SlideShare a Scribd company logo
1 of 60
RESEARCH ON
INNOVATION
DIFFUSION

Prof SURESHKUMAR.S
CHIEF SCIENTIST AND ADVISER,CSIR-
NIIST,TVM
ECONOMIC GROWTH AND SOCIAL CHANGE

 THERE IS GENERAL AWARENESS OF
  IMPORTANCE OF INNOVATION AND
  DIFFUSION IN PRODUCTS,PROCESSES
 AND FORMS OF ECONOMIC
  ORGANISATION AND MANAGEMENT
INNOVATION DIFFUSION
           IMPACT

   ECONOMIC AND SOCIAL EFFECTS
   TECHNOCULTURAL EFFECTS
   POLICY AND ECOSYSTEM EFFECTS
ECONOMIC AND SOC EFFECTS

   IMPACT ON EMPLOYMENT AND
    GROWTH

   BUSINESS ORGANISATION
MARKET AND INDUSTRIAL
   CHANGES IN PATTERNS OF
    CONSUMPTION

   INDUSTRIAL DEVELOPMENT
HUMAN
   IMPLICATIONS FOR EDUCATION
    REQUIREMENT

   HUMAN RESOURCES DEVELOPMENT
POLICY EFFECTS
   DEMAND FOR NEW PUBLIC POLICIES

   ENABLING ENVIRONMENT FOR
    GROWTH IMPETUS
ECOSYSTEM EFECTS
   DEMAND FOR MORE INNOVATION
    AND

   BETTER INNOVATION ECOSYSTEM
IMPACT OF MICROELECTRONICS,
BIOTECHNOLOGY,NANOMATERILS
AND ICT ARE DIFFERENT
BUT RAISE NORMATIVE ISSUES
IMPORTANT FOR ECOSYSTEM FOR
INNOVATION AND DIFFUSION IN
GENERAL
MICROELECTRONICS
 MICROELECTRONICS [ME]
  CHARACTERISED BY
 LARGE COMPANIES FOR RADICAL
  RESEARCH

 GROWTH OF SMALL FIRMS BY DIFFUSION
 AND FURTHER INNOVATION
BIOTECHNOLOGY
 GROWTH OF NTBF-NEW TECH BASED
 FIRMS SIGNIFICANT

 INNOVATION AND DIFFUSION IN SMALL
 FIRMS

 LARGE FIRMS FLOATING NTBF
ICT
 ROLE OF PUBLIC FUNDED RESEARCH


 ALLIANCES WITH LARGE FIRMS


 INNOVATION AND DIFFUSION THRU
 SMALL AND LARGE FIRMS
NANOMATERIALS-NETWORKS
 STRATEGIC ALLIANCES
 NIS
 PPP
 TRIPLE HELIX
 NTBF
 RESEARCH NETWORKS
NORMATIVE ISSUES


 GENERAL ASPECTS


 IMPORTANT FOR INNOVATION AND
 DIFUSION DYNAMICS ACROSS SECTORS
-INNOVATION AND
DIFFUSION IS LINKED TO
COMPETITIVENESS
CRUCIAL CONCERN

 -ADOPTING AND ADAPTING


 TECHNOLOGICAL AND
 ORGANISATIONAL INNOVATIONS
RELATED ECOSYSTEM ISSUES
• ECONOMIC
• TECHNO-HUMAN/SOCIAL
• CULTURAL AND SOCIAL STRUCTURES WHICH
  FAVOUR OR HAMPER DIFFUSION AND
  INTRODUCTIOM
• THE SCIENTIFIC AND TECHNICAL CONTEXT FOR
  INNOVATION AND DIFFUSION
ECONOMIC
• APPROPRIATING ECONOMIC
  BENEFITS FROM INNOVATIONS

• RELATED TO IPR ISSUES

• TRIPS AND INDIAN PATENT ACTS
TECHNO-SOCIAL
• RELATION BETWEEN NEW
  TECHNOLOGY AND

• LABOUR PROCESSES
• HUMAN ASPECTS AND SOCIAL
  ORGANISATION IN FIRMS
ORGANISATIONAL ASPECTS
• FORMAL AND INFORMAL
  STRUCTURES
• SMALL GROUP DYNAMICS
• INDUSTRIAL RELATIONS
• HRM ISSUES
J.SCHUMPETER-DISTINCTION BETWEEN
  INNOVATION,INVENTION AND DIFFUSION

