1. Augmented Intelligence transcends current narrow AI and allows machines and humans to work together pervasively and competitively.
2. Augmented Intelligence provides faster insights into operations too complex for human minds alone by understanding them better.
3. Augmented Intelligence with causal AI has the greatest potential to change industries and competition by how businesses operate.
Leveraging Generative AI & Best practicesDianaGray10
Ā
In this event we will cover:
- What is Generative AI and how it is being for future of work.
- Best practices for developing and deploying generative AI based models in productions.
- Future of Generative AI, how generative AI is expected to evolve in the coming years.
š¹How will AI-based content-generating tools change your mission and products?
š¹This complimentary webinar [ON-DEMAND] explores multiple use cases that drive adoption in their early adopter customer base to provide product leaders with insights into the future of generative AI-powered businesses, and the potential generative AI holds for driving innovation and improving business processes.
The Future of AI is Generative not Discriminative 5/26/2021Steve Omohundro
Ā
The deep learning AI revolution has been sweeping the world for a decade now. Deep neural nets are routinely used for tasks like translation, fraud detection, and image classification. PwC estimates that they will create $15.7 trillion/year of value by 2030. But most current networks are "discriminative" in that they directly map inputs to predictions. This type of model requires lots of training examples, doesn't generalize well outside of its training set, creates inscrutable representations, is subject to adversarial examples, and makes knowledge transfer difficult. People, in contrast, can learn from just a few examples, generalize far beyond their experience, and can easily transfer and reuse knowledge. In recent years, new kinds of "generative" AI models have begun to exhibit these desirable human characteristics. They represent the causal generative processes by which the data is created and can be compositional, compact, and directly interpretable. Generative AI systems that assist people can model their needs and desires and interact with empathy. Their adaptability to changing circumstances will likely be required by rapidly changing AI-driven business and social systems. Generative AI will be the engine of future AI innovation.
Data Con LA 2020
Description
More and more organizations are embracing AI technology by infusing it in their products and services to to differentiate themselves against their competitors. AI is being utilized in some sensitive areas of human life. In this session let's look at some of principles governing adoption of AI in a responsible manner. Why companies are accelerating adoption of AI?
Increasingly organization are accelerating adoption of AI to differentiate their product and services in the market. Outcomes of this digital transformation that we have seen in the areas of optimizing operations, engaging customers, empowering employees and transforming their products and services.
*List some of the sensitive use cases where AI is being applied
*Why governing AI is important and what are those principles?
*How Microsoft is approaching it?
Speaker
Suresh Paulraj, Microsoft, Principal Cloud Solution Architect Data & AI
Artificial Intelligence Machine Learning Deep Learning Ppt Powerpoint Present...SlideTeam
Ā
Choose our Artificial Intelligence Machine Learning Deep Learning PPT PowerPoint Presentation Slide Templates to understand this popular branch of computer science. Acquaint your audience with the process of building smart, capable machines that can perform intelligent tasks with the help of this neural network PPT presentation. Exhibit the difference between AI, machine learning, and deep learning through this informative robotics PPT design. Elaborate on the wide range of areas that can benefit from artificial intelligence like supply chain, customer experience, human resources, fraud detection, research, and development by taking the aid of this computer science PPT slideshow. Highlight the booming rate of AI business and its future revenue forecast by downloading this thought-provoking and indulging information technology PowerPoint graphics. Save your time and efforts with these pre-ready and professionally crafted content-specific slides. It will educate your audience about this complex process in an easy yet efficient way. Download this AI functioning PowerPoint deck to create a roadmap for the growth and expansion of your business. https://bit.ly/3x135nD
Leveraging Generative AI & Best practicesDianaGray10
Ā
In this event we will cover:
- What is Generative AI and how it is being for future of work.
- Best practices for developing and deploying generative AI based models in productions.
- Future of Generative AI, how generative AI is expected to evolve in the coming years.
š¹How will AI-based content-generating tools change your mission and products?
š¹This complimentary webinar [ON-DEMAND] explores multiple use cases that drive adoption in their early adopter customer base to provide product leaders with insights into the future of generative AI-powered businesses, and the potential generative AI holds for driving innovation and improving business processes.
