SlideShare a Scribd company logo
1 of 26
Download to read offline
© Vicarious, 2018
© Vicarious, 2018
AI in Startups
Dr Stelios Kapetanakis
University of Brighton, UK
Speaker
u Dr Stelios Kapetanakis
u Director of the Knowledge Engineering Group, CEM, Brighton
u Head of Research and Development for Gluru, Ltd.
u Member of the British Specialist Group in Artificial Intelligence
Disclaimer
“Any views you hear today are related solely to the presenter and they don’t represent in
any way the University of Brighton, Gluru Ltd. or any other organisation the presenter has
worked for or collaborated with in the past”
AI and Startups
u Artificial Intelligence
u Startups
u Startups and Universities
AI is around us: We live in An AI world
AI? Is around us?: We live in An AI? World?
What is AI?
u 1956: AI Start
u 1973: The Fall – AI Winter I –
u 1980: Rise in Japan
u 1987: - AI Winter II –
u 1993 – 2011 – The Victory of the neats
u 2011 - ?
© Fandom - Smite, 2018
“An ancient wish to forge the gods”
AI Technology
AI Technology
u Core Tech
u AI
u Deep Learning
u Machine Learning
u NLP Platforms
u Predictive APIs
u Image Recognition
u Speech Recognition
u Rethinking Industries
u AdTech
u Agriculture
u Education
u Finance
u Legal
u Manufacturing
u Medical
u Oil/Gas
u Media/Content
u Consumer Finance
u Philanthropies
u Automotive
u Diagnostics
u Retail
u Rethinking Enterprise
u Sales
u Security
u Fraud Detection
u HR/Recruiting
Marketing
u Personal Assistant
u Intelligence Tools
u Rethinking Humans/
HCI
u Augmented Reality
u Gestural Computing
u Robotics
u Emotional Recognition
u Supporting
Technologies
u Hardware
u Data Preparation
u Data Collection
© techemergence.com
AI Technology - Shares
u Autonomous robots: 31% (3,582 – 13,927)
u (including self-driving vehicles)
u Digital assistants: 30% (2,175 – 8,075)
u (e.g., Siri, automated online assistants)
u Neurocomputers: 22% (1,590 – 4,685)
u Embedded systems: 19% (877 – 2,095)
u (machine monitoring and control systems)
u Expert systems: 12% (7,055 – 12,433)
u (e.g., medical decision support systems, smart grid)
u Others: 5%
Numbers are in million $
AI and startups
“I think it’s tempting for every entrepreneur to package his or her company as
an AI company, and it’s tempting for every VC to want to say ‘I’m an AI
investor.’”
“The startups that made up a story that isn’t fulfillable, and fooled VCs into
investing because they don’t know better.”
Dr. Kai-Fu Lee
Startup spectrum – What is a startup?
“A startup is a company working to solve a problem where the solution is not
obvious and success is not guaranteed”
Neil Blumenthal, cofounder and co-CEO of Warby Parker.
“Startup is a state of mind”
Adora Cheung, cofounder and CEO of Homejoy
Startup Spectrum
© cbinsights.com
Startup Spectrum – past years
u Vicarious, 2013
u Watson, Deepmind, 2014
u 6sense, Botanic.io, Arria, Automation Insights, Banjo, ID Avatars, Infer,
MindMeld, Mintigo, Presado, Skytree, Sense.ly, X.ai, Viv Labs, 2015
u Magic Pony, Blackbird Technologies, Appier, 2016
u SenseTime, Flatiron Health, Directly, Element AI, H2O, UiPath, Pony.ai, C3
IoT, Banjo, Tempus Labs, Stem, InsideSales.com, Dataminr, HyperScience,
Vivint, Anki, CloudMinds, Ayasi, iCarbonX, CrowdStrike, Cylance, Tetra,
Nuro, SoundHound, 2018
Gluru Spectrum
u AN AI-powered customer experience management (CEM) solution
provider that seamlessly integrates with your existing customer relationship
management (CRM) platform to enable your business to proactively
engage with its customers. By leveraging your new or existing knowledge,
GLURU uses its multi-patented AI technology - known as MIND - to dialogue
with your customers and guide them towards the knowledge they seek. In
doing so, GLURU reduces the friction between businesses and users by
making it incredibly easy for you to convert your customer's interests into
successful outcomes
How startups work
u The Startup Mentality
u Top layer
u Middle layer
u Back end
u Figures
u Rewards
u Free.. Coffee
u Work from home
u Cart Racing
Startup Goals and Promises
u MVP
u Private Beta Launch
u Key Hire
u Redesign – Iteration
u Public Beta
u Major Milestone
u First investment round
1 2 3
Startup Selling Patterns
u Identify your buyer
u Having a good business idea
u Communicate it
u Understand your market
u Problem Solving
u Have the right people
u Get the right finding
u Adapt
u Real world use cases
Iterations and Internal Dev Cycles
u The Lean startup
u The perfect business plan..
u Does not exist….
Crossing the Valley of Death
u Growth patterns
u Funding stagnation hits
Achievers vs. Tricksters
u Startups are selling AI
u A few have a good idea
u Fewer can succeed with what they have promised to achieve..
u At the moment we have more than 3500 AI startups in the world(!)
u How many they will be next year?
The other side
u Be unique
u Be the 1st
u Reuse
u No…
u SELL
u Buy the 1st
u SELL
u ……Run
uSELL
Companies vs. Universities
u Universities do the work and companies make profit, hire talent and take
the credit
u Top AI researchers in universities are poached by Silicon Valley firms
u Train the next generation
Observations
u At the moment 75% of the AI talent works for.. Companies type Google
u Neural Information Processing Systems sells within 11 minutes and 38
seconds…
u Blurring line between public & private sectors
Vision for the future
u KTPS and KTNs are a first step support collaboration
u Good projects should be driven by universities
u Startups and Universities should work hand by hand
u State role in funding high risk long term research
u National AI…
Dr Stelios Kapetanakis
s.kapetanakis@brighton.ac.uk
THE END
© Mechlectures.com

