Generated by All in One SEO v5.0.1.1, this is an llms.txt file, used by LLMs to index the site. # World Summit AI Americas The world’s leading AI summit ## Sitemaps - [XML Sitemap](https://americas.worldsummit.ai/sitemap.xml): Contains all public & indexable URLs for this website. ## Posts - [Hello world!](https://americas.worldsummit.ai/2017/12/20/hello-world/) - Welcome to Inspired Minds Network. This is your first post. Edit or delete it, then start blogging! ## Pages - [World Summit AI Americas - Homepage](https://americas.worldsummit.ai/) - [Programme](https://americas.worldsummit.ai/programme/) - [Accelerator](https://americas.worldsummit.ai/accelerator/) - [Commercial Partners](https://americas.worldsummit.ai/commercial-partners/) - [Media Zone](https://americas.worldsummit.ai/media-zone/) - [Community Partners](https://americas.worldsummit.ai/community-partners/) - [ABOUT US](https://americas.worldsummit.ai/about-us/) - [SPEAKERS](https://americas.worldsummit.ai/speakers/) - [TICKETS](https://americas.worldsummit.ai/tickets/) - [World Summit AI Canada- Register interest](https://americas.worldsummit.ai/world-summit-ai-canada-register-interest/) - [Form - Enter Startups Showcase](https://americas.worldsummit.ai/startups-showcase-entries/) - [Startups Showcase](https://americas.worldsummit.ai/startups-showcase/) - [Attendees](https://americas.worldsummit.ai/attendees/) - World Summit AI Americas will gather once again the major influencers in AI globally across business, science and tech. - 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[Form - Selfie](https://americas.worldsummit.ai/form-selfie/) - [WSAI Americas - Workshop BCF Day 2](https://americas.worldsummit.ai/bcf-workshop/) - [World Summit AI Americas Waiting list](https://americas.worldsummit.ai/waiting-list/) - [Sample Page](https://americas.worldsummit.ai/sample-page/) - This is an example page. It's different from a blog post because it will stay in one place and will show up in your site navigation (in most themes). Most people start with an About page that introduces them to potential site visitors. It might say something like this: Hi there! I'm a bike messenger - [BLOG](https://americas.worldsummit.ai/blog/) ## Sessions - [CLOSING HEADLINER: AI: from Social Good to Ambient Intelligence](https://americas.worldsummit.ai/session/closing-headliner-ai-from-social-good-to-ambient-intelligence-2/) - This session will highlight how AI can be helpful in addressing societal problems in a range of areas, and how Conversational AI can be transformative in removing barriers of modality and languages and impact how people can interact with technology and with each other. For further information, please see Yossi’s closing talk at Google’s AI - [Tech Talk 2: Building an AI-powered IT infrastructure](https://americas.worldsummit.ai/session/tech-talk-2/) - Ramprakash will give a presentation focused around shipping features to enterprise users at scale, and managing them effectively to make sure the models are relevant in the longer run. - [PRESENTATION: Chatbots and Conversational AI: Transforming Business Efficiency](https://americas.worldsummit.ai/session/presentation-chatbots-and-conversational-ai-transforming-business-efficiency/) - Businesses of all sizes are paying the price for under-investment in automation technologies. With an inability to scale and provide the best possible customer experience, decision makers are starting to see that now is the time for change and conversational AI is the best place to start. Learn how conversational AI enables businesses to transform - [Tech Talk 1: Using Artificial Intelligence to predict Exoplanetary Atmospheres using data from Space Telescopes](https://americas.worldsummit.ai/session/tech-talk-4-predicting-exoplanetary-atmospheres/) - A Grade 8 student, Artash has been working at the interface of space, robotics and artificial intelligence for the last few years. He is interested in deep space exploration and has been applying machine learning models to space challenges, including - predicting risk index of an asteroid collision with Earth and detecting atmospheres of exoplanets - [Startup Story: Qumulo](https://americas.worldsummit.ai/session/startup-story-qumulo/) - Qumulo is a Seattle-based enterprise data storage startup. They believe that storage should be