The Future of AI is Generative not Discriminative 5/26/2021Steve Omohundro
Ā
The deep learning AI revolution has been sweeping the world for a decade now. Deep neural nets are routinely used for tasks like translation, fraud detection, and image classification. PwC estimates that they will create $15.7 trillion/year of value by 2030. But most current networks are "discriminative" in that they directly map inputs to predictions. This type of model requires lots of training examples, doesn't generalize well outside of its training set, creates inscrutable representations, is subject to adversarial examples, and makes knowledge transfer difficult. People, in contrast, can learn from just a few examples, generalize far beyond their experience, and can easily transfer and reuse knowledge. In recent years, new kinds of "generative" AI models have begun to exhibit these desirable human characteristics. They represent the causal generative processes by which the data is created and can be compositional, compact, and directly interpretable. Generative AI systems that assist people can model their needs and desires and interact with empathy. Their adaptability to changing circumstances will likely be required by rapidly changing AI-driven business and social systems. Generative AI will be the engine of future AI innovation.
Data Con LA 2020
Description
More and more organizations are embracing AI technology by infusing it in their products and services to to differentiate themselves against their competitors. AI is being utilized in some sensitive areas of human life. In this session let's look at some of principles governing adoption of AI in a responsible manner. Why companies are accelerating adoption of AI?
Increasingly organization are accelerating adoption of AI to differentiate their product and services in the market. Outcomes of this digital transformation that we have seen in the areas of optimizing operations, engaging customers, empowering employees and transforming their products and services.
*List some of the sensitive use cases where AI is being applied
*Why governing AI is important and what are those principles?
*How Microsoft is approaching it?
Speaker
Suresh Paulraj, Microsoft, Principal Cloud Solution Architect Data & AI
Artificial Intelligence Machine Learning Deep Learning Ppt Powerpoint Present...SlideTeam
Ā
Choose our Artificial Intelligence Machine Learning Deep Learning PPT PowerPoint Presentation Slide Templates to understand this popular branch of computer science. Acquaint your audience with the process of building smart, capable machines that can perform intelligent tasks with the help of this neural network PPT presentation. Exhibit the difference between AI, machine learning, and deep learning through this informative robotics PPT design. Elaborate on the wide range of areas that can benefit from artificial intelligence like supply chain, customer experience, human resources, fraud detection, research, and development by taking the aid of this computer science PPT slideshow. Highlight the booming rate of AI business and its future revenue forecast by downloading this thought-provoking and indulging information technology PowerPoint graphics. Save your time and efforts with these pre-ready and professionally crafted content-specific slides. It will educate your audience about this complex process in an easy yet efficient way. Download this AI functioning PowerPoint deck to create a roadmap for the growth and expansion of your business. https://bit.ly/3x135nD
For this plenary talk at the Charlotte AI Institute for Smarter Learning, Dr. Cori Faklaris introduces her fellow college educators to the exciting world of generative AI tools. She gives a high-level overview of the generative AI landscape and how these tools use machine learning algorithms to generate creative content such as music, art, and text. She then shares some examples of generative AI tools and demonstrate how she has used some of these tools to enhance teaching and learning in the classroom and to boost her productivity in other areas of academic life.
Presenting the landscape of AI/ML in 2023 by introducing a quick summary of the last 10 years of its progress, current situation, and looking at things happening behind the scene.
Artificial Intelligence and Machine Learning for businessSteven Finlay
Ā
Artificial Intelligence (AI) and Machine Learning are now mainstream business tools. They are being applied across many industries to increase profits, reduce costs, save lives and improve customer experiences.
This presentation, based on the #1 Amazon bestselling book, cuts through the technical jargon that is often associated with these subjects. It delivers a simple and concise introduction for managers and business people.
The focus is very much on practical application, and how to work with technical specialists (data scientists) to maximise the benefits of these technologies.
Developed with Forum for the Future, an international sustainability non-profit organization, and based on our own interviews and executive survey, Vision 2030: A connected future highlights the opportunities that experts and business leaders see for IoT, data and connectivity to create a sustainable future.
The report outlines a future vision for IoT driven connectivity and highlights the barriers that need to be overcome to realize this vision and concludes with recommended next steps.
Unlocking the Power of Generative AI An Executive's Guide.pdfPremNaraindas1
Ā
Generative AI is here, and it can revolutionize your business. With its powerful capabilities, this technology can help companies create more efficient processes, unlock new insights from data, and drive innovation. But how do you make the most of these opportunities?
This guide will provide you with the information and resources needed to understand the ins and outs of Generative AI, so you can make informed decisions and capitalize on the potential. It covers important topics such as strategies for leveraging large language models, optimizing MLOps processes, and best practices for building with Generative AI.
[DSC DACH 23] ChatGPT and Beyond: How generative AI is Changing the way peopl...DataScienceConferenc1
Ā
In recent years, generative AI has made significant advancements in language understanding and generation, leading to the development of chatbots like ChatGPT. These models have the potential to change the way people interact with technology. In this session, we will explore the advancements in generative AI. I will show how these models have evolved, their strengths and limitations, and their potential for improving various applications. Additionally, I will show some of the ethical considerations that arise from the use of these models and their impact on society.