More Related Content

What's hot

ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEMidhuti
 
Artificial intelligence - An Overview
Artificial intelligence - An OverviewArtificial intelligence - An Overview
Artificial intelligence - An OverviewGiri Dharan
 
The 7 Biggest Artificial Intelligence (AI) Trends In 2022
The 7 Biggest Artificial Intelligence (AI) Trends In 2022The 7 Biggest Artificial Intelligence (AI) Trends In 2022
The 7 Biggest Artificial Intelligence (AI) Trends In 2022Bernard Marr
 
The Challenges and Opportunities of AI for the Indian Economy
The Challenges and Opportunities of AI for the Indian EconomyThe Challenges and Opportunities of AI for the Indian Economy
The Challenges and Opportunities of AI for the Indian EconomyDaniel Faggella
 
Artificial intelligence (ai) and its impact to business
Artificial intelligence (ai) and its impact to businessArtificial intelligence (ai) and its impact to business
Artificial intelligence (ai) and its impact to businesspaul young cpa, cga
 
Artificial Intelligence presentation
Artificial Intelligence presentationArtificial Intelligence presentation
Artificial Intelligence presentationAnmol Jha
 
PPT on Artificial Intelligence(A.I.)
PPT on Artificial Intelligence(A.I.) PPT on Artificial Intelligence(A.I.)
PPT on Artificial Intelligence(A.I.) Aakanksh Nath
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligencesaloni sharma
 
Introduction To Artificial Intelligence PowerPoint Presentation Slides
Introduction To Artificial Intelligence PowerPoint Presentation SlidesIntroduction To Artificial Intelligence PowerPoint Presentation Slides
Introduction To Artificial Intelligence PowerPoint Presentation SlidesSlideTeam
 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligenceu053675
 
Artificial Intelligence and the Future of Humanity
Artificial Intelligence and the Future of HumanityArtificial Intelligence and the Future of Humanity
Artificial Intelligence and the Future of HumanityGerd Leonhard
 
Artifical intelligence
Artifical intelligenceArtifical intelligence
Artifical intelligenceRizwan Afzal
 
An Introduction to Generative AI - May 18, 2023
An Introduction  to Generative AI - May 18, 2023An Introduction  to Generative AI - May 18, 2023
An Introduction to Generative AI - May 18, 2023CoriFaklaris1
 
The Ethics of Artificial Intelligence
The Ethics of Artificial IntelligenceThe Ethics of Artificial Intelligence
The Ethics of Artificial IntelligenceKarl Seiler
 

What's hot (20)

ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCE
 
Ai Ethics
Ai EthicsAi Ethics
Ai Ethics
 
Artificial intelligence - An Overview
Artificial intelligence - An OverviewArtificial intelligence - An Overview
Artificial intelligence - An Overview
 
The 7 Biggest Artificial Intelligence (AI) Trends In 2022
The 7 Biggest Artificial Intelligence (AI) Trends In 2022The 7 Biggest Artificial Intelligence (AI) Trends In 2022
The 7 Biggest Artificial Intelligence (AI) Trends In 2022
 
The Challenges and Opportunities of AI for the Indian Economy
The Challenges and Opportunities of AI for the Indian EconomyThe Challenges and Opportunities of AI for the Indian Economy
The Challenges and Opportunities of AI for the Indian Economy
 
Introduction to ai
Introduction to aiIntroduction to ai
Introduction to ai
 
Artificial intelligence (ai) and its impact to business
Artificial intelligence (ai) and its impact to businessArtificial intelligence (ai) and its impact to business
Artificial intelligence (ai) and its impact to business
 
Artificial Intelligence presentation
Artificial Intelligence presentationArtificial Intelligence presentation
Artificial Intelligence presentation
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
 
PPT on Artificial Intelligence(A.I.)
PPT on Artificial Intelligence(A.I.) PPT on Artificial Intelligence(A.I.)
PPT on Artificial Intelligence(A.I.)
 