 INVENTION-FIRST DEVELOPEMNT OF A NEW
 ARTIFACT OR PROCESS

 INNOVATION-ENTAILS ECONOMIC
 APPLICATION

 DIFFUSION-DESCRIBES ITS INTRODUCTION
 BY BUYERS OR COMPETITORS
PRACTICAL PARADIGM


 ECONOMICAL BEHAVIOUR
 TECHNICAL BEHAVIOUR

 INDUSTRIAL BEHAVIOUR

 ORGANISATIONAL
  BEHAVIOUR
ECONOMICAL BEHAVIOUR

   ECONOMICALLY MINDED
    RESEARCH
    ESTABLISHMENTS
    INTRODUCE INVENTION AS
    AN INNOVATION FROM
    START
TECHNICAL BEHAVIOUR

   DIFFUSION ENTAILS
    FURTHER INNOVATION ON
    THE PART OF THE
    DEVELOPER AND USER
INDUSTRIAL BEHAVIOUR

   INVENTION SUGGEST
    POTENTIAL FOR
    TECHNOL.PROGRESS AND
    INDUSTRIAL GROWTH
ORGANISATIONAL
BEHAVIOUR

   INNOVATION AND DIFFUSION
    HINT AT ECON./SOC/ORGAN
    INCENTIVES AND
    IMPEDIMENTS TO THE
    INCORPORATION OF TECHNOL
    ADVANCES INTO
    ECO.PRODUCTS/PROCESSES
TECHNOLOGY AS
INFORMATION
 ARROW ANALYSED TECHNOLOGY AS
 INFORMATION

 STARTED THE AREA OF ECONOMICS
 OF R AND D
ARROW---MAIN POINTS

 CHARACTERISED BY PUBLIC GOOD
 FEATURES

 POTENTIAL TO BE TRANSMITTED
 AND REUSED REPEATEDLY
PROPERTY OF INNOVATION

  STIGLITZ WORK
  ON ECONOMICS OF IMPERFECT
   INFORMATION
  UNCERTAINTY AND INTANGIBLE
  ECONOMICS OF TANGIBLES DIFFERS
STIGLITZ—MAIN POINTS

  NOTIONAL OPPORTUNITIES EITHER
   GIVEN OR
  ARE SUBJECT TO THE EXOGENOUS
   DYNAMICS OF SCIENTIFIC
   DISCOVERIES
AGENCY EFFECTS

    INFLUENCES ACTUAL EXPLOITATION

    AFFECTED BY FACTORS CAUSING
     IMPERFECT INFORMATION
FACTORS AFFECTING
EXPLOITATION
  INCENTIVE STRUCTURE
  FORMS OF MARKET COMPETITION
   AND
  PAST AVAILABLE INFORMATION ON
   WHICH AGENTS CAN DRAW UPON
INFORMATION VS.PRIOR
KNOWLEDGE
 NELSON AND WINTER,DOSI,PAVITT
  ETC.
 ADOPTED AN APPROACH BASED ON
  SHARP DOMAIN DISTINCTION
 BETWEEN INFORMATION AND PRIOR
  KNOWLEDGE
COGNITIVE ASPECTS

 PRIOR KNOWLEDGE AS AN ELUSIVE
  SET OF
 COGNITIVE STRUCTURE,SEARCH
  RULES,TACIT CAPABILTIES
 GUIDING INVENTIVE ACTIVITIES
HEURISTIC ASPECTS

 RATES AND DIRECTIONS OF
  ACTIVITY SHAPED AND LIMITED BY
 SKILLS AND HEURISTICS OF THE
  SEARCHING AGENTS,
 THEIR PAST EXPERIENCE AND
  KNOWLEDGE
TECHNOLOGY
TRAJECTORIES
• CONCEPTUALISE PROCEDURES
  AND DIRECTIONS OF
  INNOVATIVE ACTIVITIES
• IN TERMS OF TECHNOLOGY
  PARADIGMS AND
  TRAJECTORIES[DOSI]
RADICAL
VS.INCREMENTAL
• PARADIGM SHIFTS-
  KONDRATIEFF WAVES