Artificial Intelligence High Technology PowerPoint Presentation Slides Comple...SlideTeam
Ā
Artificial Intelligence High Technology PowerPoint Presentation Slides Complete Deck combines state-of-the-art design with insightful info. This PPT template deck helps you express every important aspect of machine intelligence. Showcase definition, types, use cases, trends, application, and present situation of AI. Employ our PowerPoint theme to elucidate the differences between AI, machine learning, and deep learning. Our PPT layout designers incorporate cutting-edge diagrams, and graphics to simplify complex data and season bland content. Illustrate the application, selection method, significance, function, use cases, challenges, and limitations of machine learning. Also, walk your audience through ML algorithms, decision tree algorithm learning, and differences between traditional programming and machine learning. Offer a complete overview of deep learning including the process, application, limitations, and significance through this comprehensive PowerPoint presentation. Highlight reinforcement learning, classification of neural networks, deep learning networks, feed-forward neural networks, recurrent neural networks, and convolutional neural networks. You will also find data on supervised and unsupervised machine learning, back propagation, and AI expert systems. Smash the download icon to personalize. Our Artificial Intelligence High Technology PowerPoint Presentation Slides Complete Deck are topically designed to provide an attractive backdrop to any subject. Use them to look like a presentation pro. https://bit.ly/3oaWpPz
This presentation discusses matters of AI and machine learning. This presentation was given during the ITU-T workshop on Machine Learning for 5G and beyond, held at ITU HQ in Geneva, Switzerland on 29 Jan 18. More information on the workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
Join our upcoming forums and workshops here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/Pages/default.aspx
Generative AI: Past, Present, and Future ā A Practitioner's PerspectiveHuahai Yang
Ā
Generative AI: Past, Present, and Future ā A Practitioner's Perspective
As the academic realm grapples with the profound implications of generative AI
and related applications like ChatGPT, I will present a grounded view from my
experience as a practitioner. Starting with the origins of neural networks in
the fields of logic, psychology, and computer science, I trace its history and
align it within the wider context of the pursuit of artificial intelligence.
This perspective will also draw parallels with historical developments in
psychology. Against this backdrop, I chart a proposed trajectory for the future.
Finally, I provide actionable insights for both academics and enterprising
individuals in the field.
Introduction To Artificial Intelligence PowerPoint Presentation SlidesSlideTeam
Ā
Introduction to Artificial Intelligence is for the mid level managers giving information about what is AI, AI levels, types of AI, where AI is used. You can also know the difference between AI vs Machine learning vs Deep learning to understand expert system in a better way for business growth. https://bit.ly/3er7KWI
What is Artificial Intelligence | Artificial Intelligence Tutorial For Beginn...Edureka!
Ā
** Machine Learning Engineer Masters Program: https://www.edureka.co/masters-program/machine-learning-engineer-training **
This tutorial on Artificial Intelligence gives you a brief introduction to AI discussing how it can be a threat as well as useful. This tutorial covers the following topics:
1. AI as a threat
2. What is AI?
3. History of AI
4. Machine Learning & Deep Learning examples
5. Dependency on AI
6.Applications of AI
7. AI Course at Edureka - https://goo.gl/VWNeAu
For more information, please write back to us at sales@edureka.co
Call us at IN: 9606058406 / US: 18338555775
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
"You can download this product from SlideTeam.net"
Keep your audience glued to their seats with professionally designed PPT slides. This deck comprises of total of fourtyseven slides. It has PPT templates with creative visuals and well researched content. Not just this, our PowerPoint professionals have crafted this deck with appropriate diagrams, layouts, icons, graphs, charts and more. This content ready presentation deck is fully editable. Just click the DOWNLOAD button below. Change the colour, text and font size. You can also modify the content as per your need. Get access to this well crafted complete deck presentation and leave your audience stunned. https://bit.ly/35jx0hU
Branch of computer science that develops machines and software with human-like intelligence
top 5 artificial intelligence stocks
artificial intelligence technology
artificial intelligence articles
artificial intelligence companies
artificial intelligence stocks to buy
artificial intelligence robots
artificial intelligence in medicine
artificial intelligence wikipedia
#AI is About to Reshape the Workplace & Your Organization's #DataStrategySteve Ardire
Ā
#AI is About to Reshape the Workplace & Your Organization's #DataStrategy https://shar.es/1C4oQI at #CDOVision http://cdovision2016.dataversity.net/ April 19 - 20 in San Diego
For this plenary talk at the Charlotte AI Institute for Smarter Learning, Dr. Cori Faklaris introduces her fellow college educators to the exciting world of generative AI tools. She gives a high-level overview of the generative AI landscape and how these tools use machine learning algorithms to generate creative content such as music, art, and text. She then shares some examples of generative AI tools and demonstrate how she has used some of these tools to enhance teaching and learning in the classroom and to boost her productivity in other areas of academic life.