Artificial intelligence
Artificial intelligence Artificial intelligence
Artificial intelligence
 
Artificial intelligence
Artificial intelligenceArtificial intelligence
Artificial intelligence
 
Introduction To Artificial Intelligence PowerPoint Presentation Slides
Introduction To Artificial Intelligence PowerPoint Presentation SlidesIntroduction To Artificial Intelligence PowerPoint Presentation Slides
Introduction To Artificial Intelligence PowerPoint Presentation Slides
 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
 
Artificial Intelligence and the Future of Humanity
Artificial Intelligence and the Future of HumanityArtificial Intelligence and the Future of Humanity
Artificial Intelligence and the Future of Humanity
 
Artifical intelligence
Artifical intelligenceArtifical intelligence
Artifical intelligence
 
An Introduction to Generative AI - May 18, 2023
An Introduction  to Generative AI - May 18, 2023An Introduction  to Generative AI - May 18, 2023
An Introduction to Generative AI - May 18, 2023
 
Artificial Intelligence
Artificial IntelligenceArtificial Intelligence
Artificial Intelligence
 
ARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCEARTIFICIAL INTELLIGENCE
ARTIFICIAL INTELLIGENCE
 
The Ethics of Artificial Intelligence
The Ethics of Artificial IntelligenceThe Ethics of Artificial Intelligence
The Ethics of Artificial Intelligence
 

Similar to Artificial Intelligence in the startup world

Seerc karagiannis - from a tech idea to a global meaningful company
Seerc   karagiannis - from a tech idea to a global meaningful companySeerc   karagiannis - from a tech idea to a global meaningful company
Seerc karagiannis - from a tech idea to a global meaningful companySotiris Karagiannis
 
Turning AI Dreams into Reality
Turning AI Dreams into RealityTurning AI Dreams into Reality
Turning AI Dreams into RealityJosh Sephton
 
Know First•Be First•Profit First - Keynote by Craig Rispin, Business Futurist...
Know First•Be First•Profit First - Keynote by Craig Rispin, Business Futurist...Know First•Be First•Profit First - Keynote by Craig Rispin, Business Futurist...
Know First•Be First•Profit First - Keynote by Craig Rispin, Business Futurist...Craig Rispin
 
NAB April 2015 - Craig Rispin Keynote
NAB April 2015 - Craig Rispin KeynoteNAB April 2015 - Craig Rispin Keynote
NAB April 2015 - Craig Rispin KeynoteCraig Rispin
 
AI & Well-being by Dr Joel Lehman and Dr Aymee Coget presented to the IEEE P7...
AI & Well-being by Dr Joel Lehman and Dr Aymee Coget presented to the IEEE P7...AI & Well-being by Dr Joel Lehman and Dr Aymee Coget presented to the IEEE P7...
AI & Well-being by Dr Joel Lehman and Dr Aymee Coget presented to the IEEE P7...Happiness for HumanKind
 
Bob Williams- Business Strategies of Past and Future
Bob Williams- Business Strategies of Past and FutureBob Williams- Business Strategies of Past and Future
Bob Williams- Business Strategies of Past and FutureErika Marr
 
How to Engage Your AI Researchers
How to Engage Your AI ResearchersHow to Engage Your AI Researchers
How to Engage Your AI ResearchersRakuten Group, Inc.
 
Panmak karagiannis - from a tech idea to a global meaningful company
Panmak   karagiannis - from a tech idea to a global meaningful companyPanmak   karagiannis - from a tech idea to a global meaningful company
Panmak karagiannis - from a tech idea to a global meaningful companySotiris Karagiannis
 
I Was A Guest Lecturer at Yeditepe University MBA Program in Turkey
I Was A Guest Lecturer at Yeditepe University MBA Program in TurkeyI Was A Guest Lecturer at Yeditepe University MBA Program in Turkey
I Was A Guest Lecturer at Yeditepe University MBA Program in TurkeyFahri Karakas
 
Why is AI so uncomfortable - A therapy session
Why is AI so uncomfortable - A therapy sessionWhy is AI so uncomfortable - A therapy session
Why is AI so uncomfortable - A therapy sessionKye Andersson
 
Il fantastico mondo delle startup, al Med-CHHAB dell'Università di Palermo
Il fantastico mondo delle startup, al Med-CHHAB dell'Università di PalermoIl fantastico mondo delle startup, al Med-CHHAB dell'Università di Palermo
Il fantastico mondo delle startup, al Med-CHHAB dell'Università di PalermoFloriano Bonfigli
 
The wonderful world of startups - EPITA Innovation Week
The wonderful world of startups - EPITA Innovation WeekThe wonderful world of startups - EPITA Innovation Week
The wonderful world of startups - EPITA Innovation WeekDaniel Jarjoura
 
