ON ALL THESE DIFFERENT BREAKOUT
QUESTIONS ANSWERED. AND NOW BACK
YOU'RE GOING TO BE TALKING ABOUT
IN THIS NEXT SEGMENT. >> THAT'S
IDENTITY PLATFORMS. WELCOME. >>
YOU FOR JOINING ME TODAY. JESSE
THOUGH WE ARE NOT IN THE SAME PHYSICAL
THAT'S GOING AROUND. BUT CAN YOU
YOUR ROLE IS AT MICROSOFT? >> YEAH,
IN THE FAST TRACK FOR AZURE TEAM,
CUSTOMERS, YOU KNOW, ADOPT MICROSOFT
RESILIENT AND EASY AS POSSIBLE WAY,
FROM A TECHNOLOGY POINT OF VIEW
SPACE FOR QUITE SOME TIME. >> YEAH,
I THINK WHEN WE GO OUT WITH MESSAGES
WE CAN SOMETIMES OVER-SIMPLIFY HOW
WHEN ORGANIZATIONS MAY ALREADY HAVE
MAY NOT BE GOING FULL CLOUD AND
SO IT'S GREAT TO KNOW THAT THERE
YOU TO HELP CUSTOMERS WITH THOSE
THAT WORKING IN IDENTITY, AND WHAT
MORE AND MORE IMPORTANT. WHY HAS
AND THESE CLOUD SYSTEMS MADE THAT
AND UNDERLYING OUR APPLICATIONS?
SAY IT'S ALWAYS BEEN IMPORTANT,
BY I. T. PROS AND BY DEVELOPERS
MOVED TOWARDS CLOUD. WE HAD IN THE
HOMOGENOUS IDENTITY ENVIRONMENTS
DIRECTORY CAPABILITY, LIKE ACTIVE
BY DEFAULT WOULD INTEGRATE ALL THE
A GREAT SOLUTION, BUT IT REALLY
CONNECTIVITY BETWEEN THE CLIENTS
AND YOU KNOW, THE SERVER MACHINES
CONSUMING. AS WE MOVE INTO THE CLOUD,
PART OF THAT CONTROL PLAN DIMINISHES
BUT WE ALSO HAVE A LOT OF APPLICATION
FOR CLOUD, YOU KNOW, MICROSERVICES
RELIANCE ON THINGS LIKE, YOU KNOW,
WE USED IN THE PAST FROM AN IDENTITY
IN THOSE CASES. SO WE STILL HAVE
YOU KNOW, VERIFYING THAT THE IDENTITIES
IN THE EXCHANGES, BUT WE HAVE SOME
THAT, YOU KNOW, WE HAVE A MIX OF
A SINGLE APPLICATION AT TIMES. AND
FOR CONNECTIVITY OVER THE INTERNET,
TYPES OF SECURITY CONTROLS THAT
REALLY CHANGED THE CONVERSATION
RATHER THAN LEVERAGING, YOU KNOW,
DIRECTORY AUTHENTICATION ON-PREM,
LIKE MICROSOFT LIBRARIES FOR AUTHENTICATION
TO STANDARDIZE THE WAY THAT WE'RE
TO LOOK AT SOME MORE MODERN APPROACHES
OR THE CLIENT AND THINGS LIKE THAT.