Presenting the landscape of AI/ML in 2023 by introducing a quick summary of the last 10 years of its progress, current situation, and looking at things happening behind the scene.
Artificial Intelligence and Machine Learning for businessSteven Finlay
Ā
Artificial Intelligence (AI) and Machine Learning are now mainstream business tools. They are being applied across many industries to increase profits, reduce costs, save lives and improve customer experiences.
This presentation, based on the #1 Amazon bestselling book, cuts through the technical jargon that is often associated with these subjects. It delivers a simple and concise introduction for managers and business people.
The focus is very much on practical application, and how to work with technical specialists (data scientists) to maximise the benefits of these technologies.
Developed with Forum for the Future, an international sustainability non-profit organization, and based on our own interviews and executive survey, Vision 2030: A connected future highlights the opportunities that experts and business leaders see for IoT, data and connectivity to create a sustainable future.
The report outlines a future vision for IoT driven connectivity and highlights the barriers that need to be overcome to realize this vision and concludes with recommended next steps.
Unlocking the Power of Generative AI An Executive's Guide.pdfPremNaraindas1
Ā
Generative AI is here, and it can revolutionize your business. With its powerful capabilities, this technology can help companies create more efficient processes, unlock new insights from data, and drive innovation. But how do you make the most of these opportunities?
This guide will provide you with the information and resources needed to understand the ins and outs of Generative AI, so you can make informed decisions and capitalize on the potential. It covers important topics such as strategies for leveraging large language models, optimizing MLOps processes, and best practices for building with Generative AI.
[DSC DACH 23] ChatGPT and Beyond: How generative AI is Changing the way peopl...DataScienceConferenc1
Ā
In recent years, generative AI has made significant advancements in language understanding and generation, leading to the development of chatbots like ChatGPT. These models have the potential to change the way people interact with technology. In this session, we will explore the advancements in generative AI. I will show how these models have evolved, their strengths and limitations, and their potential for improving various applications. Additionally, I will show some of the ethical considerations that arise from the use of these models and their impact on society.
Artificial Intelligence High Technology PowerPoint Presentation Slides Comple...SlideTeam
Ā
Artificial Intelligence High Technology PowerPoint Presentation Slides Complete Deck combines state-of-the-art design with insightful info. This PPT template deck helps you express every important aspect of machine intelligence. Showcase definition, types, use cases, trends, application, and present situation of AI. Employ our PowerPoint theme to elucidate the differences between AI, machine learning, and deep learning. Our PPT layout designers incorporate cutting-edge diagrams, and graphics to simplify complex data and season bland content. Illustrate the application, selection method, significance, function, use cases, challenges, and limitations of machine learning. Also, walk your audience through ML algorithms, decision tree algorithm learning, and differences between traditional programming and machine learning. Offer a complete overview of deep learning including the process, application, limitations, and significance through this comprehensive PowerPoint presentation. Highlight reinforcement learning, classification of neural networks, deep learning networks, feed-forward neural networks, recurrent neural networks, and convolutional neural networks. You will also find data on supervised and unsupervised machine learning, back propagation, and AI expert systems. Smash the download icon to personalize. Our Artificial Intelligence High Technology PowerPoint Presentation Slides Complete Deck are topically designed to provide an attractive backdrop to any subject. Use them to look like a presentation pro. https://bit.ly/3oaWpPz
This presentation discusses matters of AI and machine learning. This presentation was given during the ITU-T workshop on Machine Learning for 5G and beyond, held at ITU HQ in Geneva, Switzerland on 29 Jan 18. More information on the workshop can be found here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/20180129/Pages/default.aspx
Join our upcoming forums and workshops here: https://www.itu.int/en/ITU-T/Workshops-and-Seminars/Pages/default.aspx
Generative AI: Past, Present, and Future ā A Practitioner's PerspectiveHuahai Yang
Ā
Generative AI: Past, Present, and Future ā A Practitioner's Perspective
As the academic realm grapples with the profound implications of generative AI
and related applications like ChatGPT, I will present a grounded view from my
experience as a practitioner. Starting with the origins of neural networks in
the fields of logic, psychology, and computer science, I trace its history and
align it within the wider context of the pursuit of artificial intelligence.