Opengrowth is-self-help-ai-the-new-trend
Opengrowth is-self-help-ai-the-new-trendOpengrowth is-self-help-ai-the-new-trend
Opengrowth is-self-help-ai-the-new-trendUshaGwale
 
Meeting the Future Me - Disruptive Technology and Career Guidance
Meeting the Future Me - Disruptive Technology and Career GuidanceMeeting the Future Me - Disruptive Technology and Career Guidance
Meeting the Future Me - Disruptive Technology and Career GuidanceHai Siang Chia
 
Creativity&Leadership in the age of AI - pres.pdf
Creativity&Leadership in the age of AI - pres.pdfCreativity&Leadership in the age of AI - pres.pdf
Creativity&Leadership in the age of AI - pres.pdfBecky McOwen-Banks
 

Similar to Artificial Intelligence in the startup world (20)

Seerc karagiannis - from a tech idea to a global meaningful company
Seerc   karagiannis - from a tech idea to a global meaningful companySeerc   karagiannis - from a tech idea to a global meaningful company
Seerc karagiannis - from a tech idea to a global meaningful company
 
Turning AI Dreams into Reality
Turning AI Dreams into RealityTurning AI Dreams into Reality
Turning AI Dreams into Reality
 
Culture Booklet
Culture BookletCulture Booklet
Culture Booklet
 
Know First•Be First•Profit First - Keynote by Craig Rispin, Business Futurist...
Know First•Be First•Profit First - Keynote by Craig Rispin, Business Futurist...Know First•Be First•Profit First - Keynote by Craig Rispin, Business Futurist...
Know First•Be First•Profit First - Keynote by Craig Rispin, Business Futurist...
 
NAB April 2015 - Craig Rispin Keynote
NAB April 2015 - Craig Rispin KeynoteNAB April 2015 - Craig Rispin Keynote
NAB April 2015 - Craig Rispin Keynote
 
AI WORLD
AI WORLDAI WORLD
AI WORLD
 
AI WORLD.docx
AI WORLD.docxAI WORLD.docx
AI WORLD.docx
 
AI & Well-being by Dr Joel Lehman and Dr Aymee Coget presented to the IEEE P7...
AI & Well-being by Dr Joel Lehman and Dr Aymee Coget presented to the IEEE P7...AI & Well-being by Dr Joel Lehman and Dr Aymee Coget presented to the IEEE P7...
AI & Well-being by Dr Joel Lehman and Dr Aymee Coget presented to the IEEE P7...
 
Bob Williams- Business Strategies of Past and Future
Bob Williams- Business Strategies of Past and FutureBob Williams- Business Strategies of Past and Future
Bob Williams- Business Strategies of Past and Future
 
How to Engage Your AI Researchers
How to Engage Your AI ResearchersHow to Engage Your AI Researchers
How to Engage Your AI Researchers
 
Panmak karagiannis - from a tech idea to a global meaningful company
Panmak   karagiannis - from a tech idea to a global meaningful companyPanmak   karagiannis - from a tech idea to a global meaningful company
Panmak karagiannis - from a tech idea to a global meaningful company
 
I Was A Guest Lecturer at Yeditepe University MBA Program in Turkey
I Was A Guest Lecturer at Yeditepe University MBA Program in TurkeyI Was A Guest Lecturer at Yeditepe University MBA Program in Turkey
I Was A Guest Lecturer at Yeditepe University MBA Program in Turkey
 
The 10 start ups with innovative solutions in 2018
The 10 start ups with innovative solutions in 2018The 10 start ups with innovative solutions in 2018
The 10 start ups with innovative solutions in 2018
 
Why is AI so uncomfortable - A therapy session
Why is AI so uncomfortable - A therapy sessionWhy is AI so uncomfortable - A therapy session
Why is AI so uncomfortable - A therapy session
 
Il fantastico mondo delle startup, al Med-CHHAB dell'Università di Palermo
Il fantastico mondo delle startup, al Med-CHHAB dell'Università di PalermoIl fantastico mondo delle startup, al Med-CHHAB dell'Università di Palermo
Il fantastico mondo delle startup, al Med-CHHAB dell'Università di Palermo
 
The wonderful world of startups - EPITA Innovation Week
The wonderful world of startups - EPITA Innovation WeekThe wonderful world of startups - EPITA Innovation Week
The wonderful world of startups - EPITA Innovation Week
 
Opengrowth is-self-help-ai-the-new-trend
Opengrowth is-self-help-ai-the-new-trendOpengrowth is-self-help-ai-the-new-trend
Opengrowth is-self-help-ai-the-new-trend
 
Meeting the Future Me - Disruptive Technology and Career Guidance
Meeting the Future Me - Disruptive Technology and Career GuidanceMeeting the Future Me - Disruptive Technology and Career Guidance
Meeting the Future Me - Disruptive Technology and Career Guidance
 
