Exploring Deep Savings: A Toolkit for Assessing Behavior-Based Energy Interve...Beth Karlin
While research assessing behavior-based energy interventions shows great promise, results vary widely and much is still unknown about the specific variables that impact program effectiveness. As utilities and regulatory agencies focus more attention on behavior-based energy interventions, it becomes critical to ensure that evaluations of such programs are rigorous and accurate. While the metric used to measure whether these various programs work (kWh) is fairly standard and easy to compare between studies, the metrics used to measure how and for whom they work have been left to individual researchers and evaluators. Standardization of assessment methods is common in related fields such as education and psychology, but has yet to take hold in energy program evaluation. This paper argues for a more systematic and comprehensive approach to the evaluation of behavior-based energy interventions, and describes a preliminary toolkit that is currently being developed and validated in conjunction with the International Energy Agency Demand Side Management Programme (IEA-DSM) Task 24 on Behavior Change as well as two large investor-owned utilities. Our approach is informed by theories and empirical research on behavior change as well as a content analysis of 85 behavior-based energy interventions. It includes questions on: context (demographics), user experience (ease of use, engagement), material culture (what people have), energy practices (what people do), and beliefs around energy use (what people think). Sample items for each construct and suggestions for implementation are presented. Broad use of such an instrument can improve and aggregate our overall knowledge across the countless additional studies expected to be conducted in the coming years.
Diffusion of Feedback: Perceptions and Adoption of DevicesBeth Karlin
Infrastructure is coming with the smart grid, technology is developed and being fine tuned via multiple presentation mediums AND culturally, we’re already there. Feedback is everywhere, calorie count of food, cotton counts on clothing.
This document discusses leveraging new technologies and media to promote pro-environmental behavior. It notes that technology is changing how people interact with the world, and there is potential to use these changes to benefit the environment. A psychological approach can help understand this potential by providing a theoretical framework and empirical methods. Feedback is discussed as one method that has been shown to reduce energy use by an average of 10% across over 100 studies, though there is variability in effectiveness depending on factors like population, duration, frequency and message framing.
American urbanization and new york cityDiana Bruce
This document discusses the history of urbanization in America and the rise of New York City as an economic center. It notes that New York was once the capital of the American industrial economy but its dominance has eroded as industries shifted to other regions like the Sunbelt. However, the merger between AOL and Time Warner positioned New York to reclaim its status as the cultural and economic center of America by bringing strategic advantages to the city. While other major cities like those in California had comparative advantages in industries like technology and entertainment, New York had the potential to consolidate its position through strategic vision from companies operating in the new digital economy.
BigWeatherGear Group and Corporate Services Brochure 2013Kristin Matson
Thank you for your interest in Bigweathergear.com Group Sales. We have been in business for over 20 years selling high quality outdoor gear. We specialize in Government, Corporate, and Group volume orders. Our staff of experts can help you fill your gear needs whether they are basic or very specific. We have custom logo applications available on most of the products we carry.
As humans, we never fail to think that we are highly intelligent beings, and that we are mentally superior than any other creatures found on Earth.
Well, that...... may be true.
However, we can be equally stupid and dumb too.
Worse still, we don't even realize it - in terms of how we can make erroneous judgments, decisions and choices, based on how our mind processes and filters information, as well as how our belief system works.
As intriguing and exciting this topic is to me, I find it difficult to illustrate the concepts involve, and that took me nearly 6 months to complete this work. (The Planning Fallacy in play?!) Throughout writing this deck, I've made a total of 8 major revisions before coming to this final piece.
I hope you'll find this deck both interesting and useful!
From Climate Science to Climate Impacts: Exploring the Role of Film as Bound...Beth Karlin
This document discusses using documentary films as boundary objects to connect different social groups and leverage opportunities for pro-environmental benefit. It outlines a framework for using storytelling, engagement, and activism strategies with films. Specifically, it examines whose stories are told in films, how the viewer experience impacts engagement, and how to leverage existing social networks for activism rather than just social media. The goal is to use documentaries to translate environmental issues across groups and transform individuals, communities and systems.