WAS SO MUCH EASIER BECAUSE IF YOU
YOU LITERALLY HAD TO BADGE INTO
TO ONE OF THOSE CORPORATE-OWNED
PUT THESE BIG FIREWALLS AND THESE
DATA WAS, AND IT WAS NOWHERE NEAR
JUST EXPECT TO BE ABLE TO WORK FROM
IDENTITY COMPONENT IN TERMS OF THAT
JUST BECOMES SUCH A CRITICAL PIECE
IT? CAN YOU -- IS THIS GETTING INTO
ABOUT ZERO TRUST? LIKE, WHAT DOES
>> YEAH, ABSOLUTELY. I THINK, YOU
ALWAYS VERIFY, YOU KNOW, I THINK
GREAT. WE USED TO RELY A LOT ON
DO RELY ON THE PHYSICAL ACCESS CONTROLS
ACCESS TO THEIR RESOURCES AND PROTECTING
OF THINGS, WHEREAS, YOU KNOW, IT
CLOUD WORLD WHERE, YOU KNOW, YOU
APPLICATIONS AND THIS IS IN THE
SAME NETWORK, AND THEN, YOU KNOW,
HAVE HAD A VERY MOBILE WORKFORCE,
SITUATION WITH COVID-19, A LOT OF
APPROACH ARE HAVING TO ADOPT IT
HAVE PEOPLE COMING FROM A VERY HETEROGENEOUS
BE ON IOS ANDROID DEVICES, THEY
THAT ARE VERY OFTEN A MIX OF ON-PREM
AND SO IN ORDER TO REALLY, YOU KNOW,
YOU KNOW, YOU NEED TO LOOK AT OTHER
JUST TRUST THE NETWORK AS THAT --
FOR THAT TO PREVENT DATA FROM LEAVING
IS NOT NECESSARILY A BAD THING ANYMORE,
USING AZURE ACTIVE DIRECTORY AS
AS YOUR CONTROL PLANE LET'S YOU
COMPLIANCE THAT WE CAN MANAGE THROUGH
WINDOWS DEVICES, AS WELL AS, YOU
EVEN MOVING INTO PASSWORD LIST AUTHENTICATION
NOW IN AZURE DIRECTORY TO REALLY
VERIFY WHAT SECURITY CAPABILITIES
THEREFORE, HOW MUCH DO WE TRUST
THEM A LIMITED -- TO AN APPLICATION,
ON THE DEVICE, LIKE YOU KNOW, ENCRYPTION
I THINK THE ZERO TRUST CONCEPT REALLY
DON'T HAVE THE OPTION OF USING A
IS REALLY THE LOGICAL PLACE TO START
IT STOPS SOMEONE ACCESSING THE APPLICATION
OF DATA, YOU KNOW, RIGHT OFF THE
YOU KNOW, OBVIOUSLY WITH COVID-19
MORE ORGANIZATIONS EMPOWERING THEIR
FROM LOCATIONS THAT ARE NOT THE
MEANT IS THAT MICROSOFT -- HAVE
THE CONTROLS THAT THEY CAN HAVE
AND COMPLIANCE OFF THE NETWORK.
FIRST STEP INTO AZURE AD QUITE POSSIBLY
365 ENVIRONMENT THAT IS THEIR FIRST
BEFORE THEY'VE EVEN SPUN UP ANY
UNTIL OUR CLOUD IDENTITY PLATFORM.
HERE, BECAUSE IF I AM SOMEONE WHO
AND I'M USED TO CONTROLLING IDENTITY
SECURITY CONTROLS ON A DEVICE, WHERE
COME IN? HOW CAN THEY BUILD APPLICATIONS
OF THE WORK THAT I'VE ALREADY DONE
ABSOLUTELY. WELL, IT'S A GREAT QUESTION
DO HAVE THESE SIGNIFICANT INVESTMENTS
OF THEIR OFFICE FOOTPRINT. SO YOU
AND ONE DRIVE AND TEAMS AND MAIL,
KNOW, A GOOD UNDERSTANDING OF THE
AROUND THE USE OF THOSE CLOUD SERVICES.
INTO THAT, YOU KNOW, THINGS LIKE
DIRECTORY CONDITIONAL ACCESS AND
OF THEIR WINDOWS FLEET SO THEY ARE
OF ENDPOINT PROTECTION AND SECURITY
LIKE, YOU KNOW, ENCRYPTION AND HELLO
DEVICES, BIOMETRICS. THOSE INVESTMENTS
CLOUD APPLICATIONS IF YOU ALSO INTEGRATE
DIRECTORY AS THE IDENTITY PLATFORM,
CONTROL PLANE TO THESE OTHER ASSETS.
PERSPECTIVE, BUILD, WE'RE ALL ABOUT
DO THAT IN A SEAMLESS WAY AS POSSIBLE.