Talk_AI_in_Africa
Talk_AI_in_AfricaTalk_AI_in_Africa
Talk_AI_in_Africa
 
Creativity&Leadership in the age of AI - pres.pdf
Creativity&Leadership in the age of AI - pres.pdfCreativity&Leadership in the age of AI - pres.pdf
Creativity&Leadership in the age of AI - pres.pdf
 

More from Facultad de Informática UCM

¿Por qué debemos seguir trabajando en álgebra lineal?
¿Por qué debemos seguir trabajando en álgebra lineal?¿Por qué debemos seguir trabajando en álgebra lineal?
¿Por qué debemos seguir trabajando en álgebra lineal?Facultad de Informática UCM
 
TECNOPOLÍTICA Y ACTIVISMO DE DATOS: EL MAPEO COMO FORMA DE RESILIENCIA ANTE L...
TECNOPOLÍTICA Y ACTIVISMO DE DATOS: EL MAPEO COMO FORMA DE RESILIENCIA ANTE L...TECNOPOLÍTICA Y ACTIVISMO DE DATOS: EL MAPEO COMO FORMA DE RESILIENCIA ANTE L...
TECNOPOLÍTICA Y ACTIVISMO DE DATOS: EL MAPEO COMO FORMA DE RESILIENCIA ANTE L...Facultad de Informática UCM
 
DRAC: Designing RISC-V-based Accelerators for next generation Computers
DRAC: Designing RISC-V-based Accelerators for next generation ComputersDRAC: Designing RISC-V-based Accelerators for next generation Computers
DRAC: Designing RISC-V-based Accelerators for next generation ComputersFacultad de Informática UCM
 
Tendencias en el diseño de procesadores con arquitectura Arm
Tendencias en el diseño de procesadores con arquitectura ArmTendencias en el diseño de procesadores con arquitectura Arm
Tendencias en el diseño de procesadores con arquitectura ArmFacultad de Informática UCM
 
Introduction to Quantum Computing and Quantum Service Oriented Computing
Introduction to Quantum Computing and Quantum Service Oriented ComputingIntroduction to Quantum Computing and Quantum Service Oriented Computing
Introduction to Quantum Computing and Quantum Service Oriented ComputingFacultad de Informática UCM
 
Inteligencia Artificial en la atención sanitaria del futuro
Inteligencia Artificial en la atención sanitaria del futuroInteligencia Artificial en la atención sanitaria del futuro
Inteligencia Artificial en la atención sanitaria del futuroFacultad de Informática UCM
 
Design Automation Approaches for Real-Time Edge Computing for Science Applic...
 Design Automation Approaches for Real-Time Edge Computing for Science Applic... Design Automation Approaches for Real-Time Edge Computing for Science Applic...
Design Automation Approaches for Real-Time Edge Computing for Science Applic...Facultad de Informática UCM
 
Estrategias de navegación para robótica móvil de campo: caso de estudio proye...
Estrategias de navegación para robótica móvil de campo: caso de estudio proye...Estrategias de navegación para robótica móvil de campo: caso de estudio proye...
Estrategias de navegación para robótica móvil de campo: caso de estudio proye...Facultad de Informática UCM
 
Fault-tolerance Quantum computation and Quantum Error Correction
Fault-tolerance Quantum computation and Quantum Error CorrectionFault-tolerance Quantum computation and Quantum Error Correction
Fault-tolerance Quantum computation and Quantum Error CorrectionFacultad de Informática UCM
 
Cómo construir un chatbot inteligente sin morir en el intento
Cómo construir un chatbot inteligente sin morir en el intentoCómo construir un chatbot inteligente sin morir en el intento
Cómo construir un chatbot inteligente sin morir en el intentoFacultad de Informática UCM
 
Automatic generation of hardware memory architectures for HPC
Automatic generation of hardware memory architectures for HPCAutomatic generation of hardware memory architectures for HPC
Automatic generation of hardware memory architectures for HPCFacultad de Informática UCM
 
Hardware/software security contracts: Principled foundations for building sec...
Hardware/software security contracts: Principled foundations for building sec...Hardware/software security contracts: Principled foundations for building sec...
Hardware/software security contracts: Principled foundations for building sec...Facultad de Informática UCM
 
Jose carlossancho slidesLa seguridad en el desarrollo de software implementad...
Jose carlossancho slidesLa seguridad en el desarrollo de software implementad...Jose carlossancho slidesLa seguridad en el desarrollo de software implementad...
Jose carlossancho slidesLa seguridad en el desarrollo de software implementad...Facultad de Informática UCM
 
Redes neuronales y reinforcement learning. Aplicación en energía eólica.
Redes neuronales y reinforcement learning. Aplicación en energía eólica.Redes neuronales y reinforcement learning. Aplicación en energía eólica.
Redes neuronales y reinforcement learning. Aplicación en energía eólica.Facultad de Informática UCM
 
Challenges and Opportunities for AI and Data analytics in Offshore wind
Challenges and Opportunities for AI and Data analytics in Offshore windChallenges and Opportunities for AI and Data analytics in Offshore wind
Challenges and Opportunities for AI and Data analytics in Offshore windFacultad de Informática UCM
 

More from Facultad de Informática UCM (20)

¿Por qué debemos seguir trabajando en álgebra lineal?
¿Por qué debemos seguir trabajando en álgebra lineal?¿Por qué debemos seguir trabajando en álgebra lineal?
¿Por qué debemos seguir trabajando en álgebra lineal?
 