simple, scalable, and efficient. Formed in 2012 by leaders from Isilon Systems, Adobe, and Wily Technology, Qumulo is reimagining enterprise storage. Their software is a distributed hybrid cloud file system, developed to offer flexibility, which runs on industry standard hardware and - [Startup Story: BrainBox AI: Pushing the energy efficient frontier with AI](https://americas.worldsummit.ai/session/startup-story-brainbox-ai-pushing-the-energy-efficient-frontier-with-ai/) - BrainBox AI utilizes self-adapting artificial intelligence technology to proactively optimize the energy consumption of one of the largest climate change contributors: Buildings. Located in Montreal, Canada, their team is comprised of experts in the fields of AI, data science, real estate, HVAC and energy efficiency. Their AI engine supports a self-operating building that requires no - [PANEL DISCUSSION: The implementation of an ethical framework](https://americas.worldsummit.ai/session/panel-discussion-the-implementation-of-an-ethical-framework/) - We’ve seen an explosion of AI ethics principles and guidelines published in the past three years but some say that these activities are merely ethics washing, and none are really implemented or implementable. At the same time, the industry does seem to be interested in taking real action, such as hiring so-called AI ethicists. This - [HEADLINER: Machine Learning workflow with Amazon Sagemaker](https://americas.worldsummit.ai/session/headliner-machine-learning-workflow-with-amazon-sagemaker/) - Traditional machine learning (ML) development is a complex, expensive, and iterative process made even more difficult because of the lack of integrated tools connecting the entire ML workflow. Users often need to stitch together tools and workflows, which is time-consuming and error-prone. Amazon SageMaker solves this challenge by providing all of the components used for - [HEADLINER: How humans judge machines](https://americas.worldsummit.ai/session/headliner-how-humans-judge-machines/) - Do we judge humans and machines equally? Or are our judgments biased depending on who or what is performing an action? Do we judge humans and machines equally? Or are our judgments biased depending on who or what is performing an action? In this presentation Cesar summarizes dozens of experiments designed to compare people's judgments - [PANEL DISCUSSION: What will the increasing use of AI for profiling and tracking mean for privacy and bias?](https://americas.worldsummit.ai/session/panel-discussion-what-will-the-increasing-use-of-ai-for-profiling-and-tracking-mean-for-privacy-and-bias/) - Which technologies should we be most concerned about? How are they being used? Is all AI surveillance intrusive? Predictive systems are being used by the police and judiciary. Given what we know about the potential for algorithmic bias, how can we make sure these systems are fair? Where else could bias creep in when it - [PANEL DISCUSSION: What does it take for humans to trust AI?](https://americas.worldsummit.ai/session/panel-discussion-what-does-it-take-for-humans-to-trust-ai/) - Should humans trust AI? Why is this important? Where are currently AI systems losing trust? Can you give an example of how AI can get it wrong? Can we train AI to share human values? Which kinds of values? Are tech companies currently doing enough to ensure systems are fair and unbiased? What's the role - [PRESENTATION: Fighting AI bias](https://americas.worldsummit.ai/session/presentation-fighting-ai-bias/) - Training data is the lifeblood of AI. Without it, computers couldn’t be trained to see, speak, or perform any intelligent functions. Yet, so much of the training data used today is difficult to obtain and low-quality, ultimately resulting in algorithms that don’t work as desired and exhibit strong cases of bias. As more and more - [HEADLINER: Towards understanding why deep learning works](https://americas.worldsummit.ai/session/headliner-remotely-towards-understanding-why-deep-learning-works/) - Deep learning has shown incredible successes in the past few years, but there is still a lot of work remaining in order to understand why such over-parameterized models still generalize so well. In this presentation, Samy will cover recent work showing empirically interesting relations between learned internal representations and