Exploring Deep Savings: A Toolkit for Assessing Behavior-Based Energy Interve...Beth Karlin
While research assessing behavior-based energy interventions shows great promise, results vary widely and much is still unknown about the specific variables that impact program effectiveness. As utilities and regulatory agencies focus more attention on behavior-based energy interventions, it becomes critical to ensure that evaluations of such programs are rigorous and accurate. While the metric used to measure whether these various programs work (kWh) is fairly standard and easy to compare between studies, the metrics used to measure how and for whom they work have been left to individual researchers and evaluators. Standardization of assessment methods is common in related fields such as education and psychology, but has yet to take hold in energy program evaluation. This paper argues for a more systematic and comprehensive approach to the evaluation of behavior-based energy interventions, and describes a preliminary toolkit that is currently being developed and validated in conjunction with the International Energy Agency Demand Side Management Programme (IEA-DSM) Task 24 on Behavior Change as well as two large investor-owned utilities. Our approach is informed by theories and empirical research on behavior change as well as a content analysis of 85 behavior-based energy interventions. It includes questions on: context (demographics), user experience (ease of use, engagement), material culture (what people have), energy practices (what people do), and beliefs around energy use (what people think). Sample items for each construct and suggestions for implementation are presented. Broad use of such an instrument can improve and aggregate our overall knowledge across the countless additional studies expected to be conducted in the coming years.
Diffusion of Feedback: Perceptions and Adoption of DevicesBeth Karlin
Infrastructure is coming with the smart grid, technology is developed and being fine tuned via multiple presentation mediums AND culturally, we’re already there. Feedback is everywhere, calorie count of food, cotton counts on clothing.
This document discusses leveraging new technologies and media to promote pro-environmental behavior. It notes that technology is changing how people interact with the world, and there is potential to use these changes to benefit the environment. A psychological approach can help understand this potential by providing a theoretical framework and empirical methods. Feedback is discussed as one method that has been shown to reduce energy use by an average of 10% across over 100 studies, though there is variability in effectiveness depending on factors like population, duration, frequency and message framing.
American urbanization and new york cityDiana Bruce
This document discusses the history of urbanization in America and the rise of New York City as an economic center. It notes that New York was once the capital of the American industrial economy but its dominance has eroded as industries shifted to other regions like the Sunbelt. However, the merger between AOL and Time Warner positioned New York to reclaim its status as the cultural and economic center of America by bringing strategic advantages to the city. While other major cities like those in California had comparative advantages in industries like technology and entertainment, New York had the potential to consolidate its position through strategic vision from companies operating in the new digital economy.
BigWeatherGear Group and Corporate Services Brochure 2013Kristin Matson
Thank you for your interest in Bigweathergear.com Group Sales. We have been in business for over 20 years selling high quality outdoor gear. We specialize in Government, Corporate, and Group volume orders. Our staff of experts can help you fill your gear needs whether they are basic or very specific. We have custom logo applications available on most of the products we carry.
As humans, we never fail to think that we are highly intelligent beings, and that we are mentally superior than any other creatures found on Earth.
Well, that...... may be true.
However, we can be equally stupid and dumb too.
Worse still, we don't even realize it - in terms of how we can make erroneous judgments, decisions and choices, based on how our mind processes and filters information, as well as how our belief system works.
As intriguing and exciting this topic is to me, I find it difficult to illustrate the concepts involve, and that took me nearly 6 months to complete this work. (The Planning Fallacy in play?!) Throughout writing this deck, I've made a total of 8 major revisions before coming to this final piece.
I hope you'll find this deck both interesting and useful!
From Climate Science to Climate Impacts: Exploring the Role of Film as Bound...Beth Karlin
This document discusses using documentary films as boundary objects to connect different social groups and leverage opportunities for pro-environmental benefit. It outlines a framework for using storytelling, engagement, and activism strategies with films. Specifically, it examines whose stories are told in films, how the viewer experience impacts engagement, and how to leverage existing social networks for activism rather than just social media. The goal is to use documentaries to translate environmental issues across groups and transform individuals, communities and systems.
