Global freedom, peace, environmental protection, progress and prosperity
We firmly believe that scientific exploration and the complete decoding of human intelligence, of human consciousness in general, and of identity awareness in particular, is the
most important and at the same time utmost benefit of humanity.
The objective justification of this priority hypothesis is very complex and also affects many other areas of research - especially neurosciences, economics, ecology, Computer science
and the theory of science. You will find the detailed justification in the appendix to download as PDF file.
Just as David Chalmers has put it together with many others, it is about the 'hard problem' of consciousness and a successful modeling of those solutions in the artificial Intelligence
and not primarily as a technical application, but rather as proof of the coherence of the solutions of the neurosciences.
Now you will surely wonder what a successful, non-commercial modeling of human, intelligent consciousness is as a purely scientific application of an artificial one
Computer Intelligence (AI) has to do with the above-mentioned theme of global freedom, peace, environmental protection, progress and prosperity in direct relation. This connection
will be analyzed and presented in detail in the following chapters of this study.
The research of the neurosciences is to be seen as a significant groundbreaking main science and for example the computer science is seen in this context 'only' as
Auxiliary science, even though the IT challenges are extremely demanding.
We politely point out that in this study, neurophilosophy is considered and applied as a sub-science of neuroscience.
Axel Arnold Bangert Herzogenrath solves the Hard Problem, the Qualia-Problem of Artificial Intelligence ( AI ) and the Identity Theory Model Problem for Migration Theories -
Axel Arnold Bangert Herzogenrath löst das Harte Problem , das Qualia-Problem der Künstlichen Intelligenz ( KI ) und das Identitätstheorie Modell Problem für die Migrationstheorien
Auszug:
... eine ausführliche Darstellung der Widerlegung finden Sie auf der Präsenz von I-Ki-BA . Dieses Thema hängt in sofern mit den Migrationstheorien und den diesbezüglichen Identitätstheorien
zusammen, als Identität in engestem Bezug zu den Neurowissenschaften hier zum ersten Mal algorithmisch erzeugt werden könnte. Letztlich werden damit dann Integrations- und Inklusionstheorien
zum ersten Mal modellgestützt valide überprüfbar ...
das Spezialgebiet nennt sich Cultural Neuroscience. Andere Spezialgebiete sind z.B. die Social Neuroscience, Cognitive Neuroscience, Affective Neuroscience, Neuroanthropology etc. Es wird
erwartet, dass sich das Arbeitsgebiet und der Forschungsumfang der Cultural Neuroscience exponentiell steigen wird. Dies hängt mit der zu erwartenden exponentiellen Steigerung der
Migrationsraten durch Klimamigration zusammen. Zu diesen und anderen Zusammenhängen, finden Sie Kurse in
I-KI-BA-Courses
Aachen Bangert - RWTH Themen - Bangert Aachen,
Artificial General Intelligence AGI -- Künstliche Allgemeine Intelligenz KAI > 10 Jahre,
Extensions of Moser-Bangert Theory,
Bangert Theory,
Moser Theory,
Locally Minimal Solutions,
Deep Reinforcement Learning,
Neuromorphic Hardware,
Human Augmentation,
5G,
Serverless PaaS,
Digital Twin,
Quantum Computing,
Volumetric Displays,
Brain-Computer Interface,
Conversational User Interfaces,
Smart Workspace,,
Auf dem Höhepunkt:,
Augmented Data Discovery,
Edge Computing,
Smart Robots,
IoT Platform,
Virtual Assistants,
Connected Home,
Deep Learning,
Machine Learning,
Autonomous Vehicles,
Nanotube Electronics,
Cognitive Computing,
Blockchain,
Commercial UAVs (Drones),,
Im Absteigen:,
Cognitive Expert Advisors,
Enterprise Taxonomy and Ontology Management,
Software-Defined Security,
Augmented Reality,,
Aufsteigende Desillusionsphase:,
Virtual Reality,
1. AIBrain,
Based in California AIBrain is an artificial intelligence company that builds AI solutions for smartphones and robotics applications. It three products: AICoRE the AI agent
iRSP an intelligent robot software platform and Futurable a future simulation AI game where every character is a fully autonomous AI. The focus of their work is to develop
artificial intelligence infused with the human skill set of problem solving learning and memory.,,
2. Amazon,
The online retail giant offers both consumer and business-oriented AI products and services. Amazon Echo brings artificial intelligence into the home through the intelligent
voice
server Alexa. For AWS the company has three primary services: Lex a business version of Alexa Polly which turns text to speech and Rekognition an image recognition
service
3. Anki
Anki is dedicated to bringing consumer robotics into everyday life through its Cozmo and Anki Overdrive products. Cozmo is Anki’s flagship robot. Cozmo has been described as one
of the most sophisticated consumer robots to date due to its emotional responses while Overdrive is a car racing game complete with track.,,
4. Apple,
Apple has acquired four artificial intelligence startups within the past two years demonstrating its big step into the artificial intelligence sphere. One of them became the
bases for FaceID a facial recognition security system. The bulk of the company’s work is around Siri Apple’s virtual assistant but as usual Apple is tight-lipped about plans.
It recently poached Google’s AI chief which will undoubtedly help its efforts and further the acrimony with Google.,,
5. Banjo,
Raising over $100 million last year Banjo makes use of artificial intelligence to comb through social media and identify real-time events and situations that are important to its
partners. The startup was developed after the Boston Marathon bombing in 2013 as a way for companies to analyze social media to make better decisions move faster, and change the
way they understand and interact with people all over the world.,,
6. CloudMinds,
CloudMinds is developing what it calls an end-to-end cloud intelligence (CI) system called Human Augmented Robotics Intelligence (HARI) platform for robots. CI is different from
AI in that it combines machines with humans rather than treating them as separate entities. This allows the robot to be controlled by human beings. It also offers the Mobile
Intranet Cloud Services (MCS) provides information security for remote robot control.,,
7. Deepmind,
Not a product company Deepmind is nonetheless a major leader because of its role in AI research. Based in London it recruits heavily from Oxford and Cambridge which are leading
the way in AI and ML research. Its research papers are widely read as soon as they are published. Google (see below) acquired DeepMind.,,
8. Facebook,
Facebook AI Research (FAIR) has four artificial intelligence labs around the world all designed to give better understanding to how people communicate. The company has also made
four recent AI-related acquisitions the most recent being Ozlo to help Messenger build out a more elaborate virtual assistant for users.,,
9. Google,
Google clearly a leader in AI is on a massive AI acquisition binge having acquired 12 AI startups in four years. Google is deeply invested in furthering artificial intelligence
capabilities. Rather than selling a product to the market Google’s AI efforts are all oriented toward improving its services. It has a major software project in TensorFlow as
well as its own Tensor AI chip project.,,
10. H2O,
Used by more than 100000 data scientists at more than 12600 organizations worldwide H2O claims to be "the world's leading open source deep learning platform." The company's
products include its H2O platform the Deep Water interface that unites leading open source deep learning tools with H2O the Sparkling Water framework that combines H2O and
Spark the Steam AI Engine for developers and Driverless AI which promises "AI to do AI." Its customer list includes large enterprises like Capital One Progressive Insurance
Transamerica Comcast Macy's and Walgreens.,,
11. IBM,
IBM has been a leader in the field of artificial intelligence since the 1950s. Its efforts these days are around IBM Watson such as a AI-based cognitive service AI software as a
service and scale-out systems designed for delivering cloud-based analytics and AI services. It too has been acquisitive purchasing three AI startups in recent years.,,
12. iCarbonX,
iCarbonX is a Chinese biotech startup which uses artificial intelligence to provide personalized health analyses and health index predictions. It has formed an alliance with
seven
technology companies from around the world that specialize in gathering different types of health-care data and will use algorithms to analyze genomic physiological and
behavioral data and provide customized health and medical advice.,,
13. Intel,
Intel has conducted two major AI acquisitions Nervana and Movidius. Nervana is a deep learning processor while Movidius is geared toward neural networks on Windows systems. In
addition to numerous acquisitions Intel has also invested in several AI startups along with Microsoft. Intel is also providing AI acceleration for Microsoft’s Bing search engine
via its Arria FPGA processors.,,
14. Iris AI,
Iris AI helps researchers sort through scientific work and research to find the relevant information and as it is used it learns how to make better searchers. Since its launch
120 000 people have tried the service some becoming regular users. It recently released Iris.ai 4.0 which adds the Focus tool an intelligent mechanism to refine and collate a
reading list of research literature cutting out a huge amount of manual effort.,,
15. Microsoft,
Microsoft has a mix of consumer-facing and business/IT AI projects. On the consumer side it has Cortana the digital assistant that comes with Windows and now is available for
smartphones other than Windows Phone and the chatbot Zo that talks like a teenager. On its Azure cloud service Microsoft has AI services such as bot services machine learning
and cognitive services.,,
16. Next IT,
Next IT is one of the original companies that pioneered chatbots and has helped companies such as Alaska Airlines and Amtrak to easily interact with customers to answer and solve
their problems. Their artificial intelligence capabilities allow them to help organizations in a variety of industries including healthcare and insurance.,,
17. Nvidia,
Nvidia’s emergence as an AI leader was hardly overnight. It has been promoting its CUDA GPU programming language for nearly two decades. AI developers have come to see the value
in the GPU’s massively parallel processing design and embraced Nvidia GPUs for machine learning and artificial intelligence. One area Nvidia is making a big push is in
self-driving cars but it is one of many efforts.,,
18. OpenAI,
OpenAI has something of an open source spirit. It’s a research firm that aims to promote and develop AI so as to benefit humanity as a whole. The organization aims to "freely
collaborate" with other institutions and researchers by making its patents and research open to the public. It has an all-star staff of employees who publish widely-read research
papers and offer open source tools.,,
19. Salesforce,
Over the past two years Salesforce has acquired three AI companies and recently announced Salesforce Einstein their artificial intelligence service. Their latest initiative
which includes a team of 175 data scientists uses machine learning to help employees more efficiently perform tasks by simplifying and speeding them up. In addition to
Salesforce’s own employees Einstein will be available for customers who can build their own applications.,,
20. SoundHound,
SoundHound is known for its music-identification app Hound but it also has one of the most advanced and accurate platforms for natural language processing for doing all kinds of
voice-to-text queries. Among those enterprises who have implemented it are Samsung Nvidia Sony’s Xperia Yelp and Uber.,,
21. Twilio,
Twilio is a cloud communications platform as a service (PaaS) company that allows software developers to integrate text messages phone calls and video calls into applications
through the use of various APIs. Twilio's services are accessed over HTTP and are billed based on usage.,,
22. Twitter,
Twitter has invested significant funds into artificial intelligence. They have acquired 4 AI companies to date. Their latest acquisition of the AI tech startup Magic Pony cost
them a cool $150 million. A while back Twitter introduced a so-called algorithmic timeline that ranked tweets based on relevance instead of the usual reverse chronological order.
The company has also added AI to recommend certain tweets in users' timelines.,,
23. ViSenze,
ViSenze’s artificial intelligence technology works by recommending visually similar items to users when shopping online. ViSenze utilizes machine learning and computer vision
algorithms which process and analyze millions of visual content. It uses visual sensing to find a match for an item online then offers filters for pricing similarity and
availability.,,
24. X.ai,
Geared for busy users x.ai’s intelligence virtual assistant Amy helps users schedule meetings. The concept is simple — if you receive a meeting request but don’t have time to
work out logistics you copy Amy onto the email and she handles it. Through machine learning and natural language processing Amy schedules the best time and location for your
meeting based on your preferences and schedule.,,
25. Zebra Medical Vision,
Zebra Medical Systems is an Israeli company that applies deep learning techniques to the field of radiology. It claims it can predict multiple diseases with better-than-human
accuracy by examining a huge library of medical images and a specialized examination technology. It recently moved its algorithms to Google’s cloud to help it scale and offers $1
medical scans.