GA FOR MSLA LIBRARIES FOR MANY PLATFORMS,
ALEX SIMMONS BLOG IS A GREAT THING
BUILT IN ANGULAR. WE'VE ALSO GOT
ISP. NET CORE IF PUBLIC PREVIEW.
OF OUR LIBRARIES TO MAKE IT EASY
ADDING NEW FEATURES IN TERMS OF
REGISTRATION AND THINGS LIKE THAT
GREAT ANNOUNCEMENTS AROUND SUPPORTING
TO CHECK OUT. BUT REALLY WE ALSO
THINGS LIKE AZURESQL DB AND -- MANAGEMENT,
TO ADOPT OR INTEGRATE AZURE ACTIVE
INTO THESE SERVICES SO END TO END
ACCESS WITH THE SAME IDENTITY PLATFORM
INVESTMENTS IN AROUND CONDITIONAL
AND POTENTIALLY THINGS LIKE SAME
COVERAGE AND YOUR SECURITY OPERATIONS
WHOSE ACCESS NEEDS APPLICATIONS
AT WHERE THE ACCESS IS COMING FROM
FOR DIFFERENT APPLICATIONS. SO YEAH,
THAT YOUR I. T. PROS AROUND THE
QUITE EASY TO TAKE ADVANTAGE OF
>> THAT'S A GREAT POINT, SECURITY
SEEING THAT MORE WITH THE INTEGRATION
THE AZURE SECURITY CENTER AND AZURE
IMPORTANT THINGS THAT WE NEED TO
LIKE CONDITIONAL ACCESS THAT MICROSOFT
THE SIGNALS THAT WE ANALYZE ACROSS
THE INTERNET TO LOOK AT LOG-IN EVENTS
ACTIVE DIRECTORY AND CLASSIFY WHETHER
AND THEN YOUR ORGANIZATION CAN THEN
AS AN ACTION WHEN THOSE KIND OF
HAVE TO TRY AND FIGURE OUT WHAT
BE AND WHETHER THEY WOULD BE A LOW,
INTELLIGENCE WORK FOR YOU. THAT'S
THE STRENGTH OF BUILDING THE APPLICATIONS
IF I'M BUILDING AN APPLICATION THAT'S
SO IF I WANT TO CONNECT TO OTHER
IS THAT AN OPTION? >> YEAH, ABSOLUTELY.
YOU KNOW, WHAT WE HAVE BEEN TALKING
BEEN FOCUSED AROUND THE EMPLOYEES
BUT YOU KNOW, IN THE KIND OF VIDEO
ARE LOOKING TO COLLABORATE AND INTERACT
ON PEOPLE'S MOVEMENT AND THE WAY
NOT OPEN AT THE MOMENT, WE ABSOLUTELY
THAT THAT TRIES TO APPLY THE SAME
EXAMPLE, B TO B COLLABORATION CAPABILITY
TO COLLABORATE WITH THEIR PARTNERS
AND SO IN THAT CASE THE WORK THAT
WITH AZURE ACTIVE DIRECTORY USING
THEN TO THESE PARTNER USERS VIA
FROM THE DEVELOPER IN THAT CASE.
B TO C OR BUSINESS TO CONSUMER TO
OR YOUR CONSUMERS OR YOUR CUSTOMERS
SCENARIO, AND THESE CAPABILITIES
PERSPECTIVE, BUT OPEN UP GREAT NEW
>> YEAH, ABSOLUTELY WORTH CHECKING
MUCH FOR YOUR TIME TODAY. >> YEAH,
IF YOU WANT MORE INFORMATION FOR
AKA. MS/AZURE AD OR CHECK OUT THE
LEARN. NOW WE UNDERSTAND WHY IDENTITY
PERSPECTIVE. HOW DO WE KEEP PEOPLE'S
THAT LINKS THEM TO THINGS LIKE COVID-19
PRIVACY AND OUR TECHNOLOGY RESPONSES
TROY HUNT, AND ELAINE VAN BERGEN.
YOU. HOW ARE WE DOING? >> GOOD DAY.
START BY INTRODUCING OURSELVES.