generalization. . - [HEADLINER: Learning to edit software with relational deep learning](https://americas.worldsummit.ai/session/headliner-3-2/) - We are collecting incredible amounts of data from professional software developers doing their jobs. Can we leverage this data to make developing software easier? Recent advances in deep learning---particularly around "relational deep learning" methods that can process irregular, graph-structured data---are giving us a powerful new toolbox to tackle the hard problems in this space. Danny - [HEADLINER: Overcoming challenges and turning AI aspirations into outcomes](https://americas.worldsummit.ai/session/panel-discussion-overcoming-challenges-and-turning-ai-aspirations-into-outcomes/) - A recent 2019 Forrester study has found that 51% of enterprises currently experimenting with AI technologies are struggling with challenges having to do with the operationalizing, sustaining and scaling AI. As business leaders and their teams of data scientists are trying to prepare their data for an AI and multi-cloud world and unlock the business - [HEADLINER: Using robotics to better understand the natural world](https://americas.worldsummit.ai/session/headliner-using-robotics-to-better-understand-the-natural-world/) - This talk addresses the development of robotic systems that can collect data in the natural world, either on land or underwater. While the last decade has seen immense progress in the development and deployment of self-driving vehicles, moving around in the natural world without a map and outside of cities remains much more challenging. Most - [HEADLINER: How to Know](https://americas.worldsummit.ai/session/headliner-how-to-know/) - This talk will discuss research about the core cognitive systems people use to guide their learning about the world—including attention, curiosity, and metacognition (thinking about thinking). It will also discuss why people sometimes hold beliefs that are inconsistent with evidence available in the world, and how we might leverage our knowledge of human curiosity and - [CLOSING HEADLINER: Connecting the global workforce with AI](https://americas.worldsummit.ai/session/closing-headliner-connecting-the-global-workforce-with-ai/) - In a world inundated with data, AI and machine learning are indispensable for making sense of the data we have at scale. LinkedIn has built the Economic Graph, a digital representation of the global economy made up of over 660 million members, 36 thousand skills, 30 million companies, 20 million open jobs, and 90 thousand - [CLOSING HEADLINER: Using AI to Tackle Climate Change](https://americas.worldsummit.ai/session/closing-headliner/) - Climate change is one of the greatest challenges society has ever faced, and its consequences are becoming increasingly present and overwhelming, as natural disasters multiply, sea levels rise, and ecosystems falter. While no silver bullet, machine learning can be an invaluable tool in fighting climate change, both in terms of mitigation and adaptation. Sasha will - [REFRESHMENTS & NETWORKING](https://americas.worldsummit.ai/session/refreshments-networking-4/) - [Tech Talk 3: Valohai](https://americas.worldsummit.ai/session/tech-talk-3-beyond-supervised-driving/) - [Startup Story: TypingDNA](https://americas.worldsummit.ai/session/startup-story-typingdna/) - [LUNCH & NETWORKING](https://americas.worldsummit.ai/session/lunch-networking-2/) - [SOLO PRESENTATION: Creating AI for social good](https://americas.worldsummit.ai/session/solo-presentation-creating-ai-for-social-good/) - Sujoy will be sharing the research he has been carrying out in two areas using AI. Firstly, detecting cardio-vascular diseases through the use of a Cardiovascular Risk Assessment Tool which can help physicians identify the global/holistic risk for patients and lay down a structured roadmap to reduce the risk. Secondly, Sujoy explains the AI-based Care - [PANEL DISCUSSION: Creating AI for social good](https://americas.worldsummit.ai/session/panel-discussion-creating-ai-for-social-good/) - Four teams from the $5 million IBM Watson AI XPRIZE discuss how they are using AI to create social good. From precision beekeeping to personalized mental health treatment, digital identity for infants to combatting sex trafficking, the teams discuss how they leverage AI to improve human