This perspective will also draw parallels with historical developments in
psychology. Against this backdrop, I chart a proposed trajectory for the future.
Finally, I provide actionable insights for both academics and enterprising
individuals in the field.
Introduction To Artificial Intelligence PowerPoint Presentation SlidesSlideTeam
Ā
Introduction to Artificial Intelligence is for the mid level managers giving information about what is AI, AI levels, types of AI, where AI is used. You can also know the difference between AI vs Machine learning vs Deep learning to understand expert system in a better way for business growth. https://bit.ly/3er7KWI
What is Artificial Intelligence | Artificial Intelligence Tutorial For Beginn...Edureka!
Ā
** Machine Learning Engineer Masters Program: https://www.edureka.co/masters-program/machine-learning-engineer-training **
This tutorial on Artificial Intelligence gives you a brief introduction to AI discussing how it can be a threat as well as useful. This tutorial covers the following topics:
1. AI as a threat
2. What is AI?
3. History of AI
4. Machine Learning & Deep Learning examples
5. Dependency on AI
6.Applications of AI
7. AI Course at Edureka - https://goo.gl/VWNeAu
For more information, please write back to us at sales@edureka.co
Call us at IN: 9606058406 / US: 18338555775
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
"You can download this product from SlideTeam.net"
Keep your audience glued to their seats with professionally designed PPT slides. This deck comprises of total of fourtyseven slides. It has PPT templates with creative visuals and well researched content. Not just this, our PowerPoint professionals have crafted this deck with appropriate diagrams, layouts, icons, graphs, charts and more. This content ready presentation deck is fully editable. Just click the DOWNLOAD button below. Change the colour, text and font size. You can also modify the content as per your need. Get access to this well crafted complete deck presentation and leave your audience stunned. https://bit.ly/35jx0hU
Branch of computer science that develops machines and software with human-like intelligence
top 5 artificial intelligence stocks
artificial intelligence technology
artificial intelligence articles
artificial intelligence companies
artificial intelligence stocks to buy
artificial intelligence robots
artificial intelligence in medicine
artificial intelligence wikipedia
#AI is About to Reshape the Workplace & Your Organization's #DataStrategySteve Ardire
Ā
#AI is About to Reshape the Workplace & Your Organization's #DataStrategy https://shar.es/1C4oQI at #CDOVision http://cdovision2016.dataversity.net/ April 19 - 20 in San Diego
Artificial Intelligence is trendy. Every event, every strategy meeting and every consulting firm talks about it. This whitepaper aims to separate actual facts and important background information from the overarching marketing buzz.
You will get a short but information-rich wrap up about: What causes the current hype? Where are we today? What are the innovation leaders doing with AI? And what are immediate action points to focus on by applying artificial intelligence to your business?
This guide demystifies AI and democratizes AI knowledge on how it creates and delivers value. It provides an essential understanding of AI to anyone with varying technical knowledge, curiosity, and interest in the technology.
Presentations from the AI conference held by EiTESAL that showcases the challenges met in the AI market in Egypt. presented by eng. Ahmed Hassaan from Orange.
In this talk, Ben will explore why some of the hype around generative AI is over the top, and why technology alone is no silver bullet.Ben will explain some of the practical limitations with AI and machine learning in marketing today, some risks that are often overlooked and how to harness the power of generative AI to your advantage for improved efficiency, while developing your skills to become a more effective digital marketer in the future.
Key Takeaways:
- Improved understanding of generative AI, ML and its limitations- Knowledge on a range of use cases for generative AI to improve digital marketing efficiency- Knowledge of the human skills you need that won't be replaced by robots (yet!), and how to prepare over the next 5/10 years!
Rapid technological advancements are opening up new possibilities for innovation, intelligence and automation. Intelligent Automation is being used across multiple industries to create new value for businesses and society alike.
Artificial intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think like humans and mimic their actions. A presentation that a layman could understand and have basic knowledge and concept of coming technology.
Cognitive Content Marketing: The Path to a More (Artificially) Intelligent Fu...PR 20/20
Ā
[Presented at Intelligent Content Conference 2017] Consider how much time your team spends discovering keywords; planning blog post topics; writing, optimizing, personalizing and automating content; testing landing pages; scheduling social shares; reviewing analytics and defining content strategies. Now imagine if a machine performed the majority of those activities and a marketer's primary role was to enhance rather than create.
Machines are not going to replace content marketers in the near term, but artificial intelligence is accelerating us toward a more intelligently automated future. Come explore the present and future potential of artificial intelligence, and discover AI-powered technologies that can drive marketing performance and transform your career.
* Understand what the disruption of other industries can teach us about the inevitable impact artificial intelligence will have on the marketing industry.