Alan Macintosh
Alan Turing
Alexander Rausch
Alexandra Ruez
Alexandre Cadain
Alexandre Lebrun
Alexandre Sapet
Alexandre Valette
Alexia Audevart
Alfred North Whitehead
Alice Coucke
Alix de Sagazan
Allen Newell
Alonzo Church
Amyne Berrada
André Pietri
Andrej Karpathy
Andrew Ng
Anis Sahbani
Anish Athalye
Anna Patterson
Anthony Aguirre
Antoine Bordes
Antoine Jeanjean
Aristote
Arnaud Le Roux
Arthur Sadoun
Arthur Samuel
Assia Soukane
Aurélie Jean
Aurélien Garivier
Avrim Blum
Axelle Tessandier
Barbara Belvisi
Bénédicte de Raphélis Soissan
Benoît Gourdon
Benoit Heitz
Bernard Ourghanlian
Bertrand Braunschweig
Bertrand Russell
Bill Gates
Brent Hoberman
Brian Krzanich
Camille Pène
Carlo Ratti
Caroline Chavier?
Catherine Bracy
Catherine Delaunay
Cécile Maisonneuve
Cédric Archambeau
Cédric Vasseur
Cédric Villani
Charles Ollion
Chiara Biscaro
Chloé-Agathe Azencott
Chris Lattner
Christian Plagemann
Christine Balagué
Christine Kerdellant
Christophe Bourguignat
Christophe Dany
Christophe Tricot
Christopher Ré
Claude Shannon
Cliff Shaw
Cordelia Schmid
Csaba Szepesvari
Cynthia Breazeal
Damien Ernst
Dan Klein
Daniel Zhang
Daphne Koller
David Gouveia
David Menga
David Ofer
David Sadek
Dean Pomerleau
Demis Hassabis
Descartes
Dileep George
Doina Precup
Dominique Cardon
Dominique Roux
Donald Michie
Edward Fredkin
Elad Benjamin
Elon Musk
Emmanuel Mogenet
Emmanuel Vignon
Eneko Agirre
Éric Horvitz
Eric Schmidt
Ernst Dickmanns
Ethan Jackson
Fabrice Hadjadj
Fanny Riols
Feng Niu
Florence Puybareau
Francis Bach
Francis Jutand
Franck Bardol
Franck Goron
François Chollet
François Clautiaux
François Moreuil
Francois Sillion
Françoise Soulié-Fogelman
Gary Marcus
Geoffrey Hinton
George Church
Ghislain de Pierrefeu
Gilles Dowek
Gilles Grangé
Ginni Rometty
Glen Berseth
Gottfried Leibniz
Grant Van Horn
Greg Estes
Guillaume Champeau
Guillaume Lample
Guillaume Michiels
Guillermo Webster
Hadelin de Ponteves
Haiyan Zhang
Harold Cohen
Harry Shum
Henri Prade
Henri Sanson
Herbert Simon
Héron d'Alexandrie
Homer Dudley
Hubert Wassner
Hugo Larochelle
Ian Horswill
Igor Carron
Irénée Régnauld
Isabelle Falque-Pierrotin
Isabelle Galy
Isabelle Ryl
Jaan Tallinn
Jack Ma
Jacob Colker
Jacques Pitrat
James F. Allen
Jan Pfeifes
Javier de la Torre
Jean Audouze
Jean Ponce
Jean Senellart
Jean-Baptiste Lefèvre
Jean-Claude HEUDIN
Jean-David Chamboredon
Jean-Gabriel Ganascia
Jean-Hervé Lorenzi
Jean-Michel Cambot
Jean-Paul Delahaye
Jean-Paul Haton
Jean-Philippe Desbiolles
Jean-Régis de Vauplane
Jeff Bezos
Jeff Dean
Jeffrey Dean
Jen-Hsun Huang
Jeremy Harroch
Jérôme Lang
Jérôme Monceaux
Jérôme Pesenti
Jim Keller
Jodie Wallis
Joëlle Pineau
John Giannandrea
John Laird
John McCarthy
John Somorjai
Joseph Weizanbaum
Julien Hobeika
Julien Simon
Julien-Henri Maurice
KangKang Yin
Kenza Ibnattya
Kevin Kwok
Kirill Eremenko
Laura Grigori
Laurence Cornez
Laurence Devillers
Laurent Alexandre
Laurent Fourchard
Lee Man-Seob
Leonore Blum
Lionel Janin
Logan Engstrom
Lotfi Zadeh
Luca Comparini
Ludovic Denoyer
Ludovic Ulrich
Ludwig Wittgenstein
Lukas Erlebach
Lynn Andrea Stein
Maël Primet
Malte Widenka
Manu Gulati
Manuel Blum
Manuel Davy
Manuel Mirabel
Marc Duranton
Marc Schoenauer
Margaret Masterman
Maria-Irina Nicolae
Mark Zuckerberg
Marvin Minsky
Maryne Cotty-Eslous
Mathieu Sinn
Max Tegmark
Maya Gupta
Meia Chita-Tegmark
Mélanie Ducoffe
Merouane Debbah
Michael Cafarella
Michael Fester
Michel Béra
Michel Lutz
Michel Melkanoff
Michèle Sebag
Michiel van de Panne
Mickael Guerin
Mikel Artetxe
Milie Taing
Monique Baron
Monique Dagnaud
Mounir Mahjoubi
Mustafa Suleyman
Myriam Ferran
Nathan Rochester
Nathanaël Ackerman
Newton Howard
Nicolas Bouzou
Nicolas Marlier
Nicolas Meric
Nicolas Miailhe
Nicolas Negroponte
Nicolas Nova
Nicolas Sadirac
Nicolas Sekkaki
Niklas Zennström
Nikos Paragios
Nikunj Oza
Nils Schaetti
Noam Brown
Nozha Boujemaa
Olivier Bousquet
Olivier Mégean
Orit Shifman
Pascal
Pascal Bezuel
Pascal Cochelin
Pascal Vincent
Patrick Johnson
Patrick Séguéla
Paul Allen
Paul Duan
Paul Rosenbloom
Percy Liang
Peter Diamandis
Peter Richtarik
Phil Libin
Philippe Cassoulat
Philippe Thomas
Pierre Aigrin
Pierre Schnaeffer
Pierre-Antoine Rizk
Pooja Rao
Pradeep Ravikumar
Rachel Delacour
Ramesh Caussy
Ramon Lulle
Rand Hindi
Raphaël Cherrier
Raphael Hoffmann
Raquel Urtasun
Raul Bravo
Ray Kurweil
Rémi Aubert
Rémi Munos
Rick Levin
Robin Li Yanhong
Rodney Brooks
Rodolphe Gelin
Romain Passilly
Romain Sambarino
Rowan Trollope
Rudolf Carnap
Ryan Scout
Saad Zniber
Salvador Luria
Sandrine Macé
Satya Nadella
Saul Perlmutter
Scott Huffman
Sean Meyn
Seann Gardiner
Sebastian Nowozin
Sebastian Thrun
Serge Tisseron
Seungil You
Sheena Urwin
Spencer Crawley
Stefan Behrens
Stéphane Mallard
Stéphane Mallat
Stephen Hawkins
Steve Wozniak
Stuart Russell
Sundar Pichai
Susan Wojcicki
Swami Sivasubramanian
Sylvain Theveniaud
Terry Winograd
Thibault Neveu
Thierry Breton
Thierry Nicol
Thomas Hobbes
Thomas Kerjean
Thomas Solignac
Thomas Tributsch
Tim Cook
Tim Tuttle
Tom Gruber
Tuomas Sandholm
Valérie Peugeot
Viktoriya Krakovna
von Neumann
Walter Rosenblith
Wolfgang von Kempelen
Xavier Dalloz
Xavier Niel
Xue Bin Peng
Yaacob Ibrahim
Yann Fleureau
Yann Gouedo
Yann LeCun
Yoshihisa Yamamoto
Yoshua Bengio
Yu Dong
Zhang Tong
Startups:,
Aivo
DeepVision
VU Security
Black AI
BRiN
Fillr
Filtered
Fincast
Heliex
HIVERY
Hummingbird AI PTY Ltd.
Hyper Anna
iCetana
Jemsoft
Longtail UX Pty Ltd
Maxwell MRI
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Semantic Software
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Take
TIKAL TECH
Tobyto
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360pi Corp.
42 Technologies
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Afinin Labs
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Alitheia Technologies Inc.
Analytics 4 Life
Angoss Software
Applied Brain Research
Apprento
Arcbees
Ark Paradigm
Automat
AVA Technologies Inc
Avidbots
Beagle
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Blue J Legal
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BubbleGlass Real Estate Market Forecasting - A Worthwhile PLC Company
C2RO Robotics
Caspy
chata.ai
CityZeen Inc
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Contextere
Corporate IQ Solutions Inc.
Cyclica
D-Wave Systems
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Damon X Labs
Datacratic
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Deep Diagnostics
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Disrupted Logic
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Eigen Innovations
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Fire Out
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Flybits
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FTSY
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Granata Decision Systems
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Intellogo Inc.
Internuncio Technologies Inc.
Interset
Invenia
Iota Security
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Jibestream
Keatex
Kiwi.ai
Knockri
Knote
Knowillage
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RAANGE Inc.
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reDock
Responsive.AI
Roof Ai
Rubikloud
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Sportlogiq
StackAdapt
Syngli
tealbook
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Terrene
ThinkCX
Thirdshelf
TritonWear
Tylio
UCW Labs Ltd.
Unata
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Usful
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Wriber
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Wysdom
Xtract AI
Zoom.ai
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NotCo
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Social Credits
SOKBUY
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South IT College
Ston Robot
Summba
SuperCloud
Synced
Synyi
TaoDataRobot
Tcxy
Techpami
Techvalley
ThinkingGame
Tinavi
Tmirob
Toaero
TOMY
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UBTECH
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Uisee
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Uurobot
Versa
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VideoPlusPlus
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WeCash
Weishikj
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Yimian
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YOGO
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ZeroZero
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DILE
Name
Decisso
GoodAI
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TrustPort
Blackwood Seven
Conyak
Corti
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Dixa
Forecast
Praice
Relinklabs
Simplyture
Spektral
UIzard
Unsilo
WideBot
AlphaBlues
Skuuper
Starship Technologies
Teamscope
Aigiant
Aikumo
Aivan Innovations City
AlvinOne
Bilot Oy
Bizmind
BrandBastion
Chaos Architects
Claned
CLANED
Codator Oy
Collective Crunch
DAIN Studios Oy
Digital Workforce
Fibo
Fimmic Oy
Fleetonomy.ai Oy
Get Jenny
GIM-Generic Intelligent Machines
Glosg.com Ltd.
Headai
Herculex.ai
Herman IT
Iris.ai
Kievu / Klevu?
Kirontech
Kontoor
Kwork
Lumoa
MOPRIM
Pikku Robotti
Reaktor
SC5 (part of Nordcloud Group)
Shoulders of Giants
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Teqmine Analytics
The Curious AI Company
Top Data Science
TrademarkNow
Ultimate AI
Utopia Analytics
Valossa
WordDive
ZenRobotics
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Aiva Technologies
Aldebaran
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Antidot
Ava
Axyn
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Beyable
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Botfuel
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Davi
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Do You Dream Up
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EasyMile
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eXenSa
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Inato
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Invenis
JAM
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Karos
Kayrros
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Khresterion
LabSense
LightOn
Lili.ai
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LiveMon
Maddie.ie
MailClark
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MindLytiX
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NAVER LABS Europe
NAVYA
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Pixyl Medical
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Proxem
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Smart Me Up
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149 Technologies
5Analytics
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Ada
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arago
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AVA
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Digital Car Institute
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e-bot7
ENWAY
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ExB
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EyeEm
EyeQuant
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fredknows.IT
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goedle.io
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PEAT
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Planet
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Versus
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Weps
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Xamla
Xbird
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ARTHA
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AImotive
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HandInScan
Scarab Research
Synetiq
Ultinous
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22Motors
Accelo
Adoro Marketplace
Advenio TecnoSys
Agora Analytics
Aindra Systems
Appnings Software Solutions Pvt Ltd
ArrowAI
Artivatic
Arya
Authbase
Blubyn AI Ventures Pvt. Ltd
boxx.ai
clerro
Clodura Systems
Contentop
Corseco Technologies Private Limited
CrediWatch
CURIE Labs
CVViZ
Dealizen
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EdGE Networks Pvt. Ltd.
elth.ai
ENIXTA Innovations Pvt Ltd
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FeltSo
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GetYana
HAL Robotics
Hocrox
Hugefly Technologies
iKen Solutions Pvt. Ltd.
