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Hello, I'm Dimitri Sorsnikov, a Cloud Developer Advocate at Microsoft. And I'm John Looper, a Principal Cloud Developer Advocate at Microsoft. I'm a Microsoft student ambassador named Tomomi, and I created the doodles for each section to help you understand the chapter. We're excited to introduce the Microsoft AI for beginners curriculum.

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We need to be able to have difficult conversations about diversity, equity, inclusion, and accessibility (DEIA). This is especially important now, given our current climate of differing opinions. A new tool uses avatars and trained individuals to help facilitate these conversations. The trained person can adjust the conversation's intensity as needed. This is crucial practice for everyone—airmen, guardians, and civilians of all ranks—to learn how to navigate challenging discussions effectively. These conversations are essential for growth and understanding.

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We need to have a conversation about what's preventing us from approaching things differently. Flight operations are heavily dominated by white males, and we need to acknowledge that. Let's imagine a future where the program is representative of the whole world. These discussions may be uncomfortable, but change won't happen unless we embrace discomfort and support each other.

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In this video, we explore a world where presentations and artificial intelligence come together. To use this technology, simply input the topic or title of your presentation and let Degtypos do the thinking. You can also choose your goal for the presentation to optimize the suggested content. With this tool, you'll have a first draft to start working with.

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We are discussing the need to recruit and retain a diverse population within the agency. This is a challenge because everyone else is also trying to do the same thing, making competition intense. To address this, we need to be creative and explore partnerships with universities and trade schools that specialize in aviation. We should consider opportunities for training from ramp to cockpit.

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Diversity and inclusion are generally considered good, but equity must also be considered. Diversity means inviting different types of people to the table. Inclusion means including all of their ideas. Equity means ensuring everyone at the table has equal access to having their ideas heard. Current statistics suggest there isn't enough leadership or representation.

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The speaker discusses changes to a DEI policy, including the establishment of a CDO presence on campus. The speaker prefaces their explanation by requesting honesty and expressing confidence that the listener will not reveal the information shared.

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Amy and her colleague discuss integrating AI-native innovation with a human-centered design approach, focusing on how technology can be made accessible through natural interaction with AI and through rapid, user-friendly development flows. They begin by positioning AI as the new user interface. The other speaker notes that AI’s ease and approachability come from the ability to use human language, enabling conversations that let people interact with technology in a fundamentally new way. This language-based interaction is highlighted as a core shift in how users engage with digital tools and services. Beyond language, the conversation expands to include other modalities that users can employ to communicate with AI. The speakers identify text, images, and audio as essential inputs. The concept of multimodality is introduced to describe the ability to input using whatever format feels most natural to the user. Examples given include dropping in a screenshot, using voice to talk to the AI, or providing a video or a document. The emphasis is on a flexible, conversational experience that can accept diverse media and still deliver the necessary answers and help. The speakers then pivot to the question of how to create applications quickly and easily. They express enthusiastic interest in a partnership with Figma, a design platform. The collaboration is described as enabling designers who create an application design in Figma to hand off that design to a build agent, which can translate the design into an enterprise-grade application. This suggests a streamlined pipeline from design to production, leveraging AI to automate aspects of the development process and accelerate delivery while maintaining enterprise quality. Throughout, the emphasis remains on combining AI-driven capabilities with human-centered design principles to simplify interactions and speed up application development. The dialogue underscores the idea that users can engage with AI through natural language and multiple input formats, and that design-to-deployment workflows can be accelerated through integrated tools and partnerships. To learn more about AI experience, the conversation points listeners to a link in the comments, inviting further exploration of the described capabilities and partnerships.

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The video discusses the spread of diversity, equity, and inclusion (DEI) policies in the United States military. It highlights conversations with individuals working in DEI roles at the Pentagon, who express their opinions on older white men and Trump supporters. The video questions the effectiveness of DEI initiatives and the lack of data to support their impact. It also mentions the manipulation of job titles to bypass salary restrictions and the potential negative consequences for those who refuse DEI training. The video raises concerns about the use of taxpayer money and the impact of DEI on military readiness.

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Not everyone will agree with our strategies and priorities on this topic, but it's crucial to acknowledge that. We need to integrate leader accountability, representation, and inclusive behaviors into job responsibilities. Even if some individuals don't believe in it, they still have to adhere to these values and expectations to be part of the company. This may lead to a change in their mindset or their departure, which is a natural part of the process. Accountability is essential for everyone, and it comes with transparency.

