:
No Matching KeywordsKeywords:
No Matching PinsPins:
No Matching City/StateGeography:
New
to
Old
Sentiment
Old
to
New
Positive
to
Negative
Negative
to
Positive
Date
0
0
Sort by:
Validated
High
to
Low
Low
to
High
0
Keywords
Matching
Keywords
No
0
Pins
Matching
Pins
No
0
Wide mode
Tall mode (mobile)
Geography
Matching
City/State
No
0
X
X• Rate and Sort all of your “digital objects” • Make them transparent to inquiry• Forensic view of how your org “learned” and how
you made decisions
Teach your Bots
SUGGESTED READING
BEFORE IT’S TOO LATE
Presentation Authors