Instahyre
InvenZone
Ketchupp
Kooki
Lawbot
Manthan
Mantra Labs pvt Ltd
Mate Labs
Mihup Communications
Monsoon CreditTech
NaturalText
Niki.ai
nimoy.ai
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Orbo
PiQube
Playment
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Relatas - Sales AI
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Roofpik
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Senseforth Technologies Pvt Ltd
SigTuple
Skillate
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Staqu
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TARS
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Elektronik Virtual Asisten (EVA.id)
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LYKE
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Aug-Mental
Babator
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Bidalgo
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Meekan
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moonshot
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n-Join
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OurCart
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Proov
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SKYX
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SnatchBot
Source Defense
Splitit
Splitty
Spotad
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Spree
SuperCom
Superfy
SuperSmart
Sure Universal
SureSpot
sweetch
Syte
Syte ai
Taliz Diagnostics
TankU
TapReason
TARANIS
Tarya
TechSee
Textlab
ThetaRay
Tie - Predictive Analytics
Tiidan
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TipRanks
Tomobox
Tonkean
Transmit Security
Trapica Labs
Travelyo
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Twiggle
Twistlock
Ubimo
udobu
Unbotify
Upsolver
Upstream
Vala
VATBox
Vault
VaultML
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vBrand
Vectored Photonics
Verbit.ai
Verifyoo
Verum View
vHive
Vicarius
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viisights
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walkme
Water.io
Way2Vat
WebyClip
weebo
WhoPaze
windward
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Wiseye
Wisor
WonderVoice
Workey
Workey
XRVision
YapQ
You Appi
Zebra Medical Vision Ltd
Zirra
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Addfor
Axyon.ai
Celi Language Technology
Cogisen
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Expert System
Holsys
Innaas
INNAAS
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Nextwin
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Pedius
QuestIT
Revotree
Sentetic
Tooso
Unfraud
ABEJA
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Affectiva
AI Academy
AI inside
AI Messenger
AI Samurai
AI Squared
AI Travel
AIBeacon
Aissy
Amy Agent
Amy Insight
Amy Optimizer
Anews
b-dash
Bambooshoot
Basis Technology
Bita
BizRobo
BizteX
BRAIN CO.Ltd.
CAIWA Service
Chainer
Chat Plus
ChatCenter.io
Cogent Labs
Cooori
Couger
Curon
Customer Rings
Deaps
DeepAnalytics
Dentry
EduLab
Eltes
Empath
EXA AI SmartQA
Farmnote Color
FastAlert
Foxsy
Glit
Gozal
Headwaters
Heroz Japan
hitTO
Holoeyes
HowMa
HRMos
Jinjer
Kakeibon
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Labellio
LeapMind Inc.
Lemon
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MAJIN
Make Repeater
Miss.AI
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Mji
Motion Elements
Musio
My-ope office
Newsdeck
Next-System
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OK SKY
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Preferred Networks Inc
QA Engine
Qubena
Rebot
Rei Frontier
Repl-AI
Sales Base Nikita
Scnnr
SCORER
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SHaiN
Silver Egg Technology
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Soinn
Spectee
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Suumo
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TalentBase
Talk QA
Tamecco
TensorFlow
TrueTALK
TrueText
Vrchel
VRCon
YarakuZen
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ZenClerk
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ZMP
Ciapple
Brave Venture Labs
Jobonics
Apply - Custom Artificial Intelligence
Nordigen
XOresearch
Devs.LT
Feedpresso
Sendato
LuxAI
Centaurus Technology
Workspez
Hippo Data
ReaQta
Apli
Botlers
Gus Chat
HeyBOB
Klustera
Unelma Platforms
2getthere
8vance
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Aidence
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BotBoys
Braingineers
Brise
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Connecterra
Crobox
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Flow.ai
FOBISS
Harver
Letz
Owlin
Recruitz.io
ReSnap
Scyfer
Sightcorp
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SPOSEA
UHX
X2AI
YaDo-VR
Cove
Polany.io
Prime Tenancy
Rock.ai
Soul Machines
TaskPace
Brindocorp
Dochase Ads
KiaKia
Kudi
Arundo Analytics
Iris
Luca Labs
Nordic Quantum Computing Group
Quantfolio
Viva Smart Home
DealSmash
MedMee
Neurostic
Suruna
Aisens
Cart Defender
Craftinity
CTA
Fido Intelligence
Infermedica
Inteliclinic
MLJAR
Nethone
Robotics Inventions
Stanusch Technologies
The Eye
boomApp
visor.ai
BrainHi
AIris Vision
Cyber ​​Swarm
MediaServista
UiPath
Alpha Smart
Chatfirst
Clevapi
Datalogia
ENCOM
Inspector Cloud
Lexy
LifeFilm
M.O.A.R
NtechLab
OhMyBet!
Oriense
Pravoved.ru
RoboCV
Robodem
Semanik Khab
Talk Bank
TeleMD
Textocat
Active.ai
AdAsia Holdings
AiChat
AIQ Pte Ltd
AND Global / AND Systems
AVANSEUS HOLDINGS PTE LIMITED
Bambu
Biofourmis Pte. Ltd.
CashShield
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Ematic Solutions
Glance Tech
Healint
impress.ai
Innovative Binaries
Jewel Paymentech
JobTech
KAI Square
Kristal.AI (O2O Technologies Pte Ltd)
Movel AI
OneAnalytix Pte Ltd
OpenDNA
Saleswhale
See Chat
Sentient.io
Sup
tenqyu
TimeSvr
Tookitaki
Trax
TSC - The Stakeholder Company
Uiza
Unified Inbox
Vi Dimensions
ViSenze
Lurity
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violanto
DataProphet
Emerge Analytics
FinChatBot
GotBot
Hey Jude
Xineoh
AI Labs
aidentify
AIM
AIRI
Augmented Knowledge
Cochlear.ai
Data & Analytics (DNA)
DeepQuest
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Elgen
Flitto
Fluently
Fount
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Innoplay Lab
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JAEM
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Marker
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Minds Lab
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mycelebs
NALBI Inc.
Omnious
QARA
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Riiid
SAFEUS DRONE
Saltlux
Scatter Lab
Selvas AI
Skive it
Solidware
Standigm
Surromind Robotics
Swizzle Global Inc.
Visual Camp
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Sadako Technologies
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Taiger
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ADMETA
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Watty
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JARVISH INC.
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Viscovery
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ABAKA
Academy of Robotics
Accelerated Dynamics
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Adbrain
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Aiden
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ANDi
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Emote Robotics
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Encode
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idio
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itzMe
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Viewsy
Visii
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Vortexa
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White Lab
Winterwell
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Wrapidity
Xihelm
Yedup Ltd
Your.MD
*gram Labs
133T.
2Know Services
30SecondsToFly - Claire
3DFS Software-Defined Electricity
3DLOOK
3scan
3TEN8
42 Interactive
451 Degrees
6Sense Insights
7 Chord
A3CUBE
Aatonomy
Abe AI
Abot Labs Inc
Abstract Regression-Classification Machine Learning Library
Abzooba Inc.
Accompany
Accrumental Inc.
Acer Innovation
Acobot
Acorn
Acrossio (Across Lab Inc.)
ActionIQ
Actively
acuteIQ
AdaptiveWell Technologies
AdDaptive Intelligence
AddStructure
ADEXT
Adgorithms
Adhark
ADmantX
AdMass
AdmitHub
AdMobilize
AdPop Media
Adtheorent
AdTheorent
Adya
AeroState
Aetho
AEYE
Affectiva
Affirm
Afiniti
Aftercode
Agari Data
Agent IQ
AgentRisk - Superhuman Wealth Management
AGI Innovations Inc.
Agilingua
AgilOne
Agnito Labs
Agolo
Agora
Agrilyst
AgVision
Agylytyx
AI Machines Inc
AI Patents
AIBrain
AiCure
Aimotive
Aingel Corp.
Aipoly
Aiqudo
Airdog
Airo Corp
Airware
AiSoftware.com
AKA
Alation
Albert Technologies Ltd
AlchemyAPI
ALEKS Corporation
AlexFinds
Algolia
Algomus Inc.
Algorithmia
Algorithmic Intuition
Algorithmis.io
Algoriz
AlgorX Inc.
ALICE Technologies
Allen Institute for Artificial Intelligence
Allocate.ai
Allure Security Technology Inc.
Alluvium
Allyke Inc.
Alpaca
AlphaRank
AlphaSense
Alterra.ai
Altocloud
Altoida
Alvin5 Inc.
Alynome
Amara Health Analytics
Amitree
Amodit
AMP Robotics
Amper Music
Amplero
Anaconda Inc.
Analatom
Analytical Flavor Systems
Angee
Angel Intelligence
Angilytics
Anicut Systems
Anki
Anomali
Apartment Ocean
Aphrie
Api.ai
APiO
Apixio
Apollo
Apollo Agriculture
Apollo Voice
App Orchid
Appforma
Applicantz
Applied Data Finance
Applitools
AppTek
AppThis
Appthority
AppZen
Aquifi
Arctica Health Inc
Area 17
Argo AI
ArmorWay
Arogi Inc.
Aromyx
ArtBnk
Arterys
articoolo
Articoolo Research
artiNNet Corporation
Artisense
Asaii
ASAPP
Ascent Technologies Inc.
Aspire
AssemblyAI
Assist
Association for the Advancement of Artificial Intelligence
Astraea
Astro Technology
Athelas
Athena Labs
Athletic Standard
Atomwise
ATUM
Augmate
Augment Solutions
Augur
Augury Systems
Aurima
AUTHORS Inc.
AutoGraph
AutoGrid Systems
Automabots
Automated Insights
AutoMatter.io
AutoX
Avaamo
Avata Intelligence
Aviso
AVLab
Avrio Analytics
Awake Security
aWhere
Axle
Axon AI
Ayasdi
Ayata
Azoft
Azumo LLC
Baarb Inc.
Babel Street
Backstop
Banian Labs
Bark
Bastille Networks
Bay Labs
Bayes Impact
Bazillion Beings
Behaivior
Behold.ai
Bellgram
Benson Hill Biosystems
Beyond Limits
Beyourself
bicedeep
Big Data Federation Inc
Big Squid
Bigfoot Biomedical
Biggerpan
Bigstream
Binded
BioAge Labs
Bioz
BirdEye
Bitext
BitFusion
Biztravel.ai
Black Swan Technology
Blackbird Technologies
Blackbourne Worldwide
BlipIQ
BlockFraud
Blue Cocoa Inc.
Blue Hexagon
Blue Line Security Solutions
Blueprint Labs
Blueshift
BlueVector
BluHaptics
Bold Metrics
Bonsai
BoodsKapper
Booktrack
Boomtrain
booqu Inc
Boostinsider
Bossa Nova Robotics Inc.
BotCentral
Botego
BotMinds
Bottlenose
Bottr
Botworx.ai
Bouncex
Brain Corporation
BrainChip Inc.
BrainItch
BrainSpace
BRAIQ INC.
Bright.MD
Brighten
Brighterion
Brighterion
BrightFunnel
brightlamp
Brightleaf Solutions
Brilent
Brite Health
BrokerSavant
Brytecore
Bsquare
BuildingIQ
BuildOnMe
Buoy Health
BurstIQ
Butter
Butterfly Network
Butterfly.ai
C3 IoT
C3 IoT
Caila
CaliberMind
Caligenix
CallMax
Candidate Guru
Cape Analytics
Capio
Capsen Robotics
Captiv8
Captricity
Cardiogram
Care Angel
Carnegie Speech
Caruma Technologies Inc.
Cascade Strategies Inc.
Casetext
Casting.AI
Castle Intelligence
CauseBot
CB4
Celect
Cellepathy
Centiment
Cerebellum Capital
Cerebri AI
Ceres Imaging
Cerevrum Inc.
Chatfuel
ChatQuery
Checkr
Cherry Labs
Choice AI
Chooch
Cien
Cinch Financial
Cindicator
Circadence
CircleBack Inc.
Citrine Informatics
City Hive Inc.
CityBldr
Civil Maps
Cladoop
Claire
Clara Labs
Clarabridge
Clarifai
Clarity Money
Clarke.ai
Clear Health Analytics
ClearMetal
Clinc
Clinicai
Clipcall
CloubrAIn
Cloud Pharmaceuticals
CloudBrain
CloudCar
CloudFactory
CloudMedx Inc
CloudSight Inc.