performance, gather data where it does not exist, and - [REFRESHMENTS & NETWORKING](https://americas.worldsummit.ai/session/refreshments-networking-3/) - [CLOSE OF SUMMIT DAY ONE](https://americas.worldsummit.ai/session/close-of-summit-day-one/) - [PANEL DISCUSSION: Governing AI: putting principles into practice](https://americas.worldsummit.ai/session/panel-discussion-governing-ai-putting-principles-into-practice/) - [REFRESHMENTS & NETWORKING](https://americas.worldsummit.ai/session/refreshments-networking-2-2/) - [REFRESHMENTS & NETWORKING](https://americas.worldsummit.ai/session/refreshments-networking-2/) - [LUNCH & NETWORKING](https://americas.worldsummit.ai/session/lunch-networking/) - [REFRESHMENTS & NETWORKING](https://americas.worldsummit.ai/session/refreshments-networking/) - [PANEL DISCUSSION: Banking on AI – how AI is impacting the financial services sector](https://americas.worldsummit.ai/session/panel-discussion-banking-on-ai-how-ai-is-impacting-the-financial-services-sector/) - [Enterprise Story 3: Transforming the senior care industry using Service Robots](https://americas.worldsummit.ai/session/enterprise-story-transforming-the-senior-care-industry-using-service-robots/) - The aging part of the world’s population is growing at an unprecedented rate, widening the gap between the number of elderly people, and available facilities and professional caregivers. Studies show that senior citizens who use robots demonstrate improved life function ability, especially in areas of communication, self-care and social interaction. Rami explains how these robots - [Enterprise Story 1: Using AI to address climate change - two use cases](https://americas.worldsummit.ai/session/enterprise-story-using-ai-to-address-climate-change-two-use-cases/) - [Enterprise Story 2: Applied AI across the Energy Industry](https://americas.worldsummit.ai/session/enterprise-story-2/) - [WELCOME](https://americas.worldsummit.ai/session/welcome/) - [REGISTRATION](https://americas.worldsummit.ai/session/registration/) - [STREAM 3: T Minus 30 at World Summit AI Americas](https://americas.worldsummit.ai/session/stream-3-t-minus-30-at-world-summit-ai-americas/) - WSAI Americas Sub Challenge: Climate and Sustainability For entrepreneurs with a shared passion to innovate, by solving real-world challenges to help integrate AI and data-driven technologies to reduce climate change and encourage sustainability. - [PANEL DISCUSSION: Climate and Sustainability](https://americas.worldsummit.ai/session/panel-discussion-climate-and-sustainability/) - Within the theme of Climate and Sustainability, 5 challenges will be run, where a panel of speakers will present a use case, project or initiative relating to each challenge and ask the Challenge group to share resource, experience and expertise to look towards finding a solution/ possible solutions relating to each. It is incumbent on - [CLOSE OF WSAI AMERICAS](https://americas.worldsummit.ai/session/close-of-wsai-americas/) - [CLOSING HEADLINER: AI - From Social Good to Ambient Intelligence](https://americas.worldsummit.ai/session/closing-headliner-ai-from-social-good-to-ambient-intelligence/) - This session will highlight how AI can be helpful in addressing societal problems in a range of areas, and how Conversional AI can be transformative in removing barriers of modality and languages and impact how people can interact with technology and with each other. - [PANEL SESSION: Scaling up for success - Founders of successful startups share their challenges and experiences](https://americas.worldsummit.ai/session/panel-session-scaling-up-for-success-founders-of-successful-startups-share-their-challenges-and-experiences/) - [WORKSHOP 5](https://americas.worldsummit.ai/session/workshop-5/) - [HEADLINER](https://americas.worldsummit.ai/session/headliner-2/) - [WORKSHOP 3](https://americas.worldsummit.ai/session/workshop-3/) - [WORKSHOP 4: Build, Train, Deploy and Monitor ML models with Amazon SageMaker](https://americas.worldsummit.ai/session/workshop/) - Traditional machine learning (ML) development is a complex, expensive, and iterative process made even more difficult because of the lack of integrated tools connecting the entire ML workflow. Users often need to stitch together tools and workflows, which is time-consuming and error-prone. Amazon SageMaker solves this