* Learn about the marketing technology companies that are leading the way in advanced automation, predictive analytics and machine-generated content.
* Apply new technologies and processes to make your content marketing more efficient and effective.
Marketing in the Machine Age: The Path to a More (Artificially) Intelligent F...PR 20/20
Ā
Presented at Emarsys Evolution, Aug. 3, 2017
Consider how much time your team spends reviewing marketing analytics, generating data-driven insights and recommendations, and devising intelligent strategies. Now imagine if a machine performed the majority of those activities and a marketer's primary role was to enhance rather than create.
Machines are not going to replace marketers in the near term, but artificial intelligence is accelerating us toward a more intelligently automated future. Come explore the present and future potential of artificial intelligence, and discover AI-powered technologies that can drive marketing performance and transform your career.
* Understand what the disruption of other industries can teach us about the inevitable impact artificial intelligence will have on the marketing industry.
* Learn about the marketing technology companies that are leading the way in advanced automation, predictive analytics and machine-generated content.
* Apply new technologies and processes to make your content marketing more efficient and effective.
Can human intelligence be replaced by artificial intelligence?karpagamacademy
Ā
AI has the potential to augment and enhance various aspects of human intelligence, the complete replacement of human intelligence by artificial intelligence remains a distant and ethically complex prospect. The responsible development and integration of AI should prioritize collaboration between humans and machines to harness the strengths of both.
Can human intelligence be replaced by artificial intelligence.pptxkarpagamacademy
Ā
No, human intelligence cannot be fully replaced by artificial intelligence. While AI systems can perform specific tasks and exhibit a form of narrow intelligence, they lack the holistic understanding, creativity, emotional intelligence, and consciousness that characterize human intelligence. AI complements human capabilities and can automate certain functions, but it cannot replicate the depth and breadth of human cognition, intuition, and complex decision-making. The relationship between humans and AI is more about collaboration and augmentation rather than substitution.
This is a PPT which highlights the basics of artificial intelligence and how it works and will affect job scenario.
ai in drug discovery, artificial intelligence, artificial intelligence in drug discovery, deep learning, deep learning techniques, gan, generative adversarial network (gan), gpu, gpu (graphics processing unit)-, graphics processing units, machine learning, matconvent, nvidia, nvidia dgx-1, python, tensorflow, torche, IBM watson for drug discovery
machine learning in drug discovery, deep learning in drug discovery
In the Dark? Understanding Big Data & AI: Talent Acquisition Strategies for 2018Yoh Staffing Solutions
Ā
Big Data and AI have changed the way companies acquire people. Is your organization one of them? Shed some light on this innovation with these valuable tips and gain a better understanding of the implications Big Data and AI can have on your talent acquisition strategy.
Will Artificial Intelligence Take Over Human.pdfVkmath
Ā
In this rapidly growing technological era, there are some misconceptions, myths about artificial intelligence. Artificial intelligence is very much essential in this generation. Although it has some drawbacks artificial intelligence has its own advantages.
The training content covers:
- Basics of Artificial Intelligence
- Penetration of AI in our daily lives
- Few examples and Use cases
- A brief on how future with AI looks like
Similar to Augmented intelligence is new way forward ! (20)
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Ā
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
Ā
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties ā USA
Expansion of bot farms ā how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks ā Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Ā
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
Ā
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Ā
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Ā
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Ā
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Let's dive deeper into the world of ODC! Ricardo Alves (OutSystems) will join us to tell all about the new Data Fabric. After that, Sezen de Bruijn (OutSystems) will get into the details on how to best design a sturdy architecture within ODC.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Ā
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as āpredictable inferenceā.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
Ā
The field of Information retrieval (IR) is currently undergoing a transformative shift, at least partly due to the emerging applications of generative AI to information access. In this talk, we will deliberate on the sociotechnical implications of generative AI for information access. We will argue that there is both a critical necessity and an exciting opportunity for the IR community to re-center our research agendas on societal needs while dismantling the artificial separation between the work on fairness, accountability, transparency, and ethics in IR and the rest of IR research. Instead of adopting a reactionary strategy of trying to mitigate potential social harms from emerging technologies, the community should aim to proactively set the research agenda for the kinds of systems we should build inspired by diverse explicitly stated sociotechnical imaginaries. The sociotechnical imaginaries that underpin the design and development of information access technologies needs to be explicitly articulated, and we need to develop theories of change in context of these diverse perspectives. Our guiding future imaginaries must be informed by other academic fields, such as democratic theory and critical theory, and should be co-developed with social science scholars, legal scholars, civil rights and social justice activists, and artists, among others.