• PATH DEPENDENCIES AND
  EVELOPMENT TRAJECTORIES
PRIVATE VS.PUBLIC

• THE EMPRICAL
  UNDERSTANDING OF
• BALANCE BETWEEN PRIVATE
  AND PUBLIC ASPECTS OF
  TECHNOLOGY KNOWLEDGE
DYNAMICS OF
KNOWLEDGE
• NEW OPPORTUNITIES
  GENERATED IN
• UNIVERSITIES/PRO[PUBLIC
  RESEARCH ORGAN] AND
• WITHIN BUSINESS SECTOR IN
  PRIVATE R&D [NELSON]
INCENTIVES

 ECONOMICALLY MOTIVATED AGENTS


 UNDERTAKE RISKS AND COSTS OF
 INNOVATION
RETURN ON INVESTMENT


 APPROPRIABILTY CONDITIONS AND




 DIFFERENTIAL ECONOMIC RETURNS
 FROM INNOVATION[LEVIN]
MARKET STRUCTURES


 RELATIONSHIP BETWEEN


 MARKET STRUCTURES AND


 INCENTIVES TO
 INNOVATE[DASGUPTA
PATH DEPENDENCY

   HISTORY COUNTS

   PAST TECHNOLOGICAL ACHIEVEMENTS
    INFLUENCE FUTURE ONES
MODELS

   DEVELOPMENT OF PATH DEPENDENT
    MODELS[ARTHUR AND DAVID]

   EMPIRICAL ANALYSIS AND THEORETICAL
    MODELLING[ROSENBERG]
NATURE OF INNOVATION
 UNFOLDS THE DETERMINANTS AND
  NATURE OF
 INNOVATION AND INVENTION,
 DRIVING FORCES,
 PATTERNS OF INNOVATION DIFFUSION
DIFFUSION STUDIES
 SOCIOLOGY STUDIES ON ADOPTION
 OF RURAL/AGRI INNOVATIONS

 DIFFUSION OF SOCIAL INNOVATIONS
 LIKE FOR HEALTH
 CARE,EMPLOYMENT GENERATION
GEOGRAPHICAL AND
      EMPIRICAL ASPECTS
 ECONOMIC GEOGRAPHY STUDIES ON
 INNOVATION DIFFUSION IN ITS
 SPATIAL DIMENSION[ROGERS]

 DIFUSION OF INDUSTRIAL
  PROCESSES [MANSFIELD]AND
 SURVEYS[METCALFE/STONEMAN]
DIFFUSION KINETICS

 TECHNICAL


 ECONOMIC


 SECTORAL
TECH FEATURE


 DIFFUSION KINETICS DEPEND ON
  THE FEATURES OF TECHNOLOGIES
  BEING ADOPTED
 AND/OR SUBSTITUTED
ECONOMIC-INCENTIVE


 KINETICS DEPEND ON


 THE INCENTIVES THAT ECONOMIC
 ENVIRONMENT PROVIDES FOR
 ADOPTION
AGENCY EFFECTS


 ON THE CHARACTERISTICS OF
  WOULD BE ADOPTERS
 ADOPTERS VS.INNOVATORS-BASS
INDUSTRIAL-SECTORAL

 INTERFIRM
 INTERINDUSTRY
 ,REGIONAL
 INTERTECHNOLOGY
 VARIANCE IN SPEED OF DIFFUSION
 [MANSFIELD AND NASBETH]
DIFFUSION PATTERN STUDIES
 SUMMARY FINDINGS RELATED TO
  LOGISTICS[ORIGINATION,LINKAGES
  AND MECHANISMS]
 TEMPORALITY AND
 VARIANCES
PACE AND TEMPORALITY
 SLOW AND TAKES TIME AND WIDE
  VARIATIONS IN THE RATES OF
  ACCEPTANCE
 S SHAPED DIFFUSION CURVES-
  PRECISE FORM VARIES ACROSS
  INNOVATIONS-A TIME DEPENDENT
  PROCESS
LOGISTICS AND VARIANCE
   PARTICULAR DIFFUSION PATTERNS
    DETERMINED BY HOW THE SEQUENCE OF
    ADOPTION GOES FORWARD AND WHAT
    INFLUENCES IT
   DIFFERENCES IN PATTERNS OF
    INNOVATION DIFFUSION AND HOW THE
    INNOVATION HAS ORIGINATED AND
    WHAT IS ITS INFLUENCE ON ADOPTION
EMERGING PARADIGM