TECNOPOLÍTICA Y ACTIVISMO DE DATOS: EL MAPEO COMO FORMA DE RESILIENCIA ANTE L...
TECNOPOLÍTICA Y ACTIVISMO DE DATOS: EL MAPEO COMO FORMA DE RESILIENCIA ANTE L...TECNOPOLÍTICA Y ACTIVISMO DE DATOS: EL MAPEO COMO FORMA DE RESILIENCIA ANTE L...
TECNOPOLÍTICA Y ACTIVISMO DE DATOS: EL MAPEO COMO FORMA DE RESILIENCIA ANTE L...
 
DRAC: Designing RISC-V-based Accelerators for next generation Computers
DRAC: Designing RISC-V-based Accelerators for next generation ComputersDRAC: Designing RISC-V-based Accelerators for next generation Computers
DRAC: Designing RISC-V-based Accelerators for next generation Computers
 
uElectronics ongoing activities at ESA
uElectronics ongoing activities at ESAuElectronics ongoing activities at ESA
uElectronics ongoing activities at ESA
 
Tendencias en el diseño de procesadores con arquitectura Arm
Tendencias en el diseño de procesadores con arquitectura ArmTendencias en el diseño de procesadores con arquitectura Arm
Tendencias en el diseño de procesadores con arquitectura Arm
 
Formalizing Mathematics in Lean
Formalizing Mathematics in LeanFormalizing Mathematics in Lean
Formalizing Mathematics in Lean
 
Introduction to Quantum Computing and Quantum Service Oriented Computing
Introduction to Quantum Computing and Quantum Service Oriented ComputingIntroduction to Quantum Computing and Quantum Service Oriented Computing
Introduction to Quantum Computing and Quantum Service Oriented Computing
 
Computer Design Concepts for Machine Learning
Computer Design Concepts for Machine LearningComputer Design Concepts for Machine Learning
Computer Design Concepts for Machine Learning
 
Inteligencia Artificial en la atención sanitaria del futuro
Inteligencia Artificial en la atención sanitaria del futuroInteligencia Artificial en la atención sanitaria del futuro
Inteligencia Artificial en la atención sanitaria del futuro
 
Design Automation Approaches for Real-Time Edge Computing for Science Applic...
 Design Automation Approaches for Real-Time Edge Computing for Science Applic... Design Automation Approaches for Real-Time Edge Computing for Science Applic...
Design Automation Approaches for Real-Time Edge Computing for Science Applic...
 
Estrategias de navegación para robótica móvil de campo: caso de estudio proye...
Estrategias de navegación para robótica móvil de campo: caso de estudio proye...Estrategias de navegación para robótica móvil de campo: caso de estudio proye...
Estrategias de navegación para robótica móvil de campo: caso de estudio proye...
 
Fault-tolerance Quantum computation and Quantum Error Correction
Fault-tolerance Quantum computation and Quantum Error CorrectionFault-tolerance Quantum computation and Quantum Error Correction
Fault-tolerance Quantum computation and Quantum Error Correction
 
Cómo construir un chatbot inteligente sin morir en el intento
Cómo construir un chatbot inteligente sin morir en el intentoCómo construir un chatbot inteligente sin morir en el intento
Cómo construir un chatbot inteligente sin morir en el intento
 
Automatic generation of hardware memory architectures for HPC
Automatic generation of hardware memory architectures for HPCAutomatic generation of hardware memory architectures for HPC
Automatic generation of hardware memory architectures for HPC
 
Type and proof structures for concurrency
Type and proof structures for concurrencyType and proof structures for concurrency
Type and proof structures for concurrency
 
Hardware/software security contracts: Principled foundations for building sec...
Hardware/software security contracts: Principled foundations for building sec...Hardware/software security contracts: Principled foundations for building sec...
Hardware/software security contracts: Principled foundations for building sec...
 
Jose carlossancho slidesLa seguridad en el desarrollo de software implementad...
Jose carlossancho slidesLa seguridad en el desarrollo de software implementad...Jose carlossancho slidesLa seguridad en el desarrollo de software implementad...
Jose carlossancho slidesLa seguridad en el desarrollo de software implementad...
 
Do you trust your artificial intelligence system?
Do you trust your artificial intelligence system?Do you trust your artificial intelligence system?
Do you trust your artificial intelligence system?
 