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Diverse teams enhance our ability to think creatively, innovate, and tackle challenges effectively. Representation is crucial for making a significant impact across various organizations. Different experiences and perspectives encourage team members to challenge one another, leading to better decision-making and opportunities. This diversity fosters innovation and creative problem-solving. At BeyondTrust, we cultivate an environment that values contributions from all employees, promoting a culture where every voice matters, regardless of title or level. The organization recognizes that the unique backgrounds and experiences of its members are vital to its success.

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We need to intervene if we witness discrimination or harassment, even if it's just intimidation. For example, if a student writes on the board that there are only 2 genders, that's intimidation and harassment. Our staff needs training on how to handle these situations because most of them haven't been trained. Even those attending this gender identity training today, about 75% of them are new to this topic.

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During a congressional hearing, concerns were raised about the negative impact of certain diversity, equity, and inclusion (DEI) activities on the army's recruiting efforts. One specific example discussed was the use of showers by transgender service members. The army's policy states that soldiers should use facilities based on their gender marker in official records. The congressperson questioned whether this approach promotes cohesive team building and suggested that it may hinder recruitment efforts, particularly among women. The general acknowledged the importance of privacy and creating an environment where everyone can thrive but emphasized the army's focus on building highly trained and disciplined teams. The congressperson expressed concerns about potential sexual harassment and the impact on recruitment, especially in certain regions of the country. The general admitted that such activities may not help recruitment efforts. The hearing concluded with a call for reflection on the potential damage caused by the army's approach to DEI.

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It's important for companies like Boeing to have an organization focused on diversity, equity, and inclusion to address potential inequities in systems and structures created over time by imperfect human beings. This organization ensures fairness and equity by actively examining processes to remove barriers for people. Society's flaws are not due to bad people, but rather imperfections that naturally occur.

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Michigan Medicine strives to be a safe, welcoming place for transgender individuals and to provide excellent health care regardless of gender. The goal of this video is to improve the comfort and competency of frontline staff in caring for transgender individuals. We will start by talking about gender identity, challenges the transgender community has faced in the health care system, and Michigan's policies regarding gender non-discrimination. The second half of this training is job specific. To discuss gender identity, it is important to understand the difference between sex and gender. Sex refers to one's reproductive organs, native hormones, and chromosomes, while gender identity refers to one's internal sense of gender, a person's basic sense of being a man or boy, a woman or girl, or another gender. Gender identity can be expressed by how individuals present themselves socially, including clothing, physical characteristics, speech, and mannerisms. All people, whether they are transgender or cisgender, meaning not transgender, have a gender identity and expression. Transgender is a term for individuals whose gender identity differs from the gender identity typically associated with their sex assigned at birth. There are many identities that fall under the umbrella of transgender. Transgender men, trans men, or trans masculine refer to people who are assigned female sex at birth but identify as men or masculine. Transgender women, trans women, or trans feminine refer to people who were assigned male sex at birth but identify as women or feminine. Other individuals may identify as genderqueer, agender, genderfluid, two spirited, bigender, or another identity that does not fit neatly into the categories of men or women. All major American medical societies, including the American Medical Association and American Psychological Association, endorse gender affirming care as the standard of care for transgender individuals. This means caring for people in a way that supports their gender transition and gender identity. Transgender people may undergo any one of a number of gender affirming medical interventions, including hormonal therapies like estrogen, testosterone, or hormone blockers, and surgical treatment to change body contours or genitalia. However, it is important to note that one does not have to undergo any medical or surgical treatment to be transgender. Some people are easily read as the gender they affirm while others are visibly gender non conforming or androgynous appearing.

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Speaker 0 says that while diversity and inclusion are broadly seen as good, it's important to bring in the word equity. Diversity is defined as many different types of people with different backgrounds invited to the table. Inclusion is defined as including all of their ideas. Equity is defined as ensuring that all of the people at the table have equal access to making sure that their ideas and their thoughts are heard. He notes that, according to some statistics quoted, we don’t have that much leadership.

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The need for civil discourse is evident in our country. The Civil Society Fellowship aims to promote respectful dialogue among diverse individuals. Candidates should be open-minded and willing to engage with different perspectives. Diversity is crucial for success, encompassing various backgrounds and beliefs. Collaboration between the Aspen Institute and the Anti-Defamation League promises exciting opportunities for positive change.