Search and Society: Reimagining Information Access for Radical Futures
Ā
Augmented intelligence is new way forward !
1. Augmented Intelligence is the new way forward !
Wed Mar 21, 11:30 AM - 11:50 AM | Cloud and Data Campus Think Tank CĀ Ā | Session ID: 8950A
https://myibm.ibm.com/events/think/all-sessions/session/8950A
Steve Ardire
AI startup advisor & 'Merchant of Light
sardire@gmail.com
@sardire skype: sardire
http://www.linkedin.com/in/sardire
Augmented Intelligence transcends
current model of narrow artiļ¬cial
intelligence. Weāre on the cusp of a new
era where machines and humans working
together will be pervasive and a
competitive imperative.
Key takeaway messageā¦.
3. so we can stop presentation here then ;-)
The greatest enemy of knowledge is not
ignorance, it is the illusion of knowledge ā
Stephen Hawking
4. At IBM Vision 2017 thought leader Steve Ardire sat down with
Encenora Martinez IBM's Watson Analytics Director to discuss
importance of the "why" in business analytics
http://www.ibmbigdatahub.com/video/understanding-why-business-analytics.
How Augmented Intelligence will deliver the āwhyā with unprecedented
level of insight, relevance and speed.
Why-AI combines prediction with causal inference
( commonsense reasoning ) to address problems that
look beyond correlation into root causes and to
addresses behavioral understanding and perceptions
https://futurism.com/teaching-ai-common-sense/
5. IBM a great AI ambassador
Let me emphasize what Ginny
said about he coming era of
exponential learning
Ginny Rometty ā in five years, cognitive AI
will impact every decision madeā from
healthcare to education to financial services
6.
7. āThe Rise of Emergent Organizationsā by @bethcomstock
https://medium.com/emergent-era/the-rise-of-emergent-organizations-76e67e5860f0#.uyy7euihg
Mimic emergent systems in nature by distributing the decision making process as widely across the network as
possible. To change, start with changing how you communicate. Everything will flow from that !
1.Organize around information flows; ditch hierarchy and
bureaucracy.
2.Empower individuals
3. Replace long lists of rules with a good M.O
4. Get Used to Living in the āIn Betweenā
5. Open up new feedback loops
6. Tap into the power of minds and machines.
AI + Complexity = A Powerful Strategic Advantage
https://www.youtube.com/watch?v=KbpFAn2UwVA
IMO the 5 Traits of Top Performers
1. Intellectual firepower
2. Values (Integrity, empathy )
3. Passion
4. Critical Thinking / Judgement
5. Authenticity but OK to be different ;-)
8. Picture a Leader. Is She a Woman? Most people will draw a man. Researchers investigate the consequences.
https://www.nytimes.com/2018/03/16/health/women-leadership-workplace.html
Perhaps Augmented Intelligence can bust stereotyped expectations with objective reality
9. 12 Ways to Get Smarter
being a curious lifelong learner
is very important
http://www.visualcapitalist.com/12-ways-smarter-mental-models/?
utm_source=twitter&utm_medium=social&utm_campaign=SocialWarfare
Strongest Careers today are
Non-Linearā so those who āget
thisā will reinvent themselves
several times to adapt and stay
relevant #futureofwork
Why?
10. @IBM interviewed 30 #AI experts to explore AI and creativity
ā¢ If creative is seeing world in different ways and connecting patterns to find solutions, AI
potentially has a superior level of creative intelligence.
ā¢ But humans have AI trumped in our ability to interpret sensory information and learn by
intuition our unique capacities for creativity and emotional expression
Rob High, VP/CTO IBM Watson gets it right with Augmenting creativity āWhat we're more interested in are the techniques of
interacting with humans that inspire creativity in humans ā
Reads and reacts to users based on their body rhythms, emotions, preferences,
and data points.
AI is used to analyze usersā behavior or preferences to sculpt unique storylines
and narratives, essentially allowing for a story that changes in real time based on
who you are and how you feel.
This is where Mixed Reality and AI becomes a catalyst for very compelling and
engaging Interactive entertainment
11. TYPE III is about Augmented Intelligence
ā¢ Todayās machine learning cannot understand what you want and explain
information intuitively to you.
ā¢ Machine intelligence and predictive capabilities make software adaptable so you
can continue to learn from data even as conditions change.
ā¢ What Alexa et al lacks is continuous learning with strong capability to understand
language and complex logic within speciļ¬c and across multiple contexts
ā¢ Ergo context awareness and switching learned automatically for more natural
interaction is a key R&D focus area
ā¢ Whatās next is AI assistant that learns to anticipate your needs especially with
tsunami of social, sensor, messaging, video, audio intelligence to process in real
time to generate something actionable in the moment
ā¢ Interest in ambiguity and uncertainty has grown because the future in many
business sectors is in constant flux and far from certainty.