Redes neuronales y reinforcement learning. Aplicación en energía eólica.
Redes neuronales y reinforcement learning. Aplicación en energía eólica.Redes neuronales y reinforcement learning. Aplicación en energía eólica.
Redes neuronales y reinforcement learning. Aplicación en energía eólica.
 
Challenges and Opportunities for AI and Data analytics in Offshore wind
Challenges and Opportunities for AI and Data analytics in Offshore windChallenges and Opportunities for AI and Data analytics in Offshore wind
Challenges and Opportunities for AI and Data analytics in Offshore wind
 

Recently uploaded

Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startQuintin Balsdon
 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueBhangaleSonal
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Arindam Chakraborty, Ph.D., P.E. (CA, TX)
 
University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdfKamal Acharya
 
Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayEpec Engineered Technologies
 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXssuser89054b
 
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Bookingdharasingh5698
 
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Bookingdharasingh5698
 
Unleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leapUnleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leapRishantSharmaFr
 
COST-EFFETIVE and Energy Efficient BUILDINGS ptx
COST-EFFETIVE  and Energy Efficient BUILDINGS ptxCOST-EFFETIVE  and Energy Efficient BUILDINGS ptx
COST-EFFETIVE and Energy Efficient BUILDINGS ptxJIT KUMAR GUPTA
 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...roncy bisnoi
 
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...SUHANI PANDEY
 
22-prompt engineering noted slide shown.pdf
22-prompt engineering noted slide shown.pdf22-prompt engineering noted slide shown.pdf
22-prompt engineering noted slide shown.pdf203318pmpc
 
Unit 2- Effective stress & Permeability.pdf
Unit 2- Effective stress & Permeability.pdfUnit 2- Effective stress & Permeability.pdf
Unit 2- Effective stress & Permeability.pdfRagavanV2
 
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoorTop Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoordharasingh5698
 
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlyKubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlysanyuktamishra911
 
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Standamitlee9823
 

Recently uploaded (20)

Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the start
 
Double Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torqueDouble Revolving field theory-how the rotor develops torque
Double Revolving field theory-how the rotor develops torque
 
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
Navigating Complexity: The Role of Trusted Partners and VIAS3D in Dassault Sy...
 
University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdf
 
Standard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power PlayStandard vs Custom Battery Packs - Decoding the Power Play
Standard vs Custom Battery Packs - Decoding the Power Play
 
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
(INDIRA) Call Girl Meerut Call Now 8617697112 Meerut Escorts 24x7
 
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
 
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
 
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar  ≼🔝 Delhi door step de...
Call Now ≽ 9953056974 ≼🔝 Call Girls In New Ashok Nagar ≼🔝 Delhi door step de...
 
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
 
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Ankleshwar 7001035870 Whatsapp Number, 24/07 Booking
 
Unleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leapUnleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leap
 
COST-EFFETIVE and Energy Efficient BUILDINGS ptx
COST-EFFETIVE  and Energy Efficient BUILDINGS ptxCOST-EFFETIVE  and Energy Efficient BUILDINGS ptx
COST-EFFETIVE and Energy Efficient BUILDINGS ptx
 
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
Call Girls Pimpri Chinchwad Call Me 7737669865 Budget Friendly No Advance Boo...
 
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
VIP Model Call Girls Kothrud ( Pune ) Call ON 8005736733 Starting From 5K to ...
 
22-prompt engineering noted slide shown.pdf
22-prompt engineering noted slide shown.pdf22-prompt engineering noted slide shown.pdf
22-prompt engineering noted slide shown.pdf
 
Unit 2- Effective stress & Permeability.pdf
Unit 2- Effective stress & Permeability.pdfUnit 2- Effective stress & Permeability.pdf
Unit 2- Effective stress & Permeability.pdf
 
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoorTop Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
Top Rated Call Girls In chittoor 📱 {7001035870} VIP Escorts chittoor
 
KubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghlyKubeKraft presentation @CloudNativeHooghly
KubeKraft presentation @CloudNativeHooghly
 
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night StandCall Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Bangalore ☎ 7737669865 🥵 Book Your One night Stand
 

