[email protected] – (314) 232-5042 On Chasing the Ether of Intelligent Systems Dr. James Guffey 25 Oct 2006 INCOSE Meeting – St. Louis MSG06-081332-001.ppt
Mar 27, 2015
[email protected] – (314) 232-5042
On Chasing the Ether of Intelligent Systems
Dr. James Guffey
25 Oct 2006INCOSE Meeting – St. Louis
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Name: Dr. James A. GuffeySenior Principal EngineerKey Technical Field: Technology Integration; Autonomous TechnologiesPhone: (314) 232-5042E-mail: [email protected]
Dr. Guffey has been at Boeing/McDonnell Douglas for 2 dozen and 3 years and has been heavily involved in the definition, implementation and management of a large number of avionics research and development programs for the Army, Air Force, Navy and DARPA, covering a wide variety of technology areas. In the technology area of Autonomy and Intelligent Decision Aiding, Dr .Guffey initiated the first in-house investigations into the use and applicability of Artificial Intelligence Technology at then MCAIR in 1984 and lead the proposal team that won the DARPA Pilot’s Associate Program in the mid 80’s. He was the Technical/Deputy Program Manager of the PA program, which built an AI-based system to assist a fighter pilot in performing future advanced combat missions. The software architecture for PA was the basis for the Rotor Craft Pilot’s Associate system, which in turn was the genus of the Unmanned Combat Air Vehicle and some elements of the Future Combat System program for unmanned vehicles. He was a member of the Integration team for the Unmanned Systems organization when it was formed in 2001 and responsible for the development of a definition of potential future markets that could capitalize on advanced automation and autonomous applications for platforms and systems. In 2004 Jim acted as the Boeing management/technical liaison to the Carnegie Mellon University (CMU) RedTeam for the DARPA Grand Challenge autonomous vehicle race in the deserts of California and Nevada. Part of that role was to be the broker to reach back into Boeing for technical help requested by the onsite Boeing employees at CMU to make the vehicles successful.
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Recent Introductions by a Colleague: “Jim’s Been at This for Decades!”Recent Introductions by a Colleague: “Jim’s Been at This for Decades!”
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I’ve Been at This a Long Time
AutonomyAutonomy
IntelligenceIntelligence
Common SenseCommon Sense
EtherEther
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And……, I Guess It’s True!
Circa 1985
Artificial
IntelligenceAbsolutelyInsane
Acute
Indigestion
Abandoned Ideas
Advanced
Insanity
Action Item
Awe
Inspiring
AsinineIdeas
Almost
Incredible
Animal
Instincts
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A Few Definitions
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• The Ability to Comprehend; to Understand and Profit From Experience• The Capacity to Acquire/Apply Knowledge, Especially Toward a Purposeful Goal • The Faculty of Thought and Reason • An Intelligent, Incorporeal Being, Especially an Angel
Intelligence:
• Showing Mental Alertness and Calculation and Resourcefulness • Of, Relating to, or Being a Highly Automated Device, Especially One That Imitates
Human Intelligence; Does the Right Thing in a Wide Variety of Complicated Circumstances
Smart:
• Not Controlled By Others or By Outside Forces; Independent• Independent in Mind or Judgment; Self-Directed
Autonomous:
• Without Volition or Conscious Control; Self-Regulating (i.e. Washing Machine) • Automatic, as Opposed to Human, Operation or Control of a Process, Equipment
or a System; or the Techniques and Equipment Used to Achieve This
Automation:
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Definition of Ether
Ether: “An All-Pervading, Infinitely Elastic,Massless Medium Formerly Postulatedas the Medium of Propagation ofElectromagnetic Waves;But Subsequently Foundto Be Nonexistent.”
Copyright © 2005 Boeing. All rights reserved.
Copyright © 2005 Boeing. All rights reserved.