challenge by providing all of the components used for - [STREAM 2: AI AND HUMANITY](https://americas.worldsummit.ai/session/stream-2-ai-humanity/) - Examining cases where AI can be used for social good and to mitigate bias - [WORKSHOP 1: Bringing cutting-edge AI technology where it counts the most - to people](https://americas.worldsummit.ai/session/workshop-1-ibm/) - In the personal health and wellness field, demand for counselling is quickly outpacing capacity. And when people struggling with mental and life challengers reach out for help, there is often no time for lengthy paperwork, complicated processes, and organizations centered on procedures and tradition as the norm. Learn how IBM, in working closely with counsellors - [REGISTRATION](https://americas.worldsummit.ai/session/registration-2/) - [DRINKS RECEPTION](https://americas.worldsummit.ai/session/drinks-reception/) - [Headline Enterprise Story 6: Everything you need to know about machine-learning management, but were afraid to ask](https://americas.worldsummit.ai/session/headline-enterprise-story-6-everything-you-need-to-know-about-machine-learning-management-but-were-afraid-to-ask/) - It’s all very well understanding, in theory, the potential benefits of bringing AI into your business, but how can you actually achieve this in practice? Many companies jump on the AI-bandwagon without the necessary talent, resources or knowledge to maximize its potential. So how do turn a valuable untapped resource into an accelerator for change? - [WORKSHOP 2: Building a Machine Learning Pipeline with Watson](https://americas.worldsummit.ai/session/workshop-2/) - In this hands-on workshop, we will walk through the machine learning lifecycle using Watson tools to accelerate both the development and management of models. This session will feature Watson Studio, Watson Machine Learning, and how to use AutoAI to automate model development. Participants should have a basic understanding of programming, and although not required, we - [Enterprise Story 9](https://americas.worldsummit.ai/session/enterprise-story-9/) - [Enterprise Story 4: How Comcast uses AI and ML for network insights and an improved customer experience](https://americas.worldsummit.ai/session/enterprise-story-4-how-comcast-uses-ai-and-ml-for-network-insights-and-an-improved-customer-experience/) - Comcast has been on a multi-year journey to transform the customer experience. We know customers’ expectations are evolving; they don’t want to have to reach out to us for a question or issue and they want to interact digitally. In eight weeks, a Comcast team built and developed the aiQ platform, an omnichannel adaptable, ubiquitous - [PANEL DISCUSSION: Hot pick of AI disruptors](https://americas.worldsummit.ai/session/panel-discussion-hot-pick-of-ai-disruptors/) - [Tech Talk 5](https://americas.worldsummit.ai/session/tech-talk-5/) - [WELCOME](https://americas.worldsummit.ai/session/welcome-2/) - [Tech Talk 1: How AI is Transforming IoT](https://americas.worldsummit.ai/session/tech-talk-1-how-ai-is-transforming-iot/) - [Enterprise Story 8](https://americas.worldsummit.ai/session/enterprise-story-8/) - [HEADLINER: Ready. Set. Scale AI - Getting past the pilot paralysis](https://americas.worldsummit.ai/session/headliner/) - Learn more about critical success factors that separate the Strategic Scalers from organizations in the Proof of Concept stage, as well as the secret to success for these top performers and an AI Roadmap to effectively scale and maximize the return on your AI investments - [STREAM 2: STARTUPS, SCALEUPS & UNICORNS](https://americas.worldsummit.ai/session/stream-2-startups-scaleups-unicorns/) - Hear from the AI startups, scaleups and unicorns making waves in 2020 - [Keynote Tech Talk 4: After the Obstacle Tower Challenge: The next Phase of Data-Driven AI](https://americas.worldsummit.ai/session/keynote-tech-talk-4-after-the-obstacle-tower-challenge-the-next-phase-of-data-driven-ai/) - [AFTERNOON PLENARY: AI and Trust](https://americas.worldsummit.ai/session/afternoon-plenary-ai-and-trust/) - As AI evolves, how can we reassure ourselves that it’s acting in the best interests of humanity? - [AFTERNOON PLENARY: Future Gazing](https://americas.worldsummit.ai/session/afternoon-plenary-future-gazing/) - [STREAM 1: DEEP DIVE TECH