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Adam Gillette of Accuracy and Media confronted Melissa Newhouse about a report that her department was “explaining how you do DEI and defiance of state law.” Newhouse denied knowledge of that claim, noting their offices were closed when approached by the investigator. In the video that Gillette referenced, Newhouse was shown or described as saying that the buildings “now have to allow the whites and the privileged people.” Newhouse responded that this was not true. She explained that, due to the law, signs and centers that previously targeted one group were changed to be “common” rather than center-specific. She stated that “the whites are there … to help effort” and clarified that the change does not affect their curriculum. During the conversation, another speaker (Speaker 2) confirmed that the class content would still cover topics such as DEI and intersectionality, and that students would continue to learn DEI as part of the curriculum if that is what the class is about. Newhouse was asked if the video showed her voice, and she questioned whether the voice might be AI-generated. She later said, “No. I didn’t,” in response to whether the person in the video was her. Newhouse described changes to the center’s name—from Multicultural Center to Common Center—and claimed the purpose was to ensure “American white people” were represented too. She emphasized that the concept is for students to feel they belong, stating, “Belonging is very important.” She highlighted the leadership team’s diversity and noted ongoing efforts in equity, access, and education, including grants for equity. She claimed these initiatives were funded by corporate money (Apple) and had not been cut, though described as quieter and less university-sponsored. Adam Gillette pressed on whether the department was continuing DEI in defiance of state law and pressed for further clarity about the signs, centers, and curriculum. Newhouse denied that the video showed her saying that whites must be allowed; she insisted the claim was not true and suggested the visuals were AI. She reiterated that the department was still pursuing equity initiatives, with ongoing funding from corporate sources. Toward the end, Gillette stated the interview and Newhouse’s denial left an impression of a disconnect between the video and her stated position, highlighting that Newhouse had initially denied the video but then claimed the voice could be AI, leading to broader questions about authenticity.

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The speaker discusses diversity and diversity targets at the Aveda Academy. They mention that 50% of the classes will be comprised of women or people of color, but currently only 19% of United Airlines pilots fit this criteria. The speaker acknowledges that United Airlines has a relatively diverse C suite, but believes that the bar for diversity in corporate America is set too low. They explain that United Airlines focuses on raising the bar by requiring women and people of color to be involved in the interview process for every job, providing opportunities for early-career individuals, and creating a stronger workforce.

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Introducing our new course, generative AI for Everyone. Learn about the power of generative AI tools like ChatGPT, Googlebot, Microsoft ScreenChats, and MidJourney. Discover how generative AI works, its limitations, and how to effectively use it for work or leisure. This course is designed for non-technical individuals and doesn't require coding skills or prior AI knowledge. We'll focus more on text generation than image generation. Whether you're curious about generative AI, a professional exploring its impact on your work, or a business/government entity seeking new opportunities and risks, this course is for you. Sign up now and enjoy the course.

Moonshots With Peter Diamandis

Tony Robbins on Overcoming Job Loss, Purposelessness & The Coming AI Disruption | 222
Guests: Tony Robbins
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Tony Robbins and Peter Diamandis explore how AI, robotics, and rapid technological disruption are reshaping work, identity, and meaning. Robbins emphasizes that external certainty is a myth and that individuals must cultivate internal certainty by adopting a creator identity, recognizing patterns, and mastering pattern recognition, utilization, and creation. The conversation threads through historical economic shocks, the Luddites, and the speed of modern change, arguing that society should prepare by retooling education, incentivizing entrepreneurship, and reframing the purpose of work as a pathway to contribution and growth rather than mere employment. They stress the need for scalable mental health tools and a shift toward inner resilience to navigate the coming decades. They also discuss six human needs—certainty, uncertainty, significance, connection, growth, and contribution—and how AI can simultaneously satisfy and threaten these needs. The dialogue highlights the risk that AI could dampen growth and meaning if not paired with deliberate psychological retooling, education reform, and social systems that support creativity and entrepreneurship. The hosts propose large-scale, accessible interventions—through AI-driven coaching, digital mental health resources, and school-based curricula—to cultivate hunger, resilience, and purpose in a world of abundant information and evolving jobs. They acknowledge the inevitability of disruption while maintaining optimism grounded in history, human adaptability, and the capacity to design compelling futures. The episode foregrounds practical guidance: cultivate an entrepreneurial mindset, build a personal and social mission, and develop habits that promote continuous learning and creation. Robbins outlines three core skills—pattern recognition, pattern utilization, and pattern creation—that enable people to leverage AI rather than be replaced by it. They also discuss the importance of storytelling, hero’s journey framing, and cultivating a compelling future with moonshot goals or magnificent obsessions. The dialogue repeatedly returns to the idea that purpose, not mere survival or income, will determine who thrives in an AI-enabled economy. The conversation touches on governance, safety, and equity: how to educate and retool large populations, how to implement policy and oversight in AI development, and how to ensure mental health and human connection keep pace with automation. They urge educators, policymakers, and business leaders to act now to prepare middle and high schools for an AI-centric future, while emphasizing the enduring human need to contribute and belong. A recurring theme is that technology should empower a richer, more meaningful life, not just more efficient production.