DON'T YOU TELL EVERYBODY WHAT YOUR
WORK IN THE FAST TRACK FOR AZURE
FOR THE ASIA REGION. >> GREAT. SO
FAST TRACK? >> ESSENTIALLY WE WORK
HAVE THE RIGHT ARCHITECTURES IN
HIT DURING THEIR PRODUCTION DEPLOYMENTS,
AZURE. >> FANTASTIC. AND TROY, YOU'RE
ARE ONE OF OUR MVPS AND OUR REGIONAL
AND PRIVACY IS ONE OF THE THINGS
>> YEAH, SO I JUST HAVE CONFUSING
I'M PASSIONATE ABOUT SECURITY AND
PREVAILS ACROSS SO MUCH WE DO. EVERY
ON THE WEB, WE HAVE TO THINK ABOUT
PEOPLE'S PERSONAL INFORMATION, WE
I'M SURE A LOT OF WHAT WE TALK ABOUT
SPACE OF WHY PRIVACY IN PARTICULAR
YEAH, ABSOLUTELY. AND, LOOK, AS
A MATCH TENDENCY TO -- NATURAL TENDENCY
IT'S WHAT WE RUN TO AND HOW WE KNOW
WE'VE SEEN WITH COVID-19 IS DIFFERENT
WHETHER THEY ARE GOVERNMENT AGENCIES,
THIS GLOBAL PANDEMIC. SO LET'S JUST
CONFIDENTIALITY PRINCIPLES AROUND
GENERAL PRINCIPLES, TROY, FROM YOUR
A HEALTH DEPARTMENT, SAY, WOULD
AT USING TECHNOLOGY FOR THIS KIND
SORT OF FUNDAMENTAL PRINCIPLES HERE,
IS THIS IDEA OF DATA MINIMIZATION
AS LONG AS WE NEED IT. AND PARTICULARLY
WE HAVE WITH OTHER PEOPLE, WHICH
POINTS AT THE MOMENT. THERE'S A
NEED TO BUILD USEFUL APPLICATIONS,
HOW WITH CAN WE GET AWAY FROM THIS
IS VERY VALUABLE, COLLECT ALL THE
WANT. ONE OF THE THINGS THAT DOES
NARRATIVE WITH THE GENERAL PUBLIC
CANNOT LOSE WHAT YOU CANNOT DO.
NEED AND WE WILL NEVER LOSE IT.
OF INFORMATION THAT YOU HAVE NEVER
THAT'S REALLY IMPORTANT AS A GUIDING
AND, ELAINE, I KNOW THAT YOU'VE
TELL US JUST A LITTLE BIT ABOUT
IN AND SOME OF THE GUIDING PRINCIPLES
THAT PROJECT? >> YEAH, WE'VE BEEN
PATHOLOGY AROUND A SYSTEM THAT'S
TO PATIENTS, AND AS PART OF THAT
AND PRIVACY PRINCIPLES ENSURING
VERY, VERY SAFELY AND SECURELY.
WE'VE SEEN ABOUT THINGS LIKE BEING
IT'S ALWAYS HARD, THOUGH, ISN'T
AND SECURITY OF THE TECHNOLOGY THAT
AUDIENCE. AND WHAT WE'RE STARTING
AN OPINION ABOUT WHETHER THESE APPS
WHETHER WE SHOULD USE THEM, AND
NOT BE QUITE SO QUALIFIED OF WEIGHING
AND WHAT'S A GOOD APPROACH. TROY,
IS THERE A WAY THAT WE CAN EDUCATE
THEM TRUST THESE APPLICATIONS THAT
AT THE PREMISE THAT PEOPLE THAT
ON THE INTERNET AND HAVING OPINIONS
ONE OF THE REALLY INTERESTING THINGS
IS THE NARRATIVE IS VERY MUCH ABOUT
WE HAVE THESE APPLICATIONS AND SHOULD
VERY, VERY, VERY MUCH IN ISOLATION
AND WHAT'S OFTEN MISSED IS HOW THIS
OF PRIVACY AND HOW IT WOULD CHANGE
FOR EXAMPLE, I THINK PEOPLE HAVE
SOCIAL MEDIA PLATFORMS AND COMPLAINING
BIT OF IRONY IN THAT WHOLE THING,
HERE IS PARTLY ABOUT WHAT IS MY
THE OTHER BIT AS WELL IS THAT PARTICULARLY
TRACING, A LOT OF YOUR INFORMATION,
OR NO APP, IS GOING TO BE DIGITALIZED.