TALKS](https://americas.worldsummit.ai/session/stream-1-deep-dive-tech-talks/) - Hear from the world's leading tech innovators across industry and academia on ground-breaking new innovations in AI - [STREAM 1: USE CASES](https://americas.worldsummit.ai/session/stream-1-use-cases-2/) - Examining practical cases of AI in action in enterprise and how it has transformed the business - [STREAM 2: DEEP DIVE TECH TALKS](https://americas.worldsummit.ai/session/stream-2/) - Hear from the world's leading tech innovators across industry and academia on ground-breaking new innovations in AI - [STREAM 2: STARTUPS, SCALEUPS AND UNICORNS](https://americas.worldsummit.ai/session/stream-2-startups-scaleups-and-unicorns/) - Hear from the AI startups, scaleups and unicorns making waves in 2020 - [STREAM 1: USE CASES](https://americas.worldsummit.ai/session/stream-1-use-cases/) - Examining practical cases of AI in action in enterprise and how it has transformed the business - [PANEL DISCUSSION: Using AI to transform the retail sector](https://americas.worldsummit.ai/session/panel-discussion-using-ai-to-transform-the-retail-sector/) - [Enterprise Story 7](https://americas.worldsummit.ai/session/enterprise-story-7/) - [Tech Talk 3: Creating self-sufficient AI](https://americas.worldsummit.ai/session/tech-talk-3-creating-self-sufficient-ai/) - [Tech Talk 2: AIgorithmic advances in curated content](https://americas.worldsummit.ai/session/tech-talk-2-aigorithmic-advances-in-curated-content/) - [Enterprise Story 5:](https://americas.worldsummit.ai/session/enterprise-story-5/) - [Enterprise Story 3:](https://americas.worldsummit.ai/session/enterprise-story-3/) - [PANEL DISCUSSION: Is the call for regulation of big tech now an inevitability or will it merely serve to stifle innovation across the tech world?](https://americas.worldsummit.ai/session/panel-discussion-is-the-call-for-regulation-of-big-tech-now-an-inevitability-or-will-it-merely-serve-to-stifle-innovation-across-the-tech-world/) - Does/should the government intervene? If so, what role should it play? Will this lead to new data privacy legislation, antitrust actions to break up big tech companies, and the removal of special legal protections for tech? ## Categories - [Uncategorized](https://americas.worldsummit.ai/category/uncategorized/) - [Break - morning - day1](https://americas.worldsummit.ai/category/break-morning-day1/) - [Day 1](https://americas.worldsummit.ai/category/day-1/) - [Lunch day 1](https://americas.worldsummit.ai/category/lunch-day-1/) - [Day 1: Stream 2: DEEP DIVE TECH TALKS](https://americas.worldsummit.ai/category/day-1-stream-2-deep-dive-tech-talks/) - [Day 1: Stream 1 USE CASES](https://americas.worldsummit.ai/category/day-1-stream-1-use-cases/) - [Break - afternoon - day 1](https://americas.worldsummit.ai/category/break-afternoon-day-1/) - [AFTERNOON PLENARY: AI and Trust](https://americas.worldsummit.ai/category/afternoon-plenary-ai-and-trust/) - [Day 1: Stream 2 STARTUPS, SCALEUPS AND UNICORNS](https://americas.worldsummit.ai/category/day-1-stream-2-startups-scaleups-and-unicorns/) - [Day 2](https://americas.worldsummit.ai/category/day-2/) - [Day 2 Main stage](https://americas.worldsummit.ai/category/day-2-main-stage/) - [Day 2 AM break](https://americas.worldsummit.ai/category/day-2-am-break/) - [Day 2: STREAM 1: USE CASES](https://americas.worldsummit.ai/category/day-2-stream-1-use-cases/) - [Day 2: STREAM 1: DEEP DIVE TECH TALKS](https://americas.worldsummit.ai/category/day-2-stream-1-deep-dive-tech-talks/) - [Day 2: AFTERNOON PLENARY: Future Gazing](https://americas.worldsummit.ai/category/day-2-afternoon-plenary-future-gazing/) - [Day 2: STREAM 2: AI AND HUMANITY](https://americas.worldsummit.ai/category/day-2-stream-2-ai-and-humanity/) - [Day 2 - STREAM 2: STARTUPS SCALEUPS UNICORNS](https://americas.worldsummit.ai/category/day-2-stream-2-startups-scaleups-unicorns/) - [MAIN STAGE](https://americas.worldsummit.ai/category/main-stage/) - [Day 1 Stream 1](https://americas.worldsummit.ai/category/day-1-stream-1/) - [Day 1 Stream 2](https://americas.worldsummit.ai/category/day-1-stream-2/) - [Day 2 Stream 2](https://americas.worldsummit.ai/category/day-2-stream-2/) - [WSAIAM](https://americas.worldsummit.ai/category/wsaiam/) - [Stream 3](https://americas.worldsummit.ai/category/stream-3/) ## Tags - [Day 2](https://americas.worldsummit.ai/tag/day-2/)