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Kate Daniels introduces herself: she was a primary school teacher for ten years and a teaching assistant before that. She now teaches PSHE sessions across the United Kingdom to pupils, their parents, and teachers. She explains she understands how important and how difficult it is for teachers who want to do the right thing for their children but are under pressure from other aspects of the curriculum. She emphasizes that this subject is vital. She states that these lessons will safeguard and educate pupils in a safe environment and that they are absolutely crucial.

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We partnered with Google to address the issue of distorted information on climate change. Now, when you search for climate change on Google, you'll find reliable UN resources at the top. We believe it's important for people to have access to accurate scientific information, and we're taking a proactive approach. This is a significant challenge that requires the involvement of all sectors of society.

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Google has been accused of altering search queries to maximize profits by showing high-value ads. A YouTube video by Upper Echelon exposed this practice and provided a way to bypass Google's manipulation. The Wired article that supported these claims was taken down, but using the Wayback Machine, the video showed how to access archived versions of the article. The article revealed that Google may be altering billions of queries a day to generate more commercial results. This raises concerns about powerful and rich individuals conspiring to extract money from users. The video also mentioned using Brave search as an alternative to Google and discussed the importance of critically evaluating information sources.

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Gemini is a helpful tool for parents assisting their kids with homework. It can solve math problems and understand handwritten answers. Gemini can identify mistakes and explain concepts that need clarification. For example, it pointed out an error in calculating height in problem 3. By asking Gemini for further explanation, it provides step-by-step details to solve the problem. Gemini's ability to understand complex topics allows it to give customized explanations. Additionally, Gemini offers personalized practice problems based on mistakes made. Overall, Gemini is a valuable resource for learning and understanding subjects like physics.

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We invest heavily in fighting misinformation by enforcing policies, promoting authoritative sources, avoiding borderline content, and not monetizing misleading information like climate change denial. We remove content violating policies, elevate trusted sources, and avoid recommending low-quality content. Our approach is similar to Google's search results, prioritizing reputable sources for sensitive topics like health and news.

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If you don't teach these sessions they will be going online to search for themselves and when they do that they'll come across some really nasty inappropriate material. This resource has been designed to support the curriculum. It shows you how to deal with sensitive subjects in an age appropriate, open and honest way. What we've done is create a series of films that have put the children in a driver's seat. They got the opportunity in workshops to ask anonymous questions. This enabled them to really ask the questions that they wanted to know the answers to.

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The speaker introduces Web, a tool built to allow natural-language conversations with an entire document set (specifically mentioning the Epstein files and expanding to other datasets, including items like the dancing Israeli files and Israeli art students files). Web enables users to ask normal questions, for example: “show me examples of his foundations, charities, and businesses interacting with Israelis or organizations based in Israel.” The tool analyzes the documents based on the user’s natural-language prompt and returns results with sources cited. Key features demonstrated: - When a query is run, Web pulls back all relevant documents, which can be clicked to turn red and opened as primary sources. Users can see the work the tool is doing, including entities such as Ehud Barak and the network of Ehud Barak, Wexner, and Epstein, as it compiles the research. - The response is written in natural language for easy understanding, with sources cited. The primary sources remain accessible on the left in their original organizational structure, allowing users to read documents in their original form. - The tool will not browse the internet or conduct external research to answer questions; it references only the files in the user’s document set and provides citations that can be checked. The speaker presents the current usage experience: - It’s possible to ask follow-up questions and expand the chat, using suggested questions or generating new ones. - The user interface shows both the generated explanation and its sources (with links to the documents). Operational and access details: - The speaker endorses Web as “the absolute shit” and encourages people to try it. After a period without a password gate, it’s offered in an open beta to anyone who wants to try. - The speaker has personally funded the tokens for the beta so users can access it for free during this phase; beta testers aren’t required to pay. - He notes that running AI tools costs money due to compute resources, and, after the open beta, Web will transition to a subscription model with access to additional datasets. - Plans include open-sourcing the project later, allowing people to download and run it themselves and examine the code (with a caveat: selling it would not be allowed). - The goal expressed is to enable broad accessibility so that “any old person can understand these documents” and to clearly show who Epstein worked for and what was in the files, with all content retained even if DOJ deletes files from the public domain, as “we’ve already got them all and they’re not being deleted from our database.”

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As teachers, we often overestimate students' abilities to discern credible sources. SearchCoach helps by making website reliability more obvious, showing students why some sites are trustworthy while others aren't. SearchCoach fits into our existing teaching framework, giving students a way to apply learned skills within a familiar tech platform. Students find the domain filter especially helpful for quickly identifying reputable sources like .gov, .edu, and .org, avoiding the need to sift through numerous .com sites. In fields like science, where information rapidly evolves, SearchCoach's date filters ensure students access the most current data for their work. Furthermore, the search tips within SearchCoach guide students in refining their search queries, a valuable skill for efficient information retrieval. Ultimately, SearchCoach aids in teaching students to access, evaluate, and use information responsibly.