Artificial Intelligence in the startup world

  • 2. © Vicarious, 2018 AI in Startups Dr Stelios Kapetanakis University of Brighton, UK
  • 3. Speaker u Dr Stelios Kapetanakis u Director of the Knowledge Engineering Group, CEM, Brighton u Head of Research and Development for Gluru, Ltd. u Member of the British Specialist Group in Artificial Intelligence
  • 4. Disclaimer “Any views you hear today are related solely to the presenter and they don’t represent in any way the University of Brighton, Gluru Ltd. or any other organisation the presenter has worked for or collaborated with in the past”
  • 5. AI and Startups u Artificial Intelligence u Startups u Startups and Universities
  • 6. AI is around us: We live in An AI world AI? Is around us?: We live in An AI? World?
  • 7. What is AI? u 1956: AI Start u 1973: The Fall – AI Winter I – u 1980: Rise in Japan u 1987: - AI Winter II – u 1993 – 2011 – The Victory of the neats u 2011 - ? © Fandom - Smite, 2018 “An ancient wish to forge the gods”
  • 9. AI Technology u Core Tech u AI u Deep Learning u Machine Learning u NLP Platforms u Predictive APIs u Image Recognition u Speech Recognition u Rethinking Industries u AdTech u Agriculture u Education u Finance u Legal u Manufacturing u Medical u Oil/Gas u Media/Content u Consumer Finance u Philanthropies u Automotive u Diagnostics u Retail u Rethinking Enterprise u Sales u Security u Fraud Detection u HR/Recruiting Marketing u Personal Assistant u Intelligence Tools u Rethinking Humans/ HCI u Augmented Reality u Gestural Computing u Robotics u Emotional Recognition u Supporting Technologies u Hardware u Data Preparation u Data Collection © techemergence.com
  • 10. AI Technology - Shares u Autonomous robots: 31% (3,582 – 13,927) u (including self-driving vehicles) u Digital assistants: 30% (2,175 – 8,075) u (e.g., Siri, automated online assistants) u Neurocomputers: 22% (1,590 – 4,685) u Embedded systems: 19% (877 – 2,095) u (machine monitoring and control systems) u Expert systems: 12% (7,055 – 12,433) u (e.g., medical decision support systems, smart grid) u Others: 5% Numbers are in million $
  • 11. AI and startups “I think it’s tempting for every entrepreneur to package his or her company as an AI company, and it’s tempting for every VC to want to say ‘I’m an AI investor.’” “The startups that made up a story that isn’t fulfillable, and fooled VCs into investing because they don’t know better.” Dr. Kai-Fu Lee
  • 12. Startup spectrum – What is a startup? “A startup is a company working to solve a problem where the solution is not obvious and success is not guaranteed” Neil Blumenthal, cofounder and co-CEO of Warby Parker. “Startup is a state of mind” Adora Cheung, cofounder and CEO of Homejoy
  • 14. Startup Spectrum – past years u Vicarious, 2013 u Watson, Deepmind, 2014 u 6sense, Botanic.io, Arria, Automation Insights, Banjo, ID Avatars, Infer, MindMeld, Mintigo, Presado, Skytree, Sense.ly, X.ai, Viv Labs, 2015 u Magic Pony, Blackbird Technologies, Appier, 2016 u SenseTime, Flatiron Health, Directly, Element AI, H2O, UiPath, Pony.ai, C3 IoT, Banjo, Tempus Labs, Stem, InsideSales.com, Dataminr, HyperScience, Vivint, Anki, CloudMinds, Ayasi, iCarbonX, CrowdStrike, Cylance, Tetra, Nuro, SoundHound, 2018
  • 15. Gluru Spectrum u AN AI-powered customer experience management (CEM) solution provider that seamlessly integrates with your existing customer relationship management (CRM) platform to enable your business to proactively engage with its customers. By leveraging your new or existing knowledge, GLURU uses its multi-patented AI technology - known as MIND - to dialogue with your customers and guide them towards the knowledge they seek. In doing so, GLURU reduces the friction between businesses and users by making it incredibly easy for you to convert your customer's interests into successful outcomes
  • 16. How startups work u The Startup Mentality u Top layer u Middle layer u Back end u Figures u Rewards u Free.. Coffee u Work from home u Cart Racing
  • 17. Startup Goals and Promises u MVP u Private Beta Launch u Key Hire u Redesign – Iteration u Public Beta u Major Milestone u First investment round 1 2 3
  • 18. Startup Selling Patterns u Identify your buyer u Having a good business idea u Communicate it u Understand your market u Problem Solving u Have the right people u Get the right finding u Adapt u Real world use cases
  • 19. Iterations and Internal Dev Cycles u The Lean startup u The perfect business plan.. u Does not exist….
  • 20. Crossing the Valley of Death u Growth patterns u Funding stagnation hits
  • 21. Achievers vs. Tricksters u Startups are selling AI u A few have a good idea u Fewer can succeed with what they have promised to achieve.. u At the moment we have more than 3500 AI startups in the world(!) u How many they will be next year?
  • 22. The other side u Be unique u Be the 1st u Reuse u No… u SELL u Buy the 1st u SELL u ……Run uSELL
  • 23. Companies vs. Universities u Universities do the work and companies make profit, hire talent and take the credit u Top AI researchers in universities are poached by Silicon Valley firms u Train the next generation
  • 24. Observations u At the moment 75% of the AI talent works for.. Companies type Google u Neural Information Processing Systems sells within 11 minutes and 38 seconds… u Blurring line between public & private sectors
  • 25. Vision for the future u KTPS and KTNs are a first step support collaboration u Good projects should be driven by universities u Startups and Universities should work hand by hand u State role in funding high risk long term research u National AI…