Psychological Research on Energy FeedbackBeth Karlin
Beth Karlin is a research psychologist and director of the Transformational Media Lab at UC Irvine. Her lab studies how media and technology can promote social and environmental change. She has conducted over 100 studies on how energy use feedback impacts energy conservation behaviors. On average, feedback leads to 10% savings, but the effects vary significantly based on the population, duration, frequency, medium, level of disaggregation, and type of comparison/message provided. Her current work is investigating these moderating factors in more detail to better understand how feedback can most effectively promote energy savings.
The Usability Perception Scale (UPscale): A Measure for Evaluating Feedback D...Beth Karlin
1. Address the unique needs of eco-feedback displays (as opposed to systems or products)
2. Incorporate validated sub-scales for ease of use and engagement
Brett Parris - slides - price on carbon forum Aug 2011simon5678
This document discusses the need for action on climate change through putting a price on carbon emissions. It provides context on resurgent skepticism about climate change and outlines the high stakes if projections of temperature increases and impacts like reduced food security are accurate. It notes Australia's large contribution to emissions from its coal exports and domestic emissions. The document argues that preventing very dangerous climate change will require strong emissions cuts but that these cuts need not hurt the economy according to Australian government reports. It frames skepticism of climate science as extremist and out of step with scientific consensus.
This document summarizes a climate strategy event hosted by the McGuinness Institute in New Zealand. The event featured several speakers who discussed topics like infrastructure, governance, culture, and nature in the context of exploring a climate strategy for New Zealand. The goal was to have a national conversation to help ensure New Zealand can withstand climate change risks, meet international commitments, transition to a low-carbon economy, and remain a just society. Upcoming related events were also announced.
This newsletter provides updates on climate and sustainability issues. It celebrates progress being made through individual and collective actions to address climate change. It also highlights challenges that remain, such as the need for more ambitious emissions reductions and greater international cooperation. Resources and events are shared to help readers learn and get involved in solutions.
Affect to Action: Psychological Insights for Digital ActivismBeth Karlin
This presentation was given at a Environmental Activism in the Digital Age Symposium at NYU-Poly on April 2, 2014. The talk introduces the Affect to Action framework, which Investigates the use of psychological principles in film to better understand how narrative, framing, and editing strategies can impact response to narrative and social media.
"The Conservation Commons: Lessons and Analyses Adapted from other Sectors an...Tom Moritz
This document summarizes key lessons from other sectors that may be relevant to knowledge sharing in conservation. It discusses how knowledge is considered a public good or commodity. It also examines factors influencing individual, professional, and organizational willingness to share knowledge, such as incentives, cultural norms, and business models. Overall, the document explores how to promote open access and exchange of conservation information across disciplines and communities of practice.
This document summarizes a presentation about effective environmental communications. It discusses how experts often overestimate the public's understanding of technical terms and confidence in learning them. It also notes that while water issues are a high priority, media consumption habits are changing. The presentation introduces the "Water Words That Work" method, which involves identifying technical terms, encouraging positive action, and replacing jargon with plain language to help the public understand issues and feel empowered to take action.
A Presentation about the deep-seated anxiety consumers and clients feel about Climate Change and the leadership role brands and businesses can take in empowering people to address the future with confidence.
Our Task 24 talk presenting the exciting CHS hospital building manager pilot at the Behavior, Energy & Climate Change conference in Sacramento, October 2017
The document discusses strategies for applying design thinking and circular economy principles to challenges in the building industry. It highlights wicked problems, introduces concepts like design thinking and circular economy, and provides examples of organizations applying these approaches. Specific initiatives mentioned include efforts to recycle materials like fishing nets, cigarette butts, and construction debris. The role of standards, pre-design, and considering whole lifecycles are also discussed as important to transitioning to more sustainable and circular building practices.
"The Conservation Commons: Lessons and aAnalysis aAdapted from other sectors ...Tom Moritz
This document summarizes a presentation given at the 2008 World Conservation Congress on the Conservation Commons. It discusses how knowledge management practices can be adapted from other sectors to help address challenges in knowledge sharing within the conservation field. Specifically, it examines lessons from different interpretations of intellectual property rights and how cultural and organizational changes are needed at the individual, professional, and institutional levels to promote greater sharing of conservation knowledge as a public good.