GO INTO COMPUTER SYSTEMS SOMEWHERE,
ABOUT HERE IS HOW DO THINGS CHANGE
IS SORT OF THIS ONE HOLISTIC OR
WHICH IS IF I RUN THE APP THIS IS
LIKE THE NARRATIVE TO BE MUCH MORE
FROM ONE POSITION TO THE OTHER AS
ONE THING IN ISOLATION, BECAUSE
WAY OF LOOKING AT IT. >> YEAH, THAT'S
I KNOW THAT THE APP YOU WORKED ON
WAS AROUND PATIENTS AND TEST RESULT
ME GOING TO THE DOCTORS AND GETTING
ANYWAY? >> YEAH, AND WE ACTUALLY
APIS BEHIND IT. IT'S A VERY KIND
THE INTERESTING THING IS WE TALK
AROUND HOW A LOT OF THESE THINGS
REALLY BIG ELEMENT FOR EDUCATING
TO THESE THINGS TO THE PUBLIC, BECAUSE
HERE. WE'RE SEEING A LOT OF THESE
TECHNICAL TERMS AND TALKING ABOUT
OPERATIONING SYSTEMS AND ALL KINDS
THAT IS A BIG FACTOR AROUND IT.
AND PEOPLE PRODUCING THESE APPS
TERMS AROUND HOW IT IS SIMILAR TO
A TEST DONE AT A NORMAL DOCTOR FOR
I THINK THAT REALLY HELPS PEOPLE
AND BEING VERY OPEN WITH HOW THESE
YOU'RE RIGHT. IT IS AN ART AND A
PEOPLE ABOUT TECHNICAL TERMS, AND
MAKING SURE THAT WE'RE GETTING ACCURATE
WHO ARE TECHNOLOGISTS TO HAVE THAT
ARE ACTUALLY CREATING THE APP. I
ANALYSIS COME THROUGH BECAUSE MAYBE
ENOUGH ANSWERS FROM THE APP PROVIDERS
AND SECURITY. SO, TROY, JUST WANT
SAID ABOUT LIMITING WHAT DATA YOU
WHAT IS CONSIDERED PRIVATE DATA?
WHETHER IT'S PERSONALLY IDENTIFIABLE
ONE IN SOME WAYS. THERE CERTAINLY
PERSONAL IDENTIFIABLE INFORMATION.
LIKE AN IP ADDRESS OR MAC ADDRESS
IN OTHER PARTS IT'S NOT. MY MORAL
INFORMATION IS VERY PERSONAL. IT'S
OFTEN GETTING VERY UPSET IF THEIR
ELSEWHERE THEY SAY, LOOK, THIS IS
WELL, HOW DO YOU GET EMAIL? YOU
ELSE. THIS IS THE WAY THE NATURE
OF APPRECIATE THE SENTIMENT THAT
BELONGS TO THE INDIVIDUAL AND IT'S
SO I THINK SORT OF AS A BASELINE
REQUIRED LEGAL STANDARD IN TERMS
CLASSES OF PERSONAL INFORMATION,
OF SENSITIVE PERSONAL INFORMATION
OR GENDER OR SEXUALITY OR THIS SORT
EARLIER, IT'S, OKAY, THIS IS THE
WHAT ARE THE THINGS THAT WE NOW
SO FOR EXAMPLE ONLY COLLECTING THE
ORDER TO RUN THIS PARTICULAR APP.