 NATIONAL INNOVATION SYSTEM
 INTERNATIONALISATION OF
  RESEARCH
 PUBLIC PRIVATE PARTNERSHIPS
 TRIPLE HELIX OF RESEARCH GOVT
  AND INDUSTRY
 STRATEGIC ALLIANCES
PUBLIC FUNDED
RESEARCH
• PRO IS COMING BACK TO THE
  CENTRE STAGE ABROAD
• PARADIGM SHIFTS VS
  INCREMENTAL INNOVATION
• A NEW PATTERN OF GOVT
  FUNDING BASED ON
  FORESIGHT STUDIES
PUBLIC FUNDED RESEARCH AND
INNOVATION MANAGEMENT-CSIR

• CONCEPTS LIKE TRIPLE HELIX
• NATIONAL INNOVATION
  SYSTEM
• PUBLIC PRIVATE
  PARTNERSHIPS
• RESEARCH NETWORKS
• STRATEGIC ALLIANCES
DIFFUSION MODELS

 LINEAR MODEL
 SCIENCE PUSH MARKET PULL
  MODELS
 ENDOGENOUS CAPACITY MODEL
 INDUSTRIAL ECOLOGY PARADIGM
 ALTERNATE RESEARCH AGENDA
THANK YOU

More Related Content

Similar to Research on innovation diffusion

UNIVERSITE - INDUSTRIE: POTENTIELS ET LIMITES DE DIVERS MODES D’INNOVATION
UNIVERSITE - INDUSTRIE: POTENTIELS ET LIMITES DE DIVERS MODES D’INNOVATION UNIVERSITE - INDUSTRIE: POTENTIELS ET LIMITES DE DIVERS MODES D’INNOVATION
UNIVERSITE - INDUSTRIE: POTENTIELS ET LIMITES DE DIVERS MODES D’INNOVATION Jean-Jacques Degroof
 
COMMONWEALTH EXECUTIVE MASTER'S IN BUSINESS ADMINISTRATION
COMMONWEALTH EXECUTIVE MASTER'S IN BUSINESS ADMINISTRATIONCOMMONWEALTH EXECUTIVE MASTER'S IN BUSINESS ADMINISTRATION
COMMONWEALTH EXECUTIVE MASTER'S IN BUSINESS ADMINISTRATIONNaledi Moyo
 
POE repair work2.pptx
POE repair work2.pptxPOE repair work2.pptx
POE repair work2.pptxASKSasi
 
Ekreg ho-14-growth inno 141212
Ekreg ho-14-growth inno 141212Ekreg ho-14-growth inno 141212
Ekreg ho-14-growth inno 141212Catur Purnomo
 
Changing Face V4
Changing Face V4Changing Face V4
Changing Face V4Saine
 
Innovac degroof slides for publishing 2010 11-17
Innovac degroof slides for publishing 2010 11-17Innovac degroof slides for publishing 2010 11-17
Innovac degroof slides for publishing 2010 11-17Jean-Jacques Degroof
 
Indonesia's Sub-National Innovation System
Indonesia's Sub-National Innovation SystemIndonesia's Sub-National Innovation System
Indonesia's Sub-National Innovation SystemTatang Taufik
 
Virtual Business Incubator Framework for Enriching Innovation Ecosystem 2013
Virtual Business Incubator Framework for Enriching Innovation Ecosystem 2013Virtual Business Incubator Framework for Enriching Innovation Ecosystem 2013
Virtual Business Incubator Framework for Enriching Innovation Ecosystem 2013Vasily Ryzhonkov
 
Trends in Advanced Manufacturing
Trends in Advanced ManufacturingTrends in Advanced Manufacturing
Trends in Advanced Manufacturingumesh chikhale
 
Trends in Advanced Manufacturing
Trends in Advanced ManufacturingTrends in Advanced Manufacturing
Trends in Advanced Manufacturingumesh chikhale
 
Technology policy of India
Technology policy of IndiaTechnology policy of India
Technology policy of Indiaswasti123
 