The BigDeal

FBI Hostage Negotiator: These Conversation Tactics Will Make You Rich | Chris Voss
Guests: Chris Voss
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Chris Voss presents a practical framework for negotiating salaries, relationships, and everyday conversations. He emphasizes patterns over single statements and notes that asking questions whose answer is no can prevent ‘yes’ traps. He repeats that there is no perfect information and that summarizing another person’s reality helps reach resolution. Emphasizing tactical empathy, he argues that understanding the other side unlocks leverage. The discussion anchors on listening first, then responding with calibrated questions to steer outcomes. Three avatars and three conflict types shape his method. The three conflict types are assertive, analyst, and accommodator, each with a different aim. The assertive seeks respect and closure; the analyst craves data; the accommodator prioritizes relationship and positivity. He says the world splits evenly into thirds, and misreading a type causes tension. People sometimes masquerade as another type, but real grip comes from knowing your own style and reading your counterpart. Each type is essential, yet incomplete on its own. He stresses practice and habit: 1% daily improvement, mental rehearsal, and a calm, purposeful voice. He cites James Clear’s idea of getting 1% better daily, a small edge that compounds. He describes the ‘elevator’ and late‑night DJ voices as tools to influence a room, and emphasizes rehearsing conversations in your head before you speak. Authenticity matters; he warns against inauthentic behavior as exhausting, and notes mentorship helps you grow while staying true to yourself. Practical tactics cover ghosting, restarting stalled talks with a blunt prompt, and interview questions. For ghosting, he prescribes: ‘Have you given up on X?’ as a precise reset. In interviews, he urges asking, ‘How can I be guaranteed to be involved in projects that are critical to the strategic future of the organization?’ and watching for signals that you’re a team player who can drive real results. He emphasizes listening, especially from the quiet panelist, and views training and mentorship as career accelerants. Beyond tactics, the discussion turns to media, manipulation, and trust. He talks about ‘professional instigators’ who can turn peaceful crowds into chaos, and frames tactical empathy as a bridge across personal, professional, and civic divides. The Tactical Empathy documentary and police training illustrate how understanding human behavior improves outcomes in high-stakes moments and everyday life. The core message: clear, empathetic communication—practiced deliberately—reduces conflict, closes deals, and enhances life."],

Generative Now

Dr. Olga Russakovsky: Shaping the Next Generation of AI Leaders
Guests: Dr. Olga Russakovsky
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Gen AI is reshaping not just the technology, but who gets to shape it. Olga Russakovsky, a Princeton associate professor and associate director of the Princeton AI Lab, has built a career at the intersection of theory, systems, and real‑world impact. A co‑founder and board chair of AI4ALL, she has helped broaden access to AI and leadership opportunities. Her early work helped spark the ImageNet revolution, and today she balances building vision systems with studying their fairness, explainability, and societal implications. Her conversation traces a arc from theoretical machine learning toward applied computer vision, a field she describes as understanding pixels and scenes—from autonomous vehicles to photo tagging, medical diagnostics, agricultural monitoring, and even space robotics. She notes that the diffusion models now reshaping generative AI have become part of computer vision, enabling both image understanding and generation. In her lab, this duality drives ongoing work on diffusion methods while also probing how these systems can be evaluated, controlled, and trusted. Beyond technology, she emphasizes AI's social responsibilities. The Princeton AI Lab aims to recruit more students and faculty across disciplines, reflecting a shift toward interdisciplinary research that couples engineering with psychology, ethics, and policy. A fireside chat she and a co‑instructor will host with psychologist Molly Crocket is positioned to surface pitfalls of AI in scientific discovery—how it can speed up work yet risk narrowing the range of hypotheses. The conversation centers on balancing efficiency with room for creativity and surprise. At the heart of her work is AI4ALL, a nonprofit she co‑founded to diversify AI talent. She argues that a lack of diversity of thought threatens the field by limiting problem framing and values guiding development. AI4ALL Ignite offers a year‑long program for Black, Latinx, and Indigenous women and non‑binary students, pairing AI education with responsible‑AI training, portfolio projects guided by industry mentors, and career‑readiness workshops. The program aims to broaden access to opportunities and to cultivate a new generation of leaders with broader perspectives.