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The Dawn of Artificial Intelligence
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• Alan Turing’s Test; 1950– What He Claimed Was That With Intelligence, Imitation Is
as Good as the Real Thing
• The Quest for “Artificial Intelligence” Started in ~ 1955
• Alan Turing’s Test; 1950– What He Claimed Was That With Intelligence, Imitation Is
as Good as the Real Thing
• The Quest for “Artificial Intelligence” Started in ~ 1955
I propose to consider the question, "Can Machines Think?" - Alan Mathison Turing (1950)
I propose to consider the question, "Can Machines Think?" - Alan Mathison Turing (1950)
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Johnny FiveJohnny Five
SonnySonny
Hard Artificial Intelligence-The Holy Grail
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HAL 9000HAL 9000
Robby the RobotRobby the Robot
Knight Rider(Kitt)
Knight Rider(Kitt)
R2D2R2D2
Iron GiantIron Giant
The TerminatorThe Terminator
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The and of the Journey
• AI Expectations– Maybe Time for Another Up Swing?
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Ups Downs
• Over AmbitiousExpectations →
• Disillusion →
Icarus:The First AI Guy
• AI Winters in 70’s and 90’s
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What We All Strive to Create
Johnny Five From Short CircuitJohnny Five From Short Circuit
Cold Reality
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It Doesn’t Help That the Definition Keeps Changing
At Every Step of the Way, on the Quest for Hard AI Systems, Whatever We Make Work, We Immediately Declare That It Is
Not Intelligent
Increasing Capabilities
NoIntelligent ??
System A
System D
System C
System B
NoIntelligent ??
NoIntelligent ??
NoIntelligent ??
Why? Because Once We See What We Did to Make It Work We Realize That It Is Only Doing What We Told It to Do!
Why? Because Once We See What We Did to Make It Work We Realize That It Is Only Doing What We Told It to Do!
The Creator Knows It Isn’t Smart, Even If the Audience Thinks It Is!
(So maybe We Should Get Rid of the Creators After They Create?)
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Why Do Today’s SystemsLook “Smarter”?
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It’s All About Contingencies!It’s All About Contingencies!
+
•Brute Force Approach With Elegance– Storage + Throughput
• These Allow Much More Complicated Algorithms to BeImploded, But the Systems Aren’t Any Smarter inHuman Perspective Than Before
– We Ultimately Are Able toSignificantly Expand the Numberand Levels of Contingencies ThatWe Can Ask a System to Address
• (e.g. Deep Blue Chess Champion
60,000,000,000 moves in 180 seconds)
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INCOSE Mandatory Equation
E = mc2
Ether = man chasing conundrums*
*Conundrum: A paradoxical, insoluble, or difficult problem; a dilemma.
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Copyright © 2005 Boeing. All rights reserved.
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A Working Definitionof an Intelligent System
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Three Easy Steps
2. Locate a Time Machine
1. Take Any “Smart” System of Today
3. Go Back inTime and Askthe Locals ifThey Think It Is Intelligent?
If They Say Yes; It’s Because It Appears to Them to Be So Far Aheadof What They Could Do With the Systems of Their Day That it Must Be
“Intelligent”
If They Say Yes; It’s Because It Appears to Them to Be So Far Aheadof What They Could Do With the Systems of Their Day That it Must Be
“Intelligent”
-barian
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Who Needs Intelligence Anyway ?
It’s All About Capabilities,
Stupid!
It’s All About Capabilities,
Stupid!
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Be Careful of What You Ask For !
If We Make a System that Thinks Like a Human and is Truly Artificially Intelligent…….
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….Then, Like Humans, it Could Also be Artificially Stupid ** !
Do We Really Want Them to Be Just Like Us ?Do We Really Want Them to Be Just Like Us ?
SonnySonny
HAL 9000HAL 9000
Whoops…, Sorry , Dave !
** Compliments to Jeff Erickson
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I don’t need no stinking jack !
Why useCleats whenI’ve got this
cool bucket ?
Hmmmm Aluminum,
Electricity, andBare Feet.