Vanshika.pptxbajjsskskjdjndkcifidkodicnndk
Vanshika.pptxbajjsskskjdjndkcifidkodicnndkVanshika.pptxbajjsskskjdjndkcifidkodicnndk
Vanshika.pptxbajjsskskjdjndkcifidkodicnndksharmautkarsh453
 
From research to innovation university research chairs
From research to innovation university research chairsFrom research to innovation university research chairs
From research to innovation university research chairsThe Scinnovent Centre
 
Indonesia In Motion Y Nugroho
Indonesia In Motion Y NugrohoIndonesia In Motion Y Nugroho
Indonesia In Motion Y Nugrohoindonesiainmotion
 
SSE FinTech Day - CEMS training
SSE FinTech Day - CEMS training SSE FinTech Day - CEMS training
SSE FinTech Day - CEMS training MichalGromek
 
TECHNOLOGICAL-CHANGE-AND-ECONOMIC-GROWTH-_20240331_183612_0000.pptx
TECHNOLOGICAL-CHANGE-AND-ECONOMIC-GROWTH-_20240331_183612_0000.pptxTECHNOLOGICAL-CHANGE-AND-ECONOMIC-GROWTH-_20240331_183612_0000.pptx
TECHNOLOGICAL-CHANGE-AND-ECONOMIC-GROWTH-_20240331_183612_0000.pptxMelchorTolentino2
 
Local Innovation Systems in Emerging Economies Study Case Córdoba, Argentina
Local Innovation Systems in Emerging Economies Study Case Córdoba, ArgentinaLocal Innovation Systems in Emerging Economies Study Case Córdoba, Argentina
Local Innovation Systems in Emerging Economies Study Case Córdoba, ArgentinaiBoP Asia
 
ImpressãO Spin Off Determinants Ans Consequences
ImpressãO Spin Off Determinants Ans ConsequencesImpressãO Spin Off Determinants Ans Consequences
ImpressãO Spin Off Determinants Ans Consequencestibicalho
 
Innovation Ecosystems - Practice vs. Prevailing Perceptions
Innovation Ecosystems - Practice vs. Prevailing PerceptionsInnovation Ecosystems - Practice vs. Prevailing Perceptions
Innovation Ecosystems - Practice vs. Prevailing PerceptionsYifat Turbiner
 

Similar to Research on innovation diffusion (20)

UNIVERSITE - INDUSTRIE: POTENTIELS ET LIMITES DE DIVERS MODES D’INNOVATION
UNIVERSITE - INDUSTRIE: POTENTIELS ET LIMITES DE DIVERS MODES D’INNOVATION UNIVERSITE - INDUSTRIE: POTENTIELS ET LIMITES DE DIVERS MODES D’INNOVATION
UNIVERSITE - INDUSTRIE: POTENTIELS ET LIMITES DE DIVERS MODES D’INNOVATION
 
COMMONWEALTH EXECUTIVE MASTER'S IN BUSINESS ADMINISTRATION
COMMONWEALTH EXECUTIVE MASTER'S IN BUSINESS ADMINISTRATIONCOMMONWEALTH EXECUTIVE MASTER'S IN BUSINESS ADMINISTRATION
COMMONWEALTH EXECUTIVE MASTER'S IN BUSINESS ADMINISTRATION
 
POE repair work2.pptx
POE repair work2.pptxPOE repair work2.pptx
POE repair work2.pptx
 
Ekreg ho-14-growth inno 141212
Ekreg ho-14-growth inno 141212Ekreg ho-14-growth inno 141212
Ekreg ho-14-growth inno 141212
 
Changing Face V4
Changing Face V4Changing Face V4
Changing Face V4
 
Buo Angie.pptx
Buo Angie.pptxBuo Angie.pptx
Buo Angie.pptx
 
Innovac degroof slides for publishing 2010 11-17
Innovac degroof slides for publishing 2010 11-17Innovac degroof slides for publishing 2010 11-17
Innovac degroof slides for publishing 2010 11-17
 
Indonesia's Sub-National Innovation System
Indonesia's Sub-National Innovation SystemIndonesia's Sub-National Innovation System
Indonesia's Sub-National Innovation System
 
Virtual Business Incubator Framework for Enriching Innovation Ecosystem 2013
Virtual Business Incubator Framework for Enriching Innovation Ecosystem 2013Virtual Business Incubator Framework for Enriching Innovation Ecosystem 2013
Virtual Business Incubator Framework for Enriching Innovation Ecosystem 2013
 