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Every outlet is subjective, but they should all be allowed. Google's search engine now prioritizes authoritative sources over others, like showing mlb.com instead of a local Little League site. This approach limits access to diverse perspectives, favoring mainstream sources like the New York Times over specialized ones like the world socialist website. This hierarchical system goes against the idea of letting individuals make their own decisions by seeing all available information.

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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 launched an initiative to improve research on how automated processes curate online experiences. Understanding misinformation and disinformation is crucial. Ignoring this problem threatens the values we hold dear. Disinformation can perpetuate wars, hinder climate change efforts, and violate human rights. We must prevent these weapons of war from becoming normalized. Though we face many battles, there is cause for optimism. For every new weapon, there is a new tool to overcome it. We have the means, we just need the collective will.

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There are good and bad journalists, but when the public mistrusts us and turns to misleading alternative sources, it's problematic. Without a common set of facts, it's difficult to solve society's big problems. CourseCorrect is using machine learning and AI to identify and combat misinformation. They analyze linguistic patterns, network science, and temporal behavior to pinpoint misinformation sources and its reach. Tailoring corrections based on the context of the person is crucial for effectiveness. CourseCorrect's experiments have shown that strategically placing correct information in social media networks can reduce the spread of misinformation. By testing different strategies, they can advise journalists on the most effective ways to combat misinformation. A former Facebook public policy director is part of the team, bringing valuable experience in coordinating the company's work during elections.

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Social media platforms struggle to identify and remove misleading posts, especially those in languages other than English. To address this, WiseDex helps by translating abstract policy guidelines into specific claims with keywords in multiple languages. For instance, a search for negative Efficacy on Twitter yields tweets promoting the misleading claim about the COVID vaccine. The trust and safety team can use these keywords to automatically flag matching posts for human review. WiseDex also provides a browser plug-in for human reviewers, making it easier for them to identify misinformation claims that may match the post. This approach improves reviewer efficiency compared to assessing posts based on abstract policies.

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The speaker describes an effort to educate and elevate content. They mention a partnership with Google, initiated after observing highly distorted information at the top of climate change search results. The goal is to be more proactive in providing accurate information. They state, “We own the science, and we think that the world should know it.” They add, “The platforms themselves also do.”

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The speaker states that they partnered with Google because, initially, Googling "climate change" yielded "incredibly distorted information" at the top of search results. As a result of the partnership, UN resources now appear at the top of Google searches for climate change. The speaker asserts that they "own the science" related to climate change and believe "the world should know it." The speaker also indicates that the platforms themselves are taking action on this issue.

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I need to write a paper on World War 2 battles quickly. My professor wants us to use this source, so I copied and pasted it into a search. It collected more sources and summarized them perfectly, generating a complete report. I'm confident I'll do well on my paper.

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Welcome to MYTHOPEDIA, a project of Media Matters. It's a comprehensive resource for debunking conservative lies and misinformation. To start, simply enter a search term like "Obamacare" and you'll find a list of both lies and truths. Clicking on an entry will take you to a page with the lie, the truth, and a detailed rebuttal with citations. You can also explore other myths on the same subject by clicking on tags. If you can't find what you're looking for, try broadening your search. Additionally, you can access Mythopedia on your smartphone or tablet, with voice command search available. Get the truth at mythopedia.mediamatters.

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An Israel instruction day for wiki editors aims to teach people how to edit Wikipedia, a top information source. The goal is to influence what is written, ensuring it is balanced and Zionist. One participant attended to learn how Israelis and Jews can defend Israel online, particularly on Wikipedia. They had previously tried to edit anti-Israel content but were unsuccessful due to a lack of understanding of Wikipedia's rules. This knowledge is important for defending Israel online by correcting misinformation and ensuring the "right side" of the story is covered. The internet is filled with antisemitism and anti-Zionism, and more effort is needed to counteract it and promote the Israeli perspective. Initiatives to educate and promote the defense of Israel online are extremely important.

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We partnered with Google to address the issue of distorted information on climate change. When searching for climate change, Google now provides UN resources at the top of the results. We believe it is important to be proactive in sharing accurate scientific information. This is a significant challenge that requires active involvement from all sectors of society.

The OpenAI Podcast

ChatGPT Atlas and the next era of web browsing — the OpenAI Podcast Ep. 9
Guests: Ben Goodger, Darin Fisher
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OpenAI's new browser, ChatGPT Atlas, integrates advanced AI models, particularly ChatGPT, directly into the core browsing experience, moving beyond traditional browser add-ons. Developed by browser veterans Ben Goodger and Darin Fisher, Atlas aims to transform web interaction by allowing users to command the internet using natural language. This innovation is timely due to the rapid progression of AI capabilities, enabling compelling user experiences that were previously impossible. Atlas features an "agent mode" where ChatGPT can take actions on the web on the user's behalf, such as synthesizing data into charts, reviewing documents, or managing cloud services. This