TALK TO ME A LITTLE BIT ABOUT ANONYMISING
WE HAVE ABOUT THAT. OBVIOUSLY WE'RE
AND SECURE AS WE LIKE, BUT SOMETIMES
TO A PARTICULAR PATIENT. WHAT CHALLENGES
I MEAN, YOU CAN SEE RIGHT ACROSS
THERE'S A LOT OF STATS, FOR EXAMPLE,
TESTED FOR COVID-19 AND NUMBERS
AND NEGATIVE. NOW TO ACCURATELY
YOU ACTUALLY HAVE TO KNOW INDIVIDUAL
TESTED MULTIPLE TIMES OR IF IT'S,
TESTED OVER AND OVER AGAIN. AND
OF COURSE, WE NEED TO UNIQUELY IDENTIFY
NUMBERS RIGHT, BUT WE DON'T WANT
OUT TO ANY OF THOSE PUBLIC SOURCES.
IDENTIFY THE INDIVIDUAL EVEN THOUGH
THEY HAVE BEEN AND YOU'LL THEN SEE
TO ACTUALLY TELL THE PUBLIC ABOUT
PEOPLE HAVE BEEN IN CONTACT WITH
AWARE OF THE POSITIVE TEST THAT
QUITE A TRICKY LINE TO KIND OF KEEP
LET THE PUBLIC, THE NEED TO BE AWARE
OF WHAT'S HAPPENED. >> AND I GUESS
THIS EVENT REALLY HAS BEEN A FORCING
TECHNOLOGY PROJECTS TO LIGHT. IT'S
ORGANIZATION HAS DECIDED TO DO,
KNOW, OR A FIVE-YEAR RUNWAY FOR.
QUICK AND FAST AND WE NEED TO ACT
PROJECT, WHAT HAVE BEEN SOME OF
ON YOUR PROJECT AND HOW HAVE YOU
TO GO FAST BUT STILL GO SAFELY AND
THAT YOU NEED? >> YEAH, I MEAN,
BECAUSE TRADITIONALLY THESE HEALTH
PLANNING PERIOD AND OFTEN A VERY
TO BE ABLE TO DO THINGS SO QUICKLY,
MAKING SURE THAT THOSE USER-DRIVEN
WHAT YOU'RE DOING AND WHY AND WHAT
THOSE REALLY TIGHT ENGINEERING FUNDAMENTALS.
BUILD IS GOING TO HAVE VERY, VERY
AND ALL THOSE THINGS IN PLACE BECAUSE
DATA STARTS FLOWING THROUGH A SYSTEM,
AS WELL THINGS ARE GOING TO GET
BE ABLE TO MAKE THOSE RAPID CHANGES
TO BREAK SUCH AN IMPORTANT SYSTEM.
THE RIGHT PARTNERSHIPS OF MAKING
AREN'T JUST THE TECHNOLOGISTS THAT
GETTING OUR HEALTH PROFESSIONALS
THE PROCESS FROM A HEALTH PERSPECTIVE
THE RIGHT DATA AND WE ARE PUTTING
IN. LOOK, THANK YOU VERY MUCH, BOTH
HAVE YOU GOT ANY FINAL WORDS? >>
DOES HELP US IN SOME WAY AS FAST
GET A HAIRCUT AGAIN AND GET BACK
HOPING FOR THAT. HOW ABOUT YOU,
IN THE WAY, SO I'M DEFINITELY KEEN
UTH CAN, BUT LIKE YOU SAID, I THINK
ABOUT WHO YOU'RE LISTENING TO. THERE
THE INTERNET, SO MAKE SURE YOU'RE
PROFESSIONALS THAT ARE PARTNERS
INFORMATION OUT THERE. >> YEAH,
EMPLOYEE AND TALKING TO PEOPLE ALL
LEVELS OF RESTRICTIONS AND LOCKDOWNS
AND SO WE JUST WANT TO THANK YOU
AND, YOU KNOW, THE TRIPS TO GO OUT
SPREAD OF THIS COVID-19 PANDEMIC.
YOU TO CHECK OUT THE BLOG POST ON
PRESERVING PRIVACY WHILE ADDRESSING
MS/PRIVACY COVID-19. TROY AND ELAINE,
>> THANKS, SONIA. >> IT WAS A PLEASURE.