This document outlines a framework for designing products that can communicate their environmental impacts and life cycle information to various stakeholders. It discusses how products could speak to consumers, citizen activists, government regulators, and business leaders about topics like energy use, health impacts, resource depletion, and social/economic effects. It also covers concepts like life cycle analysis, stakeholder vs shareholder management, and Bruce Sterling's idea of a "spime" - a product whose information is so extensive it is seen as instantiating an immaterial system beginning and ending as data. The document aims to shift the role of creators from solely focusing on function/form to deepening knowledge of product backstories and designing tools to influence culture.
This is the first lecture for the module FN0449 Corporate Social Responsibility for Multi-Nationals. The module forms part of the MSc Business with International Management at Newcastle Business School
- The document discusses how biomedical research is entering a period of disruption due to factors like big data, digitization, and open science.
- Key points discussed include the history and changing nature of computational biomedicine, implications of large initiatives like the Precision Medicine Initiative, and how funders should respond by encouraging global open science and sharing infrastructure and policies.
- The author advocates for creating a "commons" environment to enable finding and reusing shared digital research objects according to FAIR principles in order to advance open collaborative science.
Communicating Climate Change - Session with Panos South Asia Media Fellows - ...Nalaka Gunawardene
Presentation made by science writer Nalaka Gunawardene to Panos South Asia Climate Change Media Fellows at a regional workshop in Kathmandu, Nepal, from 23 to 25 April 2013.
This is part of a Climate and Development Knowledge Network (CDKN) project for enhancing climate change awareness and understanding among journalists in South Asia. The project, which is currently in its second phase, has already produced several quality outputs across the region on Climate change–related issues.
Details at http://www.panossouthasia.org/Left_read.asp?leftStoryId=224&leftSectionId=3
This document summarizes several behavioral interventions conducted by Ogilvy Consulting for various organizations. It begins with an intervention to help Londoners recycle more by motivating them to buy a second bin through advertising on buses and a social media campaign. It then discusses an intervention to help the charity Christian Aid raise funds during the COVID-19 pandemic by reframing their virtual fundraising events in a more positive light and highlighting social norms. The document goes on to describe several other interventions conducted for organizations across various sectors.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
More Related Content
Similar to Transformational Media: A New Approach to Sustainability
Psychological Research on Energy FeedbackBeth Karlin
Beth Karlin is a research psychologist and director of the Transformational Media Lab at UC Irvine. Her lab studies how media and technology can promote social and environmental change. She has conducted over 100 studies on how energy use feedback impacts energy conservation behaviors. On average, feedback leads to 10% savings, but the effects vary significantly based on the population, duration, frequency, medium, level of disaggregation, and type of comparison/message provided. Her current work is investigating these moderating factors in more detail to better understand how feedback can most effectively promote energy savings.
The Usability Perception Scale (UPscale): A Measure for Evaluating Feedback D...Beth Karlin
1. Address the unique needs of eco-feedback displays (as opposed to systems or products)
2. Incorporate validated sub-scales for ease of use and engagement
Brett Parris - slides - price on carbon forum Aug 2011simon5678
This document discusses the need for action on climate change through putting a price on carbon emissions. It provides context on resurgent skepticism about climate change and outlines the high stakes if projections of temperature increases and impacts like reduced food security are accurate. It notes Australia's large contribution to emissions from its coal exports and domestic emissions. The document argues that preventing very dangerous climate change will require strong emissions cuts but that these cuts need not hurt the economy according to Australian government reports. It frames skepticism of climate science as extremist and out of step with scientific consensus.
This document summarizes a climate strategy event hosted by the McGuinness Institute in New Zealand. The event featured several speakers who discussed topics like infrastructure, governance, culture, and nature in the context of exploring a climate strategy for New Zealand. The goal was to have a national conversation to help ensure New Zealand can withstand climate change risks, meet international commitments, transition to a low-carbon economy, and remain a just society. Upcoming related events were also announced.
This newsletter provides updates on climate and sustainability issues. It celebrates progress being made through individual and collective actions to address climate change. It also highlights challenges that remain, such as the need for more ambitious emissions reductions and greater international cooperation. Resources and events are shared to help readers learn and get involved in solutions.