Trends in Advanced Manufacturing
Trends in Advanced ManufacturingTrends in Advanced Manufacturing
Trends in Advanced Manufacturing
 
Trends in Advanced Manufacturing
Trends in Advanced ManufacturingTrends in Advanced Manufacturing
Trends in Advanced Manufacturing
 
Technology policy of India
Technology policy of IndiaTechnology policy of India
Technology policy of India
 
Vanshika.pptxbajjsskskjdjndkcifidkodicnndk
Vanshika.pptxbajjsskskjdjndkcifidkodicnndkVanshika.pptxbajjsskskjdjndkcifidkodicnndk
Vanshika.pptxbajjsskskjdjndkcifidkodicnndk
 
From research to innovation university research chairs
From research to innovation university research chairsFrom research to innovation university research chairs
From research to innovation university research chairs
 
Indonesia In Motion Y Nugroho
Indonesia In Motion Y NugrohoIndonesia In Motion Y Nugroho
Indonesia In Motion Y Nugroho
 
SSE FinTech Day - CEMS training
SSE FinTech Day - CEMS training SSE FinTech Day - CEMS training
SSE FinTech Day - CEMS training
 
TECHNOLOGICAL-CHANGE-AND-ECONOMIC-GROWTH-_20240331_183612_0000.pptx
TECHNOLOGICAL-CHANGE-AND-ECONOMIC-GROWTH-_20240331_183612_0000.pptxTECHNOLOGICAL-CHANGE-AND-ECONOMIC-GROWTH-_20240331_183612_0000.pptx
TECHNOLOGICAL-CHANGE-AND-ECONOMIC-GROWTH-_20240331_183612_0000.pptx
 
Local Innovation Systems in Emerging Economies Study Case Córdoba, Argentina
Local Innovation Systems in Emerging Economies Study Case Córdoba, ArgentinaLocal Innovation Systems in Emerging Economies Study Case Córdoba, Argentina
Local Innovation Systems in Emerging Economies Study Case Córdoba, Argentina
 
ImpressãO Spin Off Determinants Ans Consequences
ImpressãO Spin Off Determinants Ans ConsequencesImpressãO Spin Off Determinants Ans Consequences
ImpressãO Spin Off Determinants Ans Consequences
 
Innovation Ecosystems - Practice vs. Prevailing Perceptions
Innovation Ecosystems - Practice vs. Prevailing PerceptionsInnovation Ecosystems - Practice vs. Prevailing Perceptions
Innovation Ecosystems - Practice vs. Prevailing Perceptions
 

Recently uploaded

Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsMark Billinghurst
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationSlibray Presentation
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationRidwan Fadjar
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesZilliz
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Mark Simos
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...Fwdays
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr LapshynFwdays
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piececharlottematthew16
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfSeasiaInfotech2
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Enterprise Knowledge
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 

Recently uploaded (20)

Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Human Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR SystemsHuman Factors of XR: Using Human Factors to Design XR Systems
Human Factors of XR: Using Human Factors to Design XR Systems
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Connect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck PresentationConnect Wave/ connectwave Pitch Deck Presentation
Connect Wave/ connectwave Pitch Deck Presentation
 
My Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 PresentationMy Hashitalk Indonesia April 2024 Presentation
My Hashitalk Indonesia April 2024 Presentation
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
Vector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector DatabasesVector Databases 101 - An introduction to the world of Vector Databases
Vector Databases 101 - An introduction to the world of Vector Databases
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
Tampa BSides - Chef's Tour of Microsoft Security Adoption Framework (SAF)
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks..."LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
"LLMs for Python Engineers: Advanced Data Analysis and Semantic Kernel",Oleks...
 
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
"Federated learning: out of reach no matter how close",Oleksandr Lapshyn
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
Story boards and shot lists for my a level piece
Story boards and shot lists for my a level pieceStory boards and shot lists for my a level piece
Story boards and shot lists for my a level piece
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
The Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdfThe Future of Software Development - Devin AI Innovative Approach.pdf
The Future of Software Development - Devin AI Innovative Approach.pdf
 
Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024Designing IA for AI - Information Architecture Conference 2024
Designing IA for AI - Information Architecture Conference 2024
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 

Research on innovation diffusion