WE PROVIDE SERVICES TO HEALTH CARE
ORCHESTRATE THEIR PATIENT FLOW SO
AT THE BEST LOCATION FOR THEM. THE
FROM A LEGACY SOLUTION THAT WAS
NEXT GENERATION AND PROVIDING A
SOME OF THE BENEFITS SINCE DEPLOYING
IS A PARTNER THAT HAS GROWN WITH
AND BROUGHT ON NEW CUSTOMERS TO
TO IMPLEMENTATION. WE CAN STAND
UTILIZING THE CLOUD AND STANDING
THERE'S BEEN SERVICES ADS, LIKE
SERVICES THAT HAVE ALLOWED US TO
OUR DEVELOPMENT. WITH THE CURRENT
THAT WE'VE SEEN IN WORKING WITH
HAD AN OPPORTUNITY TO WORK WITH
PATIENTS, MAKE SURE THAT THEY WERE
WE STOOD UP THAT ENVIRONMENT IN
DID A FULLY REMOTE IMPLEMENTATION
FOR THE ENTIRE STATE. >>> INNOVATION
DIFFERENTLY. BREAKING BOUNDARIES
AN EFFORT TO SOLVE SOME OF THE WORLD'S
I'M A GENERAL MANAGER FOR MICROSOFT
IS TO HELP THE WORLD GET SMARTER
WHEN BILL GATES STARTED MICROSOFT
COMPUTERS WOULD SEE, HEAR, TALK
THEN, MICROSOFT RESEARCH HAS BEEN
VISION A REALITY. IN 2016, WE WERE
ON THE OBJECT RECOGNITION PART OF
WE GOT HUMAN PARITY ON SPEECH RECOGNITION
YEAR LATER, WE ACHIEVED HUMAN PARITY
TEST. AND THEN LAST YEAR WE WERE
GENERAL IMAGE UNDERSTANDING BENCHMARK.
THESE ACADEMIC BENCHMARKS. WE REALLY
EVERY ORGANIZATION ON THE PLANET
IN ORDER TO DO SO, WE HAD TO HAVE
IS WHAT WE CALL AI AT SCALE. THE
GROUPS WERE WORKING ON AI INDEPENDENTLY.
WORKING ON AI ALGORITHMS FOR BETTER
WAS WORKING ON BETTER AI ALGORITHMS
AND WE HAD MICROSOFT OUTLOOK, WHICH
MANAGE YOUR EMAIL MORE EFFECTIVELY.
SHARE AND ACTUALLY BUILD FROM EACH
CHANGE WE NEEDED, WE TOOK ADVANTAGE
TRANSFER LEARNING. WITH TRANSFER
MODEL ON ONE SET OF TASKS AND YOU
DIFFERENT SET OF TESKS. THE SECOND
NEURAL NETWORKS. YOU CAN CHANGE
AMOUNTS OF DATA. PRE-TRAIN IT AND
OF TASKS. AND IT TURNS OUT TRAINING
THAN JUST DIRECTLY TRAINING FOR
TREND WAS A CULTURAL SHIFT. PRODUCT
WORK TOGETHER MORE, AND THAT'S THE
FROM THE BEGINNING. THE RESULTS
YEARS AGO, THE LARGEST AI MODEL
PARAMETERS. A YEAR LATER, WE CAN
YEAR WE TRAINED A NEURAL NETWORK
AND EARLIER THIS YEAR, THAT'S 17
WE GIVE THE MODEL A PROMPT, AND
IN THE REST OF THE STORY. SO IF
IT UNDERSTANDS THAT THE CREATION
TO THE BIG BANG. THIS ISN'T SOMETHING
FROM THE WEB. THE MODEL HAS READ
DATA, AND THEN HAS LEARNED ASSOCIATIONS.
IT TRIES TO FINISH THE SENTENCE.
ASK THE AI MODEL FOR SOME ADVICE
TRAINED THIS AI MODEL TO ACTUALLY
THINGS THAT THE MODEL IS GENERATING
TONS AND TONS OF HIGH QUALITY INFORMATION