Just Add Water !
Who says Ican’t reach
this lightbulb?
And the guy wondered Why he got Fired??And the guy wondered Why he got Fired??
If one lift won’t make it,
Just use two !
If one lift won’t make it,
Just use two !
Well, Gee it’s only a small chlorine gas leakWell, Gee it’s only a small chlorine gas leak
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It’s Not Like We Always Make Good Decisions!
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Well, Gee it’s only a small chlorine gas leak
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Focused on the Wrong Thing
• Debates About Intelligence Are Interesting But TheyDon’t Get You Much
• We in an Engineering Company Look at It Fromthe Practical Perspective
• See If We Can Make Some Money Out of It Along the Way!
• We Still Have to Stay in Business While We Are Figuring It Out
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I Think.I Think I am.
Therefore, I Am.I Think?
Moody Blues
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What Our Customers Really Want is…
• The Endstate Capability to Handle More and More Complicated, Dynamic Situations for Their Product or Service That Provide a Safe and Acceptable, Real Time Solution With Minimal Human Involvement
• Whether You Call It Smart, Robust, Multiple Layers of Contingency Management or Whatever Doesn’t Matter
– Increasing Capability with Increasing Autonomy Is What Most Customers Ultimately Want
DANTE IIDANTE II
Personal SatelliteAssistant
Personal SatelliteAssistant
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The Line Between Automation,Autonomy, Smartness, and
Intelligence Doesn’t Really Matter!
The Line Between Automation,Autonomy, Smartness, and
Intelligence Doesn’t Really Matter!
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Autonomous Control Level (ACL) Chart
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EXAMPLE OF INCREASING CAPABILITIES
RemotelyPiloted Vehicles
Group Accomplishment
of Strategic goal with No
Supervisory Assistance
Observe Orient Decide Act
10
9
8
7
6
5
4
3
2
1
0
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Autonomy AllocationProblem Decomposition
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1. Complexity Defines the Total Problem Solving Requirements (TPSR)M
issi
on
Co
mp
lexi
ty (
Y)
Environment Complexity (X)
Examples: Program (X,Y)U2 (10, 10) (GTAS)
100
100
B2 (20, 20)F22 (50, 50)UUV (10,10)UCAR (70, 70)Orbital Express (40, 40)
PTS (10, 80)etc,..
The Combination of Mission and Environment Complexities
Determine the Magnitude of the “Total Problem Solving Requirements”
Problem Solving RequirementsProblem Solving Requirements
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Autonomy AllocationProblem Decomposition
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2. Who Does What,…When?
Total Problem Solving Requirement
100
100
Platform/System
Network
Hu
man
Level of Autonomy to Platform or System Is BothDriven and Constrained by Customer Requirements…and Bounded by Technology
100
• Mission and environment
complexities determine the total problem
solving requirements
The Smaller the Arrow the Higher the Chance
of Automating the Solution and Increasing
the Autonomy of the Platform/System
eg. The Mars Rover BoysSpirit and Opportunity are
highly Autonomous
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• But Who Cares??
We Can Still Make Them SMARTER !
So, Can We Ever Create aHard Artificially Intelligent System?
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If It Looks Like a Duck and Walks Like a ….
Vaucanson’s Duck
It’s Still a Terrific Idea to Keep Striving for Real (?) Artificial
Intelligence
It’s Still a Terrific Idea to Keep Striving for Real (?) Artificial
Intelligence
• Answer:
Alas,……No
Make the World aLittle Better Along the Way!!
Make the World aLittle Better Along the Way!!
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My Niece, Lauren Says“I Love INCOSE This Much !!!”
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Copyright © 2005 Boeing. All rights reserved.
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“THE COMPUTER IS CLAIMING ITS INTELLIGENCEIS REAL, AND OURS IS ARTIFICIAL”
I Think.I Think I am.
Therefore, I Am.I Think?
Moody Blues