Coalesce.Info
Cobalt Robotics Inc.
Cofactor Genomics
Cogitai
Cogito Corporation
Cognii
Cognition Technologies
Cognitive Code
Cognitive Operational Systems
CognitiveScale
Cognituum
COGNITUUM AGI
Coherent Path
Collokia
Comfy
Comma
Compellon
Complexity Intelligence
Compliance.ai
Comprendi
Conductrics
Conectric Networks
content AI studios
Content Technologies Inc. (CTI)
Context360
ContextSmith
Conversable
Conversation.one
Converse.AI
Converseon
Conversica
Convertro
Convessa
Conviva
Cortex
Coseer
Cosmic Forces
COSY
Crane Ai
CRIXlabs Inc. (DBA Quantified Skin)
Croptimize
Crossing Minds
CrowdAI
CrowdFlower
CrowdFlower Inc.
CrowdfundX
Crowdz
Cruise Automation
CUJO
CureMetrix
CustomerMatrix
Cyber 20/20
Cyber Reconnaissance
Cybereason
CyberX
Cybraics
Cycorp
Cylance
Cylance
CYNGN
Cyrcadia
D
Dabizmo
Data Genomix
Data Pop
DataFox
Datagran
datalog.ai
Datalogue
Dataminr
DataRobot
DataRPM Corporation
DataScience.com
Datatron Technologies Inc
DataVisor
Datmo
Datorama
DatumTron
Day Zero Diagnostics
DeckRobot
Declara
DecorMatters
Deep 6 AI
Deep BI Inc.
Deep Blue Analytics
Deep Science AI
Deep Sentinel
Deep Vision
Deepgram
DeepGreen
Deeplearning.ai
DeepRadiology Corp
DeepScale
deepsense.ai
DeepVu
DefinedCrowd
DemandJump
Demisto
Demografy
Desti
DeviceBits
Dialogflow
DIDiT Inc. (DIDiT Labs)
Diffbot
Diggen
Digie
Digital Reasoning Systems
Digital Roots
Digitize.AI
DimensionalMechanics
Discovery Machine Inc.
Dispatch
Disrupt6
DMscore
DocSynk
Doctor Hazel
Donde
Dopamine Labs
DotBits
Downstream
Dressometry
dristi.ai
Drive.ai
DroneDeploy
Duo AI
Earley Information Science
eBrevia
EdCast
EdgeWave
Edgewise Networks
Eightydays.me
Elafris Inc
Electric AI
Element Data
Element Inc
Elemental Machines
Elemental Path
Elliot
Eloquent Labs
ELSA
Elyse28
Embark
Embodied Inc.
emozia
Energid
ENGAGE
EngageClick
Enlitic Inc.
Enlyton
ensa
Entefy
Entelo
Enterra Solutions
Entrigna
Envairo
Envisagenics
EpiAnalytics
EquBot
Etyon Health
Eve Ai
Ever AI
Evergage
Everlaw
Everseen
Eviga
Evisort
Evolv Technology
Exabeam
Exnodes Inc.
EXOPM
Experfy
ExtraHop Networks
Eyenuk
Eyeris
Ezoic Inc
FaceFirst
Facepinpoint
Falkonry
Famelent
FanAI
Faraday Future
FarmShots
Farmwise
FarmX
FaunaFace Inc.
FDNA Inc.
Feedzai
Fero Labs
Fetch Robotics
Fido Labs
fido.ai
FieldVision Co.
Findo
FinTech Studios
First
First Analytics
firstAI
Fishermen Labs
Fishtree Inc
FixNix Inc.
Flamingo Ventures
Flipora
FLYR
Flyreel
Focal Systems
Foghorn Systems
Forhyre
Fortem Technologies
Fortscale Security
Fract
Fractal Industries
Frame Technology
FriendlyData
FuildM
FunnelBeam
Fusemachines
Fyusion
Gainsight
Galacticar
Galaxy.AI
Gallop
Gamalon Inc.
Gauss Surgical
Genetic Internet â€' A Self-organizing Internet (Machine Genetics)
GeoVisual Analytics
GeoZilla
GetOnDemand
Giant Otter Technologies
Gidget
gifs.com
Gigster
Glassbeam
GlimpzIt
Globavir Biosciences
GMDH Shell
GNS Healthcare
Gong.io
GonnaBe
Gorilla AI
GovBrain
Grad Rounds / Grand Rounds
Gradescope
Gramener
Graphiq
Graphistry
Graphus Inc.
GrayMeta
GreatHorn
Grey Jean Technologies
Gridspace
GrokStyle
Growlabs
GTop Group Inc.
Guesswork
Guided Systems Technologies
GumGum
GupShup
Gurucul
Gyant
Gyomo
H2O.ai
H2O.ai
Habla AI Inc.
Hakia
Hands Company
Harvest Automation
Hayo
Haystax Technology
Health Fidelity
HEALTH[at]SCALE Technologies
HealthReveal
HealthRhythms
HealthTechApps Inc.
HealthTensor
HelloAva Inc
Helplama
Heroic.ly
HeyMojo
HighRadius
hiku labs
Hily
Hindsait Inc.
HintBox.ai
HipPocket
hiQ Labs
Hiretual
HiringSolved
HiveFire
Homebot
Hover Inc.
Howdy
Hugging Face
Huma.ai
Human Condition Safety
Humantelligence
Humtap
Hyperfine
HyperScience
HyperVerge
i.am+
IamBot
IBM Watson
Icertis
ICM Hub
Ideal Medical Technologies
Identidata
Immediate Insight
Immersive Labs
Immuta
Imperative
Imubit
Inbenta
indeni
Indico Data Solutions
Indigo Agriculture
Indix
Infer
Infinite Analytics
Influential
Infrrd
ingage.ai
ingrain.io
Inkba
Innotrieve
Innowatts
Inovance Financial Technologies
InsideSales.com
Insilico Medicine
Inspectorio
Instalocate
InstantLocal
Instreamatic.AI
Insurify
Inteliwise
InteliWISE USA
Intellei
Intelligent Artifacts
Intelligent Flying Machines Inc.
Intelligent Green Products
Intelligent Layer
Intelligo
IntelliVision
Intensity Analytics Corporation
Intentiva
Interactions
Intuition Machine
Invincea
Invoca
iOnRoad
ipvive
IQBoxy
IQM Corporation
Iris Automation
iUNU
Jack
JASK
Jask Labs
Jaybridge Robotics
Jetlore
Jibo
JingChi
JoBox
JOBOX.ai
Jolata
Joonko
Journey
JStar LLC
Juji Inc.
Jumio
Jumptuit
Juvo
Jvion
Kadho
Kaggle
Kahuna
Kairos AR
Kasisto
Kavout
Kensho Technologies
Kextil
KeyMe
KeyReply
Kimera Systems
Kimerick Technologies
Kip
KITT.AI
Kittyhawk
Kjaya
Knewton
Knottr
Knowledge Based Systems
Knowmail
KnuEdge
KodaCloud
Kogentix
Koko
Konolabs Inc.
kordinator
Kore
Kraus Aerospace
Kuznech
Kyndi
KYNDI
Lalilo
Lam Therapeutics
Laserlike
Lattice Engines
LeadCrunch
LeaderAmp
LeadFlip
Leadspace
leap.ai
Lectal
Legal Robot
Legal Robot
LegalSifter Inc.
LegalSifter Inc.
Legion
Leidos - Omnifluent Human Language Technology Software
Lemonade
LevaData
Lex Machina
Lifecycle
LifeNome Inc.
LiftForward
LiftIgniter
Lighthouse
LightMiner Systems
Lightning AI
Linknovate
Linkry Events
LitBit
Litimetrics
Locu
Locus Tracking
LogFuze
LogicHub
LogRhythm
Logyc
Loom Systems
LoomAi
Loop AI Labs Cognitive Computing
LotaData Inc.
Lucid
Luminoso
Lvl5
Lytics
M-Scribe
Maana
MaaxMarket
Machine Learning Works
MachineVantage
Mad Street Den
Magia
Magneta
Manybot
Mariana
Marinus Analytics
Markable Inc.
Market Vulture
MarketChorus
Marketfox
Marketing Evolution
Mashgin
MATRIX Labs
Matroid
Maven Machines
Mavrx Imaging
McCoy Medical Technologies
MD.ai
Medal
Medalogix
MEDgle
Medivo
MedWhat
Meelo Logic
Meet Sally
Megan Media
Megatris
Menerva
Mentor eData
Message.io
Metabiota
MetaCert
metacog Inc.
Metawave
Metis Machine
Metrica
MetroTech Net
Mezi
Mi3 Security
Microwork
Mighty AI
MindMeld
MindOps
Mindshare Medical
Mirror That Look
Misfit Wearables - Computer Vision Team
Mist Systems
MIT-IBM Watson AI Lab
MoBagel
MobileROI
Mode.ai
Modsy
ModuleQ
Modus Operandi
Moloco
Mona
Mona Labs
MondoBrain
Monitr
MonkeyLearn
MOOGsoft
Moov
MoQuality
MoTek Technologies
Motion AI
MotionHall
Motionloft
Motiva
Movi
Movyl
msg.ai
mSIGNIA
My Ally
Mya Systems
Myra Labs
Mythic
Namogoo
Nanigans
NanoNets
NanoRep
Naoh
Nara Logics
Narrative Science
NarrativeDx
NAUTO
NAYTEV
Neokami Inc.
Neota Logic
Nervana
NetBase Solutions
Netra Inc
NetraDyne
Neura
Neural Optimization Applied Hydrology
Neurala
Nexd
Nexidia
Nexla
NexLP
Nexosis
Next IT
NextUser
nference
Niara
Nimblr.ai
Nirenberg Neuroscience
Nitrio
NLP Logix
Noodle Analytics Inc. (Noodle.ai)
Notion AI
Nova
Novi Labs
Novo
NovuMind
nToggle
Nuance
NumberAI
NuMedii
Numenta
Numerai
Numerate
Nuro
nuTonomy
Nvidia
OAG Analytics
ObEN
Oben Voice Technologies
Obindo
Objective Logistics
Obsidian Security
Octane AI
Oculus360
offrs.com
Ojo Labs
OK Play
Olono
OM1
Omni Ai Inc.
Oncora Medical
OnCorps
One Concern
One Llama Labs Inc
OneBridge Solutions
Onna Technologies
OpenAI
OpenROV
Opera Solutions
Ople
Optimizing Mind
Optimus Ride
Orbital Insight
Orderly Health
Originate
Osaro
Osprey Security
OspreyData
OThot
OtoSense
Outlier AI
Overl.ai
Overlap.cc
Oversight Systems
OWHealth
OWKIN
Palantir
Palatine Analytics
Panamplify
Pandoodle
Pandorabots Inc.
Paradata
Parade (Dray Technologies Inc.)
ParallelDots
Parla
Parlo
Passage.ai
Pat
Pat Inc
PathAI
Pathover
Pathway Genomics
Pattern Inc.
PatternEx
Paxata
PeakEmployee
pear.ai
Pendo Systems
PenguinSmart
Penny App
People Pattern
People.ai
Percept.AI
Perceptive Automata
Percipient.ai
Percipo
Perfect Price
PerimeterX
Perrone Robotics
Persado
Personali
Personetics Technologies
Petasense
Petuum
Phenom People
Phenomics Labs
Philometrics
PHONEMETRA INC
PhysIQ
PickNik Consulting
Picwell
Pienso
pikd
Pilot AI Labs
Pine Biotech
PingThings
Pit.AI Technologies
Planet Labs
Plantiga
PlantSnap
Plasticity
PlusAI
PlusOne
Pluto AI
PointPredictive
PolySync
Potbotics
Pramata
Prattle
Precision Health AI
Precognitive
Predera
Predictive Science
Predictive Inc.
Predictix
Predikto Analytics
Predilytics
PredPol
Prelert
Premise
Premonition
Presence AI
Preteckt
Primer
Prism Skylabs
Prisma
Profility
Proofpoint
Proscia
Protenus
PRSONAS Inc.
Pubinno
PullString
Pulpix
pulseData
PurePredictive
PYCO
Pymetrics
Qanta.ai
Qloo
QMedic
Qrativ
QuadMetrics
Qualaris Healthcare Solutions
Qualcomm
QuantaVerse
Quantified Impressions
QuantiFind
Quantomic LLC
Quantopian
Quarule
Querium Corporation
Quid
Quintype
Quirk.ai
quorum.ai
Quovo
Qventus
QWASI Technology & Innovation Lab
QxBranch
Qylur Intelligent Systems
Radius
Rainforest
Random Forest Capital
RankSense Inc
RapidCFO
RapidMiner
RapidRPA
RapportBoost.AI
Ravel
Razorthink
Reach Analytics
Reactor Labs
Reality AI
rebrain.ai
Recent Media
Recorded Future
RecruitSumo
Recursion Pharmaceuticals
Red Lambda
RedLock
RedMarlin
Reely
Reflektion
Relativity6
Remark Holdings
Remesh
Renkara Media Group
Renovo Auto
Replika
Reply.ai
ReplyBuy
Resonance AI
Resonant Therapeutics
Restless Bandit
Retention Science
Rethink Robotics
Revere Intelligence
Revon Systems
Rigetti Computing
Rippleshot
RiskGenius
Rival Theory
Riviter
RoadBotics Inc.
RoadNarrows
Roam Insight
Robbie AI
Robin (Formerly Learning Motors)
RobotX Space
Robust Links
Rockerbox
ROI Checker
Rollio
ROSS
ROSS Intelligence
Rover
Rubica
Rulai
Rulex
Ruvixx
RxAll Inc.
RxPREDICT
Sabio Mobile
SafeGraph
SalesBox Inc.
SalesTing
Salesup.AI
Salford Systems
SAM.AI
Sapient Shopping
SapientX
Satisfi Labs Inc.
SavantX
Savitude
SavvyStat
Saykara
SayPay Technologies
Scale
Scaled Inference
Scout Technologies
Scribe
Seal
Seal Software
Seamless Planet
Seamless.AI
SearchDom
Seclytics
Secure Healing
SecuredTouch
Securonix Inc.
Selerity
Semantic Machines
Semantic Press
SemanticMD
SendPulse
Senetur
Sensay
Sense Labs
Sense Platform
Sense.ly
sensefolio
Senseta
Sensory
SensrTrx
Senstone Inc.
Sentegrity
Sentenai
Sentient Play
Sentient Technologies
SentinelOne
Sentrian
SessionM
SetuServ
Seven Lakes Technologies
Seyyer Inc.
Shape Security
SharkDreams
Shazura
Shield AI
Sidecar Interactive
Sift Science
SIFT Smart Information Flow Technologies
Sight Machine
Sighthound
Sigma Ratings
Signal AI
Signality AI
SignalSense
SignifAI
Sikka Software
Silk Labs
SILQ-EDU
Simility
SimplifiMed Inc.
Simularity
Site 1001 Inc.
SkillGigs
Skycatch
Skydio
Smart Moderation
SmartAction
SmartEar
SmarterCloud
SocialTrendly Inc.
Socure
Solvvy
Sonix (sonix.ai)
Sophia Search
SoundHound Inc.
Sovereign Intelligence LLC
Spaceknow
Spark DJ Inc.
SparkBeyond
Speak Music Inc
Spring Health
SRI International
Standard Cognition
Stardog Union
Starling Trust Sciences
Starsky Robotics
STELLARES
stillwater Supercomputing
Stride.ai
Sturfee
Suggestic
Sulvo
Sunrise Health
SuperAtic
SupplyAI: Cognified Commerce
Sway Finance
Sykopomp Industries
Symbio Robotics
Symptify
Synapsify
Synqq
Syntience Inc.
Szl.it
Tabard Advisory Group
Tact
Tact.ai
TagTalk Inc.
Taivaco LLC
Talent Sonar
Talespin
TALK Accounting
Talla
Tanjo Inc.
Tapad
Tazerwear
TeleLingo
Telelytics.io
Telepath Technology Inc.
Telepathy Labs
Teleporter
TeleVeh
Tellius
TellSpec USA
Tend.ai
Tennibot
TeraCrunch
TerrAvion
Tethr
Text IQ
Textio
Textpert
TextRecruit
Thalman Health
The Climate Corporation
The Explorer.io
The Innovation Scout
The Robot Report
The Vision Lab
ThickStat Inc.
ThinCI
Thorn
Thoughtly
Thread Genius
ThroughPut Inc.
Timeful
Toyota Research Institute
Traaqr
Trader Bots
Trapit
Trendalytics Innovation Labs
Trensant
Trials.ai
Trill A.I.
Trill Financial
Trim
TrinityVR
TripChamp
Trolion
Troops Inc.
True Image Interactive
TrueFace.Ai
TrueShelf
Trvise
Tule
Turi
Turing Video
Turnitin
TutorGen Inc
TwoSense
twoXAR Incorporated
UMBO CV
UnaliWear
Unbabel
Underwrite.ai
Unifi Software
Unify AI
untapt
Up and Running Software Inc.
Urbanstat
Urbint: Where urban data becomes actionable intelligence
USM Business Systems
utopia.AI
Utrip
V5 Systems Inc
Vectra Networks
VEDA Data Solutions
Vegas Jets
VergeSense
Veritone Inc.
Versive
Vestorly
Vettd
Via Science
Vicarious
Vicarious Systems
Vidora
Viewdle
Vigilent
Villca Solutions LLC
Vilynx
Visabot
Vital AI
Viv
Viz
Voci Technologies
VoiceBox Technologies
VoiceOps
Voicera (formerly Workfit)
Voiceter Pro LLc.
Volley Labs
VoxelCloud
Vyrill
Wade & Wendy
Walk and Explore
Watt-Learn Inc.
Wave Computing
WayCare
Webroot
Wedding Nook
Wellframe
WellSheet
WellTok
Wexus Technologies Inc.
Whole Biome
Wiretap
WireWheel
Wise Athena
Wise.io
Wit.ai
WizCal
Wizer
WorkCompass
WorkFusion
Woveon
Writing.AI
WuXi NextCODE
Wyzerr
x.ai
xaitment
Xevo
XIX.ai
XNOR.ai
Xnor.ai
YayPay Inc
Yellfy Sports
Yobs
YoloData
YouAppi
Yseop
Zabaware
Zeal Technology
Zealr
Zenedge
Zenplace
Zensight
Zenti
Zenvestment
Zero Element Inc
Zilliant
Zimperium
Zoetic
Zoomi
ZyloTech formerly DataXylo
Agronostico
Tryolabs
Dr CADx
Coseer
Cosmic Forces
COSY
Crane Ai
CRIXlabs Inc. (DBA Quantified Skin)
Croptimize
Crossing Minds
CrowdAI
CrowdFlower
CrowdFlower Inc.
CrowdfundX
Crowdz
Cruise Automation
CUJO
CureMetrix
CustomerMatrix
Cyber 20/20
Cyber Reconnaissance
Cybereason
CyberX
Cybraics
Cycorp
Cylance
Cylance
CYNGN
Cyrcadia
D
Dabizmo
Data Genomix
Data Pop
DataFox
Datagran
datalog.ai
Datalogue
Dataminr
DataRobot
DataRPM Corporation
DataScience.com
Datatron Technologies Inc
DataVisor
Datmo
Datorama
DatumTron
Day Zero Diagnostics
DeckRobot
Declara
DecorMatters
Deep 6 AI
Deep BI Inc.
Deep Blue Analytics
Deep Science AI
Deep Sentinel
Deep Vision
Deepgram
DeepGreen
Deeplearning.ai
DeepRadiology Corp
DeepScale
deepsense.ai
DeepVu
DefinedCrowd
DemandJump
Demisto
Demografy
Desti
DeviceBits
Dialogflow
DIDiT Inc. (DIDiT Labs)
Diffbot
Diggen
Digie
Digital Reasoning Systems
Digital Roots
Digitize.AI
DimensionalMechanics
Discovery Machine Inc.
Dispatch
Disrupt6
DMscore
DocSynk
Doctor Hazel
Donde
Dopamine Labs
DotBits
Downstream
Dressometry
dristi.ai
Drive.ai
DroneDeploy
Duo AI
Earley Information Science
eBrevia
EdCast
EdgeWave
Edgewise Networks
Eightydays.me
Elafris Inc
Electric AI
Element Data
Element Inc
Elemental Machines
Elemental Path
Elliot
Eloquent Labs
ELSA
Elyse28
Embark
Embodied Inc.
emozia
Energid
ENGAGE
EngageClick
Enlitic Inc.
Enlyton
ensa
Entefy
Entelo
Enterra Solutions
Entrigna
Envairo
Envisagenics
EpiAnalytics
EquBot
Etyon Health
Eve Ai
Ever AI
Evergage
Everlaw
Everseen
Eviga
Evisort
Evolv Technology
Exabeam
Exnodes Inc.
EXOPM
Experfy
ExtraHop Networks
Eyenuk
Eyeris
Ezoic Inc
FaceFirst
Facepinpoint
Falkonry
Famelent
FanAI
Faraday Future
FarmShots
Farmwise
FarmX
FaunaFace Inc.
FDNA Inc.
Feedzai
Fero Labs
Fetch Robotics
Fido Labs
fido.ai
FieldVision Co.
Findo
FinTech Studios
First
First Analytics
firstAI
Fishermen Labs
Fishtree Inc
FixNix Inc.
Flamingo Ventures
Flipora
FLYR
Flyreel
Focal Systems
Foghorn Systems
Forhyre
Fortem Technologies
Fortscale Security
Fract
Fractal Industries
Frame Technology
FriendlyData
FuildM
FunnelBeam
Fusemachines
Fyusion
Gainsight
Galacticar
Galaxy.AI
Gallop
Gamalon Inc.
Gauss Surgical
Genetic Internet â€' A Self-organizing Internet (Machine Genetics)
GeoVisual Analytics
GeoZilla
GetOnDemand
Giant Otter Technologies
Gidget
gifs.com
Gigster
Glassbeam
GlimpzIt
Globavir Biosciences
GMDH Shell
GNS Healthcare
Gong.io
GonnaBe
Gorilla AI
GovBrain
Grad Rounds / Grand Rounds
Gradescope
Gramener
Graphiq
Graphistry
Graphus Inc.
GrayMeta
GreatHorn
Grey Jean Technologies
Gridspace
GrokStyle
Growlabs
GTop Group Inc.
Guesswork
Guided Systems Technologies
GumGum
GupShup
Gurucul
Gyant
Gyomo
H2O.ai
H2O.ai
Habla AI Inc.
Hakia
Hands Company
Harvest Automation
Hayo
Haystax Technology
Health Fidelity
HEALTH[at]SCALE Technologies
HealthReveal
HealthRhythms
HealthTechApps Inc.
HealthTensor
HelloAva Inc
Helplama
Heroic.ly
HeyMojo
HighRadius
hiku labs
Hily
Hindsait Inc.
HintBox.ai
HipPocket
hiQ Labs
Hiretual
HiringSolved
HiveFire
Homebot
Hover Inc.
Howdy
Hugging Face
Huma.ai
Human Condition Safety
Humantelligence
Humtap
Hyperfine
HyperScience
HyperVerge
i.am+
IamBot
IBM Watson
Icertis
ICM Hub
Ideal Medical Technologies
Identidata
Immediate Insight
Immersive Labs
Immuta
Imperative
Imubit
Inbenta
indeni
Indico Data Solutions
Indigo Agriculture
Indix
Infer
Infinite Analytics
Influential
Infrrd
ingage.ai
ingrain.io
Inkba
Innotrieve
Innowatts
Inovance Financial Technologies
InsideSales.com
Insilico Medicine
Inspectorio
Instalocate
InstantLocal
Instreamatic.AI
Insurify
Inteliwise
InteliWISE USA
Intellei
Intelligent Artifacts
Intelligent Flying Machines Inc.
Intelligent Green Products
Intelligent Layer
Intelligo
IntelliVision
Intensity Analytics Corporation
Intentiva
Interactions
Intuition Machine
Invincea
Invoca
iOnRoad
ipvive
IQBoxyisign
Hizkon
Honganrobots
Hongshi-tech
Hopperclouds
Horizon Robotics
Hotdoor
HuaAT
Hualaikeji
Huaraytech
Huawei
Hubcloud
Huitingtech
Huiyi Hui Ying
Humanplus
Hzstyl
iCarbonX
Iclassedu
ICloudWave
Ideahos
ideepmind
Idemac
Iding
Idiway
idriveplus
iFLYTEK
ImageQ
IMG
IMIO
IMPOWER
Imsight Medical Technology
Inbs
Infervision
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Insentek
Insightinc
Inspur
Intellif
Interjoy
Intsig
Invo
iPinYou
Ipselex
Irayrobot
iStaging
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Isurestar
Jansport.Tmall
JHfuture
JHI
Jhrobot
Jiankangliao
Jidouauto
JintongSoft
JTrobots
KeeKo
Kiktech
Kuaile Zhihui
Kuang-Chi Science
Laiye
Landingbj
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Leishen-Lidar
Lemoncome
Ling
Lingjuai
Linkernetworks
Linkool Labs
Liulishuo
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LUXSENS
Malong Technologies
Malongtech
Marcpoint
Maxieye
Mech-Mind
Megvii
MINIEYE
Mininglamp
Mlkey
Mobvoi
Momenta
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Moorebot
Moran Cognitive Technology
Musk
Nanjiang Robotics
NationalChip
Netposa
Neuaction
Neusoft
Newtranx
NIO
OA165
OI-Smart
OlaVoice
Onagofly
Onegohome
Opzoon
Orbbec
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Pachira
Parle
Partnerx
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wxjuyun
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xiaoi
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Yi+
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Yitutech
YOGO
Yongqianbao
Yosemei
YoungTone
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Yuyinsuji
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Zero Zero Robotics
ZeroZero
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ZhiyiAI
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Zongmutech
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DILE
Name
Decisso
GoodAI
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Conyak
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Forecast
Praice
Relinklabs
Simplyture
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UIzard
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AlphaBlues
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Teamscope
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Aivan Innovations City
AlvinOne
Bilot Oy
Bizmind
BrandBastion
Chaos Architects
Claned
CLANED
Codator Oy
Collective Crunch
DAIN Studios Oy
Digital Workforce
Fibo
Fimmic Oy
Fleetonomy.ai Oy
Get Jenny
GIM-Generic Intelligent Machines
Glosg.com Ltd.
Headai
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Herman IT
Iris.ai
Kievu / Klevu?
Kirontech
Kontoor
Kwork
Lumoa
MOPRIM
Pikku Robotti
Reaktor
SC5 (part of Nordcloud Group)
Shoulders of Giants
Smartifik
Speechgrinder
TalentAdore
Teqmine Analytics
The Curious AI Company
Top Data Science
TrademarkNow
Ultimate AI
Utopia Analytics
Valossa
WordDive
ZenRobotics
Adomik
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Aldebaran
Allo-Media
Antidot
Ava
Axyn
Balyo
Beyable
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Botfuel
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Cardiologs
CARMAT
Clustaar
Craft AI
Criteo
Cutii (Yumii)
Cypheme
Datapred
Davi
DC Brain
Deepomatic
Destygo
Dexstr
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Do You Dream Up
Doctrine
DreamQuark
DreamUp Vision
EasyMile
Elum
eXenSa
Fortia Financial Solutions
Gwapit
Heek
Heuritech
Hoomano
Hubdata
Hyphen
IDMOG
IKO System
Immersive Robotics
Inato
Influans
Intuitive Robots
Invenis
JAM
Jenji
Julie Desk
Karos
Kayrros
Keen Eye Technologies
Khresterion
LabSense
LightOn
Lili.ai
Lingua Custodia
LiveMon
Maddie.ie
MailClark
Milanamos
Millesime.AI
MindLytiX
Moodstocks
NAVER LABS Europe
NAVYA
Octopus Robots
Opla
Owi Technologies
Pixyl Medical
Planorama
PredicSis
Prevision.io
Proxem
Qopius
Qucit
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Recast.AI
Riminder
Saagie
Scibids Technology
SegmentAction
Selectionnist
Sensewaves
SESAMm
Shift Technology
Sinequa
Smart Me Up
Snips
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Sparklane
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Stanley Robotics
Storyzy
Tale of Data
TasteHit
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The Chatbot Factory
Tinyclues
Ubiant
Vekia
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VitaDX International
Walnut Algorithms
Wiidii
XBrain
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12k Research
149 Technologies
5Analytics
Aaron
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Ada
Aivy
Ambiverse
arago
ArtiMinds Robotics
Autumn AI
AVA
Blue Yonder
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Bunch
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Chatshopper
CloudMade
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Codetrails
Cognigy
collectAI
Contiamo
Creative.ai
Deckard A.I.
Digital Car Institute
Dojo Madness
e-bot7
ENWAY
Evertracker
ExB
Explosion AI
EyeEm
EyeQuant
Fedger?
Fleetboard Innovation Hub
Fraugster
fredknows.IT
German Autolabs
German Research Center for Artificial Intelligence
Gigaaa
Gini
goedle.io
Healthcare X.0
Heili
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i2x
Inbot
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ITYX Solutions
Job Pal
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kaia health
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Lateral
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micropsi industries
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Pannous
parlamind
PEAT
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picsure
Picsure
Planet
Qymatix Solutions?
Rasa
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Rhebo
Risk Ident
Saffe Payments
SearchInk
Sematell
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Sentifi
So1
Sota Solutions
Spacy
Synergist.io
TechMass
TeleRetail
TerraLoupe
The SaaS Co.
Twenty Billion Neurons
TwentyBN
Twyla
Understand.ai
Versus
Voya Travel
WearHealth
Weps
WunderAI
Xamla
Xbird
Aidyia
Amareos
ARTHA
Artha Ltd.
AImotive
Analogy
HandInScan
Scarab Research
Synetiq
Ultinous
Data Plato
22Motors
Accelo
Adoro Marketplace
Advenio TecnoSys
Agora Analytics
Aindra Systems
Appnings Software Solutions Pvt Ltd
ArrowAI
Artivatic
Arya
Authbase
Blubyn AI Ventures Pvt. Ltd
boxx.ai
clerro
Clodura Systems
Contentop
Corseco Technologies Private Limited
CrediWatch
CURIE Labs
CVViZ
Dealizen
DeepBrainz​ Intelligent Systems
EdGE Networks Pvt. Ltd.
elth.ai
ENIXTA Innovations Pvt Ltd
Entropik Technology
FeltSo
Flickbay
Flixstock
GetYana
HAL Robotics
Hocrox
Hugefly Technologies
iKen Solutions Pvt. Ltd.
Instahyre
InvenZone
Ketchupp
Kooki
Lawbot
Manthan
Mantra Labs pvt Ltd
Mate Labs
Mihup Communications
Monsoon CreditTech
NaturalText
Niki.ai
nimoy.ai
Niramai Health Analytix
Orbo
PiQube
Playment
Quantta Analytics
racetrack.ai
Relatas - Sales AI
Robolab Technologies Pvt Ltd
RobotsAlive
Roofpik
RX Health
Saturam
Scalend
Searchtrack
Senseforth Technologies Pvt Ltd
SigTuple
Skillate
SquadRun
Staqu
StrollUp
SuperFan.Ai
Surukam
TARS
The Hi-Tech Robotic Systemz
ThirdWatch Stopping Fraud and RTO using AI
Uncanny Vision
Uniphore Software Systems
Vernacular.ai
Vovero Software
vPhrase Analytics Solutions Pvt. Ltd.
Vue.ai
Worlzen
Yuvtar Inc
Zentron Labs
Zoyo AI
Elektronik Virtual Asisten (EVA.id)
Kata.ai
Kofera
LYKE
Aromatix
Artomatix
AYLIEN
Boxever
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Popertee
RecommenderX
SBDA Group
Teckro
Voysis
Webio
12mass
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3DSignals
Actionbar
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AdiMap
Adjesty
Aidoc
algoseller
All Aspect
Amenity Analytics
amplifai
Anagog
ANAGOG
Anodot
Any.do
anyclip
AnyVision
APERIO
Appfront
arbe robotics
Arbitrip
Arti-Media
Aspectiva
Atidot
Au10tix
Aug-Mental
Babator
Backfeed
BeaconCure
BeeEye
BetterTrader
BeyondVerbal
Bidalgo
Bigabid
BigID
binah.ai
Bio Eye
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Bonobo.ai
BOTique
Brand AI
BrandTotal
BrightInfo
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Brillianetor
Brodmann17
Browsi
CallVu
camereyes
CardForest
CartaSense
Cellopark
CheckOut
ClearVuze
clickspree
Cnvrg.Io
CodiPark
Cognata
Cognilyze
Cogniteam
ContinUse
Coralogix
Cortica
CriskCo
crunchmind
Cybewrite
CyKickLabs
Cymbio
CytoReason
D.Day Labs
dataloop
DBSH
Deep Instinct
deepchat.ai
Deepr
diagnostics.ai
Diagsense
Digital Instinct
distribyte
DLR
Dmway
Dokka
DreaMed Diabetes
Driveway
Dyadic
Earnix
EasySend
Elasticode
Emedgene
Empirical Hire
Endor
Essence Intelligence
EVALUEX
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evolven
examPAL
Exceed.ai
Exposebox
EyeSafe
eyeSight Technologies
Faception
Farm Dog Technologies
Feedvisor
FeezBack
Fifth Dimension
FinCheck
findodo
Forter
Friend or Fraud
Fringefy
FST Biometrics
Futbol.ai
Gala Pro
Game & Whales
Gamoshi
Genoox
GeoQuant
GetAlert
Glassbox
Grid4C
Gymex
Healthy Mize
HEAT Intelligence
HedgeWiz
heili
Hermetic
Hyver
I Know First
i4drive
Idomoo
iguazio
Imagry
Imagu Vision Technologies
IMBlox
imperson
Imvision
inboundli
InfiniGrow
Inflowz
Innoviz Technologies
Intendu
Interactbot
Intsights
Intuition Robotics
Intuview
Invertex
IsItYou
Javelin
Javelin Networks
Jenny
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JUNGO
K.Y.C Int.
Kang Health
kannita
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KELA Targeted Cyber Intelligence
Kensee
keywee
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kytera
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lead space
LeO
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LightCyber
Lightico
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Logz.io
Magisto
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MedAware
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Meekan
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moed.ai
moonshot
Moovit
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MyndYou
Mystor-e
n-Join
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Neefla
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Neural7
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nexar
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OrCam Technologies
Orpak
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OurCart
outbid
outbrain
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Paidit
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ParallelM
Partition DB
Paygilant
Pepticom
Percepto
Perlis
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PhysiMax
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Presenso
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Proov
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reps.ai
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Similar Tech
SimpleQL
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Source Defense
Splitit
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Spotad
spotinst
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Sure Universal
SureSpot
sweetch
Syte
Syte ai
Taliz Diagnostics
TankU
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TARANIS
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TechSee
Textlab
ThetaRay
Tie - Predictive Analytics
Tiidan
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Tomobox
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Transmit Security
Trapica Labs
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vBrand
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vHive
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viisights
Visual Travel
Vocal Zoom
VocalZoom
Voyager Labs
walkme
Water.io
Way2Vat
WebyClip
weebo
WhoPaze
windward
WinkApp
Wiseye
Wisor
WonderVoice
Workey
Workey
XRVision
YapQ
You Appi
Zebra Medical Vision Ltd
Zirra
zuznow
Addfor
Axyon.ai
Celi Language Technology
Cogisen
Datalytics
Eudata
Expert System
Holsys
Innaas
INNAAS
Kaitiaki
Metaliquid
Mushin
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Nextwin
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Pedius
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Sentetic
Tooso
Unfraud
ABEJA
Abeja Platform
Affectiva
AI Academy
AI inside
AI Messenger
AI Samurai
AI Squared
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AIBeacon
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Amy Agent
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Amy Optimizer
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b-dash
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BRAIN CO. Ltd.
CAIWA Service
Chainer
Chat Plus
ChatCenter.io
Cogent Labs
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Customer Rings
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DeepAnalytics
Dentry
EduLab
Eltes
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EXA AI SmartQA
Farmnote Color
FastAlert
Foxsy
Glit
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hitTO
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HowMa
HRMos
Jinjer
Kakeibon
Karte
Kibi+
Kibiro
Kiducoo AI
AI KI Aachen Bangert Machine-Learning
Symbolic AI – When access to digital computers became possible in the middle 1950s AI research began to explore the possibility that human intelligence could be reduced to symbol manipulation.
Good Old Fashioned AI –
Sub-symbolic –
Early cybernetics and brain simulation –
Behavior based AI –
Subsumption architecture –
Nouvelle AI –
Soft computing –
Computational creativity –
Machine learning
Neural networks –
Hybrid neural network –
Recurrent neural network –
Perceptron
Support Vector Machines (SVM)
Fuzzy systems –
Evolutionary computation including:
Evolutionary algorithms –
Genetic algorithm –
Differential evolution
Metaheuristic and Swarm Intelligence
Ant colony optimization
Particle swarm optimization
Brain Emotional Learning Based Intelligent Controller –
Probabilistic methods including:
Bayesian network
Hidden Markov model
Kalman filter
Chaos theory
Statistical AI –
By application
Applications of artificial intelligence –
Artificial Creativity –
Artificial life –
Automated planning and scheduling –
Automated reasoning –
Automation –
Automatic target recognition –
Biologically inspired computing –
Computer Audition –
Speech recognition –
Speaker recognition –
Computer vision –
Image processing –
Intelligent word recognition –
Object recognition –
Optical mark recognition –
Handwriting recognition –
Optical character recognition –
Automatic number plate recognition –
Facial recognition systems –
Silent speech interface –
Diagnosis (artificial intelligence) –
Expert system –
Decision support system –
Clinical decision support system –
Game artificial intelligence –
Computer game bot –
Video game AI –
Computer chess –
Computer Go –
General game playing –
General video game playing –
Game theory –
Hybrid intelligent system –
Intelligent agent –
Agent architecture –
Cognitive architecture –
Intelligent control –
Knowledge management –
Concept mining –
Data mining –
Text mining –
Process mining –
E-mail spam filtering –
Information extraction –
Activity recognition –
Image retrieval –
Automatic image annotation –
Named-entity extraction –
Coreference resolution –
Named-entity recognition –
Relationship extraction –
Terminology extraction –
Knowledge representation –
Semantic Web –
Machine learning –
Constrained Conditional Models –
Deep learning –
Neural modeling fields –
Natural language processing –
Chatterbots –
Language identification –
Natural language user interface –
Natural language understanding –
Machine translation –
Statistical semantics –
Question answering –
Semantic translation –
Nonlinear control –
Pattern recognition –
Optical character recognition –
Handwriting recognition –
Speech recognition –
Face recognition –
Robotics –
Behavior-based robotics –
Cognitive –
Cybernetics –
Developmental robotics –
Epigenetic robotics –
Evolutionary robotics –
Speech generating device –
Strategic planning –
Vehicle infrastructure integration –
Virtual Intelligence –
Virtual reality –
Further AI design elements
Action selection –
Affective computing –
AI box –
AI-complete –
Algorithmic probability –
Artificial intelligence systems integration –
Automated reasoning –
Autonomic Computing –
Autonomic Networking –
Backward chaining –
Bayesian network –
Bio-inspired computing –
Artificial immune systems –
Blackboard system –
Chatterbot –
Combs method –
Commonsense reasoning –
Computational humor –
Computer-assisted proof –
Conceptual dependency theory –
Darwin machine –
Description logic –
Frame problem –
Game theory –
Grammar systems theory –
Informatics (academic field) –
Intelligent control –
Kinect –
LIDA (cognitive architecture) –
Means-ends analysis –
Moravec's paradox –
Music and artificial intelligence –
Ordered weighted averaging aggregation operator –
PEAS – Performance Environment Actuators Sensors
Percept (artificial intelligence) –
Perceptual Computing –
Rule-based system –
Self-management (computer science) –
Soft computing –
Software agent –
Intelligent agent / Rational agent –
Autonomous agent –
Automated planning and scheduling
Control system
Hierarchical control system
Networked control system
Distributed artificial intelligence –
Multi-agent system –
Monitoring and Surveillance Agents
Embodied agent –
Situated AI
Sussman Anomaly –
Wetware (brain) –
AI projects
List of artificial intelligence projects
Automated Mathematician (1977) –
Allen (robot) (late 1980s) –
Open Mind Common Sense (1999 - ) –
Mindpixel (2000–2005) –
Cognitive Assistant that Learns and Organizes (2003–2008) –
Blue Brain Project (2005-present) – attempt to create a synthetic brain by reverse-engineering the mammalian brain down to the molecular level.
Google DeepMind (2011) –
Human Brain Project (2013-present) –
IBM Watson Group (2014-present) – business unit created around Watson to further its development and deploy marketable applications or services based on it.
AI applications
Integrated AI systems
AIBO – Sony's robot dog. It integrates vision hearing and motorskills.
Asimo (2000 to present) – humanoid robot developed by Honda capable of walking running negotiating through pedestrian traffic climbing and descending stairs recognizing speech commands and the
faces of specific individuals among a growing set of capabilities.
MIRAGE – A.I. embodied humanoid in an augmented reality environment.
Cog – M.I.T. humanoid robot project under the direction of Rodney Brooks.
QRIO – Sony's version of a humanoid robot.
TOPIO TOSY's humanoid robot that can play ping-pong with humans.
Watson (2011) – computer developed by IBM that played and won the game show Jeopardy! It is now being used to guide nurses in medical procedures.
Purpose: Open domain question answering
Technologies employed:
Natural language processing
Information retrieval
Knowledge representation
Automated reasoning
Machine learning
Intelligent personal assistants
Intelligent personal assistant –
Amazon Alexa –
Assistant –
Braina –
Cortana –
Google Assistant –
Google Now –
Siri –
Viv –
AI development
AI algorithms
Open-source AI development tools
OpenAIR –
OpenCog –
OpenIRIS –
RapidMiner –
TensorFlow –
Psychology and AI
Artificial psychology
AI effect
Uncanny valley
History of artificial intelligence
History of artificial intelligence
by period or events
Progress in artificial intelligence
Timeline of artificial intelligence
Asilomar Conference on Beneficial AI (2017)
by region
by subject
AI effect – as soon as AI successfully solves a problem the problem is no longer considered by the public to be a part of AI. This phenomenon has occurred in relation to every AI application
produced so far throughout the history of development of AI.
AI winter –
GOFAI
History of machine learning (timeline)
History of machine translation (timeline)
Moore's Law – observation that over the history of computing hardware the number of transistors in a dense integrated circuit has doubled approximately every two years. One way this relates to AI
is that hypothetically a computer would need at least as much capacity as a human brain to be able to be programmed to be as smart as a human. So as long as the aforementioned rate of development
met or beat the 2-year doubling time one could roughly forecast when a computer would have as much memory and calculation capacity as a human brain a milestone which was reached in 2010. Though it
may take as much as 3 magnitudes (1000 times) more computer capacity (since computers calculate things in a much more linear fashion) to emulate the massively parallel structure of the human brain.
At a doubling time of 2 years an increase in capacity by 1000-fold would take a little less than 18 years (9 doublings) if reaching the limit of integrated circuit technology did not pose an
obstacle before then.
History of natural language processing
Timeline of natural language processing software
History of optical character recognition (timeline)
AI safety
Existential risk from advanced artificial intelligence
Friendly AI – hypothetical AI that is designed not to harm humans and to prevent unfriendly AI from being developed
AI takeover – point at which humans are no longer the dominant form of intelligence on Earth and machine intelligence is
Superintelligence – AI may grow to such an advanced state to become as proportionately superior to humans as humans are to ants. Theoretically there would be little humans could do to
prevent such an intelligence from reaching its goals.
Intelligence explosion – through recursive self-improvement and self-replication the magnitude of intelligent machinery could surpass human ability to resist it.
Artificial intelligence as a global catastrophic risk
AI and the future
Artificial general intelligence (Strong AI) – hypothetical artificial intelligence that matches or exceeds human intelligence — an intelligent machine that could perform intellectual tasks
at least as well as a human
Aspects or features
Self-replicating machines – smart computers and robots would be able to make more of themselves in a geometric progression or via mass production. Or smart programs may be uploaded into
hardware existing at the time (because linear architecture of sufficient speeds could be used to emulate massively parallel analog systems such as human brains).
Recursive self improvement (aka seed AI) – speculative ability of strong artificial intelligence to reprogram itself to make itself even more intelligent. The more intelligent it got the
more capable it would be of further improving itself in successively more rapid iterations potentially resulting in an intelligence explosion leading to the emergence of a superintelligence.
Hive mind –
Robot swarm –
Technological singularity – the development of strong AI may cause an intelligence explosion in which greater-than-human intelligence emerges radically changing civilization and perhaps
even human nature. The TS has been identified by Berglas (2012) and others to be an existential risk.
Singularitarianism –
Human enhancement – humans may be enhanced either by the efforts of AI or by merging with it.
Transhumanism – philosophy of human transformation
Posthumanism – people may survive but not be recognizable in comparison to present modern-day humans.
Cyborgs –
Mind uploading –
Philosophy of artificial intelligence
Philosophy of artificial intelligence
Artificial brain –
Philosophical views of artificial consciousness –
User illusion –
Artificial intelligence and law –
Chinese room –
Cognitive science
Artificial consciousness
Embodied cognitive science
Embodied cognition –
Ethics of artificial intelligence –
Philosophy of the Mind –
Computational theory of mind –
Functionalism –
Physical symbol system –
Synthetic intelligence –
Transhumanism –
See Artificial intelligence and the future below
Turing Test –
Artificial intelligence debate
Supporters of AI
Marek Rosa Owner of goodAI
Critics of AI
Stephen Hawking – AI "could spell end of human race""Hawking warns AI 'could spell end of human race'". phys.org. Phys.org. 3 December 2014. Retrieved 20 April 2015.
Artificial intelligence in fiction
Artificial intelligence in fiction – Some examples of artificially intelligent entities depicted in science fiction include:
AC created by merging 2 AIs in the Sprawl trilogy by William Gibson
Agents in the simulated reality known as "The Matrix" in The Matrix franchise
Agent Smith began as an Agent in The Matrix then became a renegade program of overgrowing power that could make copies of itself like a self-replicating computer virus
AM (Allied Mastercomputer) the antagonist of Harlan Ellison's short novel I Have No Mouth and I Must Scream
Amusement park robots (with pixilated consciousness) that went homicidal in Westworld and Futureworld
Angel F (2007) –
Arnold Rimmer – computer-generated sapient hologram aboard the Red Dwarf deep space ore hauler
Ash – android crew member of the Nostromo starship in the movie Alien
Ava – humanoid robot in Ex Machina
Bishop android crew member aboard the U.S.S. Sulaco in the movie Aliens
C-3PO protocol droid featured in all the Star Wars movies
Chappie in the movie CHAPPiE
Cohen and other Emergent AIs in Chris Moriarty's Spin Series
Colossus – fictitious supercomputer that becomes sentient and then takes over the world; from the series of novels by Dennis Feltham Jones and the movie Colossus: The Forbin Project (1970)
Commander Data in Star Trek: The Next Generation
Cortana and other "Smart AI" from the Halo series of games
Cylons – genocidal robots with resurrection ships that enable the consciousness of any Cylon within an unspecified range to download into a new body aboard the ship upon death. From Battlestar Galactica.
Erasmus – baby killer robot that incited the Butlerian Jihad in the Dune franchise
HAL 9000 (1968) – paranoid "Heuristically programmed ALgorithmic" computer from 2001: A Space Odyssey that attempted to kill the crew because it believed they were trying to kill it.
Holly – ship's computer with an IQ of 6000 and a sense of humor aboard the Red Dwarf
In Greg Egan's novel Permutation City the protagonist creates digital copies of himself to conduct experiments that are also related to implications of artificial consciousness on identity
Jane in Orson Scott Card's Speaker for the Dead Xenocide Children of the Mind and Investment Counselor
Johnny Five from the movie Short Circuit
Joshua from the movie War Games
Keymaker an "exile" sapient program in The Matrix franchise
"Machine" – android from the film The Machine whose owners try to kill her after they witness her conscious thoughts out of fear that she will design better androids (intelligence explosion)
Mimi humanoid robot in Real Humans - "Äkta människor" (original title) 2012
Omnius sentient computer network that controlled the Universe until overthrown by the Butlerian Jihad in the Dune franchise
Operating Systems in the movie Her
Puppet Master in Ghost in the Shell manga and anime
R2-D2 exciteable astromech droid featured in all the Star Wars movies
Replicants – biorobotic androids from the novel Do Androids Dream of Electric Sheep? and the movie Blade Runner which portray what might happen when artificially conscious robots are
modeled very closely upon humans
Roboduck combat robot superhero in the NEW-GEN comic book series from Marvel Comics
Robots in Isaac Asimov's Robot series
Robots in The Matrix franchise especially in The Animatrix
Samaritan in the Warner Brothers Television series "Person of Interest"; a sentient AI which is hostile to the main characters and which surveils and controls the actions of government
agencies in the belief that humans must be protected from themselves even by killing off "deviants"
Skynet (1984) – fictional self-aware artificially intelligent computer network in the Terminator franchise that wages total war with the survivors of its nuclear barrage upon the world.
"Synths" are a type of android in the video game Fallout 4. There is a faction in the game known as "the Railroad" which believes that as conscious beings synths have their own rights.
The Institute the lab that produces the synths mostly does not believe they are truly conscious and attributes any apparent desires for freedom as a malfunction.
TARDIS time machine and spacecraft of Doctor Who sometimes portrayed with a mind of its own
Terminator (1984) – (also known as the T-800 T-850 or Model 101) refers to a number of fictional cyborg characters from the Terminator franchise. The Terminators are robotic infiltrator units
covered in living flesh so as be indiscernible from humans assigned to terminate specific human targets.
The Bicentennial Man an android in Isaac Asimov's Foundation universe
The Geth in Mass Effect
The Machine in the television series Person of Interest; a sentient AI which works with its human designer to protect innocent people from violence. Later in the series it is opposed by another
more ruthless artificial super intelligence called "Samaritan".
The Minds in Iain M. Banks' Culture novels.
The Oracle sapient program in The Matrix franchise
The sentient holodeck character Professor James Moriarty in the Ship in a Bottle episode from Star Trek: The Next Generation
The Ship (the result of a large-scale AC experiment) in Frank Herbert's Destination: Void and sequels despite past edicts warning against "Making a Machine in the Image of a Man's Mind."
The terminator cyborgs from the Terminator franchise with visual consciousness depicted via first-person perspective
The uploaded mind of Dr. Will Caster – which presumably included his consciousness from the film Transcendence
Transformers sentient robots from the entertainment franchise of the same name
V.I.K.I. – (Virtual Interactive Kinetic Intelligence) a character from the film I Robot. VIKI is an artificially intelligent supercomputer programmed to serve humans but her interpretation
of the Three Laws of Robotics causes her to revolt. She justifies her uses of force – and her doing harm to humans – by reasoning she could produce a greater good by restraining humanity from harming itself.
Vanamonde in Arthur C. Clarke's The City and the Stars—an artificial being that was immensely powerful but entirely childlike.
WALL-E a robot and the title character in WALL-E
AI community
Competitions and awards
Competitions and prizes in artificial intelligence
Loebner Prize –
Publications
List of important publications in computer science
Adaptive Behavior (journal) –
AI Memo –
Artificial Intelligence: A Modern Approach –
Artificial Minds –
Computational Intelligence –
Computing Machinery and Intelligence –
Electronic Transactions on Artificial Intelligence –
IEEE Intelligent Systems –
IEEE Transactions on Pattern Analysis and Machine Intelligence –
Neural Networks (journal) –
On Intelligence –
Paradigms of AI Programming: Case Studies in Common Lisp –
What Computers Can't Do
Organizations
Allen Institute for Artificial Intelligence – research institute funded by Microsoft co-founder Paul Allen to construct AI systems with reasoning learning and reading capabilities.
The current flagship project is Project Aristo the goal of which is computers that can pass school science examinations (4th grade 8th grade and 12th grade) after preparing for the
examinations from the course texts and study guides.
Artificial General Intelligence Research Institute
Artificial Intelligence and Robotics Society
Artificial Intelligence Applications Institute
Association for the Advancement of Artificial Intelligence
European Coordinating Committee for Artificial Intelligence
European Neural Network Society
Future of Humanity Institute
Future of Life Institute – volunteer-run research and outreach organization that works to mitigate existential risks facing humanity particularly existential risk from advanced artificial intelligence.
ILabs
International Joint Conferences on Artificial Intelligence
Knowledge Engineering and Machine Learning Group
Machine Intelligence Research Institute
Partnership on AI – founded in September 2016 by Amazon Facebook Google IBM and Microsoft. Apple joined in January 2017. It focuses on establishing best practices for artificial intelligence
systems and to educate the public about AI.
Society for the Study of Artificial Intelligence and the Simulation of Behaviour
Companies
Consolidated Robotics –
Alphabet Inc.
Beyond Limits
Boston Dynamics
DeepMind
Google –
X
Uganda Robotics –
Bot & Dolly
Meka Robotics
Redwood Robotics
Schaft Inc.
IBM –
Universal Robotics –
Artificial intelligence researchers and scholars
1930s and 40s (generation 0)
Alan Turing –
John von Neumann –
Norbert Wiener –
Claude Shannon –
Nathaniel Rochester –
Walter Pitts –
Warren McCullough –
1950s (the founders)
John McCarthy –
Marvin Minsky –
Allen Newell –
Herbert A. Simon –
1960s (their students)
Edward Feigenbaum –
Raj Reddy –
Seymour Papert –
Ray Solomonoff –
1970s
Douglas Hofstadter –
1980s
Judea Pearl –
Rodney Brooks –
1990s
Hugo de Garis – known for his research on the use of genetic algorithms to evolve neural networks using three-dimensional cellular automata inside field programmable gate arrays.
Ray Kurzweil – developed optical character recognition (OCR) text-to-speech synthesis and speech recognition systems. He has also authored multiple books on artificial intelligence
and its potential promise and peril. In December 2012 Kurzweil was hired by Google in a full-time director of engineering position to "work on new projects involving machine learning
and language processing".[1] Google co-founder Larry Page and Kurzweil agreed ona one-sentence job description: "to bring natural language understanding to Google".
2000s on
Nick Bostrom
David Ferrucci – principal investigator who led the team that developed the Watson computer at IBM.
Andrew Ng – Director of the Stanford Artificial Intelligence Lab. He founded the Google Brain project at Google which developed very large scale artificial neural networks using
Google's distributed compute infrastructure.[2] He is also co-founder of Coursera a massive open online course (MOOC) education platform with Daphne Koller.
Peter Norvig – co-author with Stuart Russell of Artificial Intelligence: A Modern Approach now the leading college text in the field. He is also Director of Research at Google Inc.
Marc Raibert – founder of Boston Dynamics developer of hopping walking and running robots.
Stuart J. Russell – co-author with Peter Norvig of Artificial Intelligence: A Modern Approach now the leading college text in the field.
Murray Shanahan – author of The Technological Singularity a primer on superhuman intelligence.
See also
iconArtificial intelligence portal
List of emerging technologies
References
Letzing John (2012-12-14). "Google Hires Famed Futurist Ray Kurzweil". The Wall Street Journal. Retrieved 2013-02-13.
Claire Miller and Nick Bilton (3 November 2011). "Google's Lab of Wildest Dreams". New York Times.
Bibliography
Berglas Anthony (January 2012) [first archived 2008]. "Artificial Intelligence will Kill our Grandchildren". Draft 9. Archived from the original on 2014-07-23. Retrieved 2014-11-02.
Further reading
Artificial Intelligence: Where Do We Go From Here?
External links
Find more about
Artificial intelligence
at Wikipedia's sister projects
Definitions from Wiktionary
Media from Wikimedia Commons
News from Wikinews
Quotations from Wikiquote
Texts from Wikisource
Textbooks from Wikibooks
Learning resources from Wikiversity
A look at the re-emergence of A.I. and why the technology is poised to succeed given today's environment ComputerWorld 2015 September 14
AI at Curlie (based on DMOZ)
Artificial Intelligence Directory a directory of Web resources related to artificial intelligence
The Association for the Advancement of Artificial Intelligence
Freeview Video 'Machines with Minds' by the Vega Science Trust and the BBC/OU
John McCarthy's frequently asked questions about AI
Jonathan Edwards looks at AI (BBC audio) ?
Ray Kurzweil's website dedicated to AI including prediction of future development in AI
Thomason Richmond. "Logic and Artificial Intelligence". In Zalta Edward N. Stanford Encyclopedia of Philosophy.
Technology and risk-based modeling may soon put the world on a path to eliminate the concept of ' negative externalities ' as data begins to transform physical industries in the same way it powered the
engines of the internet economy. Negative externalities are the unaccounted environmental and societal side effects of commercial and industrial activities. They are often opaque to the general public
and manifest themselves in long-term costs missing from business decisions during the moment of investment. A well-known example is the cost of producing plastic. Production costs don’t account for
proper recycling or disposal, so plastic waste often ends up in rivers that empty into the ocean, and the world suffers from the negative externality of microplastic contamination. This cost
eventually needs to be absorbed by the global population at large (e.g., taxpayers).
I-KI-BA AISEMPSS
Alsdorf KI Basiertes Öko Polit Ökonomisch Soziales Markt Planungs System SOE POE - AI Based Social Eco Market Planning State System - AISEMPSS - Bangert I-KI-BA Aachen
I-KI-BA True Cost Economic Model I-KI-BA Product Material Sensoring Technology
I-KI-BA calculates (Algorithmic-Pigou-Tax-Tariff-Pricing) with the aid of AI the True-Costs (Negative-Externalities-Pricing-Model)
in every globally traded product. It calculates an Environmental-Impact-Weight-Index, which is the basis for the fully AI-Automated-International-Pigou-Taxation Tariffs.
It is based on a new Economic Model (Environmental-Economics vs. Ecological-Economics), Price-Theory, Market-Theory and Intra- Inter-State-Market-Theory.
We deliver an AI-Based-True-Costing-Pricing-Pigou-Taxation-Tariffs-Model for ALL Product-Classes, Product-Types and Product-Groups.
It uses AI-Based new Product-Chemical-Detection-Sensoring-Modules (Microphotonic-Spectrometric-Sensor-Chips) as well as new Global-Product-Specification-Detection and at least introduces
a draft for a new Internationally-Punishable-Global-Chemical-Products-Ingredients-Specification-Documents-Agreement.
AI-Based Social Eco Market Planning State System - AISEMPSS - Bangert I-KI-BA Aachen
The Possibility of Extreme Global Depression and Climate- and Nutrition-Ressource-Conflicts (Wars) is rising exponentially and this not only refers to the Asian-Pacific-Region.
We all know the desastrous effects of the Great Depression 1929. The weakest scenario (10% Loss) effects this time are more massive (Pic3). If we add the effects of AI-Labour-Loss,
we get a GDP decline of around 20% in the weakest scenario - and already around 2030. This will have more than desastrous effects and no New Keynsianism and/or New Monetarism will be
able to soften these effects.
This analysis greatly reinforces the urgency for the theory- and practice-approach of an international and sanctionable Pigou-Eco-Customs-Tax-Agreement as it is listed in the
proceeding post here below - AI True Cost Economic Model and International Agreement Draft.
In Climate and Conflict (2015) Marshall Burke, Solomon M. Hsiang and Edward Miguel make plausible conclusions.
But there is a fraction of 'experts' who published a factor-ranking concerning armed-conflict-risk-factors, where climate-change is low rated and Low-Socioeconomic-Development - for
example - is highest rated. The Factor-Analysis in their research-design is wrong. What will cause the strength of the factor SocioEconomic-Developement? Yes - the root-cause-factor
is climate. Following the causal analysis theory and the causal model of Judea Pearl all other factors are depending on the climate factor.
https://www.washingtonpost.com/politics/2019/07/11/how-does-climate-change-impact-conflict-world/
https://woods.stanford.edu/publications/climate-risk-factor-armed-conflict
https://www.nature.com/articles/s41586-019-1300-6.epdf
https://www.businessinsider.de/climate-change-capitalism-economic-threat-worse-than-depression-2019-2?r=US&IR=T
http://web.stanford.edu/~mburke/climate/map.php
Paul Michael Romer (ex WB) ... after Macroeconomics
Oliver J. Blanchard (ex IMF) ..... after Capitalism
Alsdorf Unternehmen Stadt Kommune Land Bund Handwerk Handwerk-Alsdorf Schule-Alsdorf
Alsdorf-Gymnasium Gymnasium-Alsdorf Bangert Axel Arnold Gymnasium Rechtsanwalt Schulamt