Affect to Action: Psychological Insights for Digital ActivismBeth Karlin
This presentation was given at a Environmental Activism in the Digital Age Symposium at NYU-Poly on April 2, 2014. The talk introduces the Affect to Action framework, which Investigates the use of psychological principles in film to better understand how narrative, framing, and editing strategies can impact response to narrative and social media.
"The Conservation Commons: Lessons and Analyses Adapted from other Sectors an...Tom Moritz
This document summarizes key lessons from other sectors that may be relevant to knowledge sharing in conservation. It discusses how knowledge is considered a public good or commodity. It also examines factors influencing individual, professional, and organizational willingness to share knowledge, such as incentives, cultural norms, and business models. Overall, the document explores how to promote open access and exchange of conservation information across disciplines and communities of practice.
This document summarizes a presentation about effective environmental communications. It discusses how experts often overestimate the public's understanding of technical terms and confidence in learning them. It also notes that while water issues are a high priority, media consumption habits are changing. The presentation introduces the "Water Words That Work" method, which involves identifying technical terms, encouraging positive action, and replacing jargon with plain language to help the public understand issues and feel empowered to take action.
A Presentation about the deep-seated anxiety consumers and clients feel about Climate Change and the leadership role brands and businesses can take in empowering people to address the future with confidence.
Our Task 24 talk presenting the exciting CHS hospital building manager pilot at the Behavior, Energy & Climate Change conference in Sacramento, October 2017
The document discusses strategies for applying design thinking and circular economy principles to challenges in the building industry. It highlights wicked problems, introduces concepts like design thinking and circular economy, and provides examples of organizations applying these approaches. Specific initiatives mentioned include efforts to recycle materials like fishing nets, cigarette butts, and construction debris. The role of standards, pre-design, and considering whole lifecycles are also discussed as important to transitioning to more sustainable and circular building practices.
"The Conservation Commons: Lessons and aAnalysis aAdapted from other sectors ...Tom Moritz
This document summarizes a presentation given at the 2008 World Conservation Congress on the Conservation Commons. It discusses how knowledge management practices can be adapted from other sectors to help address challenges in knowledge sharing within the conservation field. Specifically, it examines lessons from different interpretations of intellectual property rights and how cultural and organizational changes are needed at the individual, professional, and institutional levels to promote greater sharing of conservation knowledge as a public good.
This document outlines a framework for designing products that can communicate their environmental impacts and life cycle information to various stakeholders. It discusses how products could speak to consumers, citizen activists, government regulators, and business leaders about topics like energy use, health impacts, resource depletion, and social/economic effects. It also covers concepts like life cycle analysis, stakeholder vs shareholder management, and Bruce Sterling's idea of a "spime" - a product whose information is so extensive it is seen as instantiating an immaterial system beginning and ending as data. The document aims to shift the role of creators from solely focusing on function/form to deepening knowledge of product backstories and designing tools to influence culture.
This is the first lecture for the module FN0449 Corporate Social Responsibility for Multi-Nationals. The module forms part of the MSc Business with International Management at Newcastle Business School
- The document discusses how biomedical research is entering a period of disruption due to factors like big data, digitization, and open science.
- Key points discussed include the history and changing nature of computational biomedicine, implications of large initiatives like the Precision Medicine Initiative, and how funders should respond by encouraging global open science and sharing infrastructure and policies.
- The author advocates for creating a "commons" environment to enable finding and reusing shared digital research objects according to FAIR principles in order to advance open collaborative science.
Communicating Climate Change - Session with Panos South Asia Media Fellows - ...Nalaka Gunawardene
Presentation made by science writer Nalaka Gunawardene to Panos South Asia Climate Change Media Fellows at a regional workshop in Kathmandu, Nepal, from 23 to 25 April 2013.
This is part of a Climate and Development Knowledge Network (CDKN) project for enhancing climate change awareness and understanding among journalists in South Asia. The project, which is currently in its second phase, has already produced several quality outputs across the region on Climate change–related issues.
Details at http://www.panossouthasia.org/Left_read.asp?leftStoryId=224&leftSectionId=3
This document summarizes several behavioral interventions conducted by Ogilvy Consulting for various organizations. It begins with an intervention to help Londoners recycle more by motivating them to buy a second bin through advertising on buses and a social media campaign. It then discusses an intervention to help the charity Christian Aid raise funds during the COVID-19 pandemic by reframing their virtual fundraising events in a more positive light and highlighting social norms. The document goes on to describe several other interventions conducted for organizations across various sectors.
Similar to Transformational Media: A New Approach to Sustainability (20)
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Infrastructure Challenges in Scaling RAG with Custom AI modelsZilliz
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
Transformational Media: A New Approach to Sustainability
1. Transformational Media:
A New Approach to Sustainability
Beth Karlin
Center for Unconventional Security Affairs
University of California, Irvine
2. Center for Unconventional Security Affairs
Mission:
The Center for Unconventional Security Affairs (CUSA) addresses the
human and environmental security challenges of the twenty-first century
through innovative research and education programs that integrate experts
from the public and private sector.
Unconventional
Security Research
Group
Transformational
Media Lab eARTh Studio
B. Karlin
3. Transformational Media Lab
Transformation - change in form, appearance, nature, or character
Individual Community
Media – means of communication that reach large numbers of people
System
Social
Industrial
Lab - Place, situation, or set of conditions conducive to investigation/experimentation
4. Underlying Assumptions
1. Technology and new media are changing how people
interact with our natural, built, and social worlds.
B. Karlin
5. Underlying Assumptions
1. Technology and new media are changing how people
interact with our natural, built, and social worlds.
2. There are potential opportunities to leverage these
changes for pro-social / pro-environmental benefit.
B. Karlin
6. Underlying Assumptions
1. Technology and new media are changing how people
interact with our natural, built, and social worlds.
2. There are potential opportunities to leverage these
changes for pro-social / pro-environmental benefit
3. A psychological approach provides a theoretical base
and empirical methodology to study this potential.
B. Karlin
7. Transformational Media Lab
Mission:
Our lab studies how technology and new media are (and can be)
used to transform individuals, communities, and systems.
Documentary
Film
Campaigns
Home Energy
Management
B. Karlin
8. Energy Feedback
“Information about the result of a process or
action that can be used in modification or
control of a process or system”
Oxford English Dictionary
B. Karlin
14. Small Changes, Big Impacts
Energy usage tells its own story...
Power Consumption (Watts)
$9.24 $5.28 Savings: $3.96
43%
And the computer
is still plugged in…
B. Karlin
(uci@home project)
15. Savings Add Up
“Household actions can provide a behavioral wedge to rapidly
reduce carbon emissions …”
• 5-12% reduction in 5 years
• 9-22% reduction in 10 years
“…without waiting for new technologies or regulations or
changing household lifestyle.”
Dietz, Gardner, Gilligan, Stern, & Vandenbergh (2009)
B. Karlin
17. Over 200 devices on the market
(Karlin, Ford, & Squiers, in press) B. Karlin
18. Feedback is effective…
— 100+ studies conducted since 1976
— Reviews found average 10% savings
— Mean r-effect size = .1174 (p < .001)
• Significant variability in effects
(from negative effects to over 20% savings)
Darby, 2006; Ehrhardt-Martinez et al., 2010;
Fischer, 2008; Karlin & Zinger, under review B. Karlin
19. Feedback i✗s c an be effective…
— 100+ studies conducted since 1976
— Reviews found average 10% savings
— Mean r-effect size = .1174 (p < .001)
• Significant variability in effects
(from negative effects to over 20% savings)
Da rby, 2006; Ehrhardt-Martinez et al., 2010;
Fischer, 2008; Karlin & Zinger, in preparation
B. Karlin
20. ✗ can be effective…
Feedback is
It depends…
Moderators identified in meta-analysis
• Study population (WHO?)
• Study duration (HOW LONG?)
• Frequency of feedback (HOW OFTEN?)
• Feedback medium (WHAT TYPE?)
• Disaggregation (WHAT LEVEL?)
• Comparison (WHAT MESSAGE?)
Karlin & Zinger, in preparation B. Karlin
21. Feedback i✗s c an be effective…
It
depends.
.
.
Ehrhardt-‐Martinez,
Laitner,
&
Donnely.,
2010
10%
5%
15%
2%
20%
average
savings
22. Data Granularity
• Monthly 12
• Daily 365
• Hourly 8,760
• Continuous 31,536,000
B. Karlin
23. Data Granularity
(up to 6.3 trillion data points/year)
blu-ray netflix
streaming
200 microsecond sampling
B. Karlin
26. What is Framing?
Presentation of information in a way that encourages certain
interpretations & discourages others.
“There is no value neutral way of presenting people with information.”
- Elke Weber, APA 2012
B. Karlin
27. How much energy does your washer use?
1079 KwH/year
65.9 Billion
5.8% of average home
$$$
$.25/load
$85/year
B. Karlin
28. Feedback is
It depends...
✗ can be effective…
Impacts of leaving your router on when not in use
1
2
3
4
5
Leaving your router on wastes energy.
Turning your router off when not in use saves .07 kWh per day.
If you turn your router off when not in use, you can save $2.63/year.
A router left on all day uses the equivalent of 37 AA batteries.
If all Americans turn off routers, we would save over $800 million/year.
B. Karlin
31. Transformational Media Lab
Mission:
Our lab studies how media is (and can be) used to transform
individuals, communities, and systems.
Documentary
Film
Campaigns
B. Karlin
Home Energy
Management
32. History of Documentary
“We believe that the cinema’s capacity for getting around, for
observing and selecting from life itself, can be exploited in a
new and vital art form”
John Grierson
First Principles of Documentary, 1932
B. Karlin, 2012
36. Documentaries Today
"specific social action campaigns for each film and
documentary designed to give a voice to issues that resonate
in the films” (Participant Media, 2010)
B. Karlin
37. A Recipe for Success?
B. Karlin
Film
Campaign
Social
Change
If you build it, they will they come.
38. Many Films on Sustainability
B. Karlin
Food Films
- Food Inc
- Fresh
- Food Fight
- Ingredients
- Food Matters
- Supersize Me
- The Future of Food
- The Garden
- King Corn
- What's on your plate?
- Deconstructing supper
Water Films
- Flow
- Blue Gold
- Tapped
- Thirst
- Blue Legacy
- Story of Bottled Water
- Last Call at the Oasis
Climate Films
- Everything's Cool
- An Inconvenient Truth
- 11th hour
- No Impact Man
- Collapse
- Radically Simple
- Blind Spot
Transportation Films
- Who Killed the Electric Car?
- Revenge of the Electric Car
- Fuel
- Crude
39. “We often see multiple films on a very similar subject or with a
similar social change goal.
Within the range of storytelling, some methods truly speak to an
audience by sparking real emotions...and others do little more
than entertain or inform.”
Emily Verellen, 2010
The Fledgling Fund
Different Outcomes
B. Karlin
40. What are we missing?
What is a campaign?
What is going on here?
How do we measure change?
B. Karlin
Film
Campaign
Social
Change
If you build it, they will they come.
51. Evoke Morals
— Don’t be afraid to take a stand and engage moral arguments.
— Incorporate sanctity and purity into discussion of climate.
— Use a variety of opinion leaders and authority figures.
B. Karlin
52. Dimensions of Viewer Experience
1. Where is the viewer? (spatial)
2. Who are they with? (social)
3. Do they have to pay? (financial)
4. Is it part of an event or experience?
(organizational)
B. Karlin
53. Dimensions of Viewer Experience
1. Theatrical
2. Festivals
3. Event release
4. DVD
5. Product Sales
6. Screenings
7. Broadcast
8. Digital
9. Viewing parties
B. Karlin
54. Dimensions of Viewer Experience
B. Karlin
1. Theatrical
2. Festivals
3. Event release
4. DVD
5. Product Sales
6. Screenings
7. Broadcast
8. Digital
9. Viewing parties
55. Dimensions of Viewer Experience
B. Karlin
1. Theatrical
2. Festivals
3. Event release
4. DVD
5. Product Sales
6. Screenings
7. Broadcast
8. Digital
9. Viewing parties
60. Leverage Existing Networks
— Schools
— Places of worship
— Community groups
— Online forums
B. Karlin
61. Closing Thoughts
“It is far better to adapt the technology to the user than to
force the user to adapt to the technology.”
– Larry Marine
Beth Karlin
Transformational Media Lab
University of California, Irvine
Email: bkarlin@uci.edu
Web: www.cusa.uci.edu