The Diary of a CEO

Harvard’s Behaviour Expert: The Psychology Of Why People Don't Like You!
Guests: Alison Wood Brooks
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The episode delves into the science and practice of how we talk, listen, and connect with others, guided by Harvard behavioral scientist Alison Wood Brooks. The hosts draw out her two-decade study of conversational patterns, anxiety, and the craft of negotiation, translating dense research into practical steps listeners can apply in daily life. Brooks outlines how many of us mismanage conversations without realizing it, from preemptively labeling social anxiety as a threat to clinging to small talk at the expense of deeper connection. A central theme is reframing internal states to improve performance, such as treating social nerves as signals of opportunity and learning to prepare conversations in advance. She shares what she calls the teachable, measurable core of effective communication, including recognizing when conversations should stay intimate and one-on-one, and how to adapt methods for text and other digital forms without losing nuance. The discussion also unpacks how emotions shape behavior in high-stakes settings like negotiations, and how reframing anxiety as excitement can boost performance across performance tasks, public speaking, and collaboration. The guests explore concrete tools drawn from decades of lab work, including strategies to preserve trust, manage impressions, and avoid common mistakes that erode rapport. Brooks explains a framework for understanding conversational goals, namely balancing relational needs with information exchange, and the power of kindness, validation, and follow-up questions in building connection. The conversation turns practical when Brooks describes how to handle difficult conversations, how to apologize effectively, and how to structure conversations to keep them on a productive trajectory. Throughout, the emphasis remains on real-world application: how to ask better questions, how to listen with genuine curiosity, how to create micro-matters of warmth and engagement, and how to design conversations that move people toward greater collaboration and understanding, both in personal life and professional settings. The talk also touches on the impact of technology and AI on communication in everyday life, the balance between being authentic and adaptable in different social contexts, and the crucial role conversation plays in reducing loneliness and fostering meaningful relationships. The host and guest reflect on the importance of teaching these skills to younger generations and consider the future of work where human connection remains a uniquely valuable asset. Throughout, the episode stays anchored in science while translating it into actionable steps listeners can practice with friends, family, colleagues, and in public forums.

Possible Podcast

Sal Khan on the future of K-12 education
Guests: Sal Khan
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Education could become a tutor for every learner, and Sal Khan presents a path there. The origin story starts with tutoring his 12-year-old cousin Nadia across distances while he worked at a Boston hedge fund, a seed that grew into Khan Academy fifteen years ago as a not-for-profit response to misaligned incentives in education. He notes how edtech was once overlooked by venture capital, and how Khan Academy demonstrated a real demand for scalable, tech-enabled learning. The conversation then traces the choice to stay nonprofit, despite market pressures, and how that stance led to more mission-centered impact even as early control questions arose. It also chronicles the Khanmigo project, sparked by a 2022 OpenAI outreach, and the decision to pursue AI with safeguards: an assistant built on Khan Academy content, moderated for under-18 interactions, and designed to make processes transparent. The team framed risk—hallucinations, bias, cheating—as features to be mitigated rather than barriers to adoption, integrating Socratic tutoring with state-of-the-art technology. Sal describes Khanmigo’s practical uses, from answering questions and giving guided explanations to providing a feedback loop that emulates a personal tutor. He shares a demo of a chat about Einstein and E=mc^2, where the AI clarifies concepts while the human teacher stays involved. He envisions the AI as a teaching assistant that can draft lesson plans, rubrics, and assignments, then report back to teachers with full transparency about student work. The Newark, New Jersey example illustrates equity gains as Khanmigo helps students who cannot afford tutoring, and he cites Con World School with Arizona State University, where high school students spend roughly an hour to an hour and a half per day in Socratic dialogue plus collaboration on boards and clubs. He emphasizes that AI can reduce teachers’ administrative load—planning, grading, progress reports—without replacing human guidance—and that memory, continuity across years, and family involvement could be improved. Globally, he argues the U.S. should lead with experimentation and growth mindset while learning from others, and that AI co-pilots could transform both teaching and learning, expanding access to world-class education and reimagining the role of teachers as facilitators in a more productive, humane system.
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