ā¢ While AI can compute complex analysis, humans provide the bolt out of the blue;
the patterns within patterns, with intuitive leap into something wholly new.
weāre here now to get thisthis is next
12. @SoulmachinesĀ #EIĀ forĀ #AI
https://www.youtube.com/watch?v=Y3PBNJ6rI94&feature=youtu.be
Type III also about #emotionAI that deļ¬nes context of interaction for understanding behavior & perception
Ray Kurzweil: computers will match
or beat human intelligence with
emotions & sense of humor
hippocampus plays role in memory and spatial navigation, is
essential to oneās ability to recognize previously encountered
events, objects, or people ā a phenomenon known as
recognition memory
@EmoShape emotion synthesis engine and recorded in
Realtime (no CGI)
https://www.youtube.com/watch?v=JgPu7GyMsVM
20 fascinating facts about #emotions
#16 EQ > IQ. 85% of your financial success is due
to your personality and ability to communicate,
negotiate, and lead.
Robbie.ai assesses and
predicting human emotions
in real time in the real world
for video and images
13. In order to truly work well together, AI will need to be able to understand and respond to
human emotions through verbal and facial cues, cultural practices, and social norms.
Anyone have any trash talk with AI on #Think2018 show floor ?
15. So letās start with Analytics apps today
Automated analytics
and reporting across
all departments
boosts productivity
and drives
meaningful insights
16. Immersive Insights:
ā¢ through AR enabling data scientists and non-
expert users to uncover multidimensional
relationships in data, extracting actionable
knowledge that may not be discoverable by
any other means.
ā¢ depth perception and motion cues that users
experience in AR improves their ability to
interpret 3D plots.
Next gen Analytics mergesĀ AI,
Big DataĀ andĀ Mixed Reality
Automated analytics across all departments will
boost productivity and drive meaningful insights,
while augmenting intelligence will power storytelling
with faster time to insight.
17. WRAP UP Quick Reactions from panel & audienceSo going forward its all about Augmented Intelligence
90% of information transmitted to the brain is visual
ā¢ monetary and nonmonetary gains e.g.,
worker time customer satisfaction, reduced
anxiety, improved health benefits.
ā¢ Going forward it will be a competitive
advantage for all players big and small
AI and the Need for Speed
But Decentralized AI Is Coming ;-)
18. #Artiļ¬cialIntelligence projected to drive $15.7 trillion of global #GDP gains by 2030
By 2020, #AI will a top ļ¬ve investment
priority for >30% of CIOs #GartnerAI
AI haveās pull ahead of have nots so what countries biggest winners ?
19. The Coming Wave of AI infused Expert Automation & Augmentation Software
https://www.cbinsights.com/research/expert-automation-augmentation-software-eaas/
EAAS helps humans do countless complex
tasks that are either beyond human cognition
and/or inefficient for human beings to do
21. How Augmented Intelligence Will Redefine Management
1: Leave Administration to AI
2: Focus on Judgment Work
3: Treat Intelligent Machines as āColleaguesā
4: Work Like a Designer Practice
5: Develop Social Skills and Networks
Rise of the Strategy Machines
http://mitsmr.com/2bZiH5n via @mitsmr
While humans may be ahead of computers in the ability to create
strategy today, we shouldnāt be complacent about our dominance.
Jobs taken over by robots include 'condescending white manā
Gartner: By 2018, more than 3 million workers globally will
be supervised by a ārobo-boss."
24. Cognitive biases influence the way we think and act
https://ethicsinaction.ieee.org/
Machine learning algorithms will pick up on any bias in the data they are given to learn from, and it is
very easy for bias to be unwittingly introduced into those algorithms by their designers.
A Vision for Prioritizing Human Well-being
with Autonomous and Intelligent Systems,
26. Summary: Augmented Intelligence is new way forward !
1. Augmented Intelligence transcends current model of narrow artificial intelligence. Weāre on the cusp of a new
era where machines and humans working together will be pervasive and a competitive imperative.
2. Augmented Intelligence allows us to better understand and improve operations too complex for human mind to
manage with faster time to insights
3. Augmented Intelligence with Causal AI displays greatest potential to change the way industries operate and
businesses compete
Merging AI and human minds to get smarter?
āData is new oil and #AI is the refinery"
Steve Ardire
AI startup advisor & 'Merchant of Light
sardire@gmail.com
@sardire skype: sardire
http://www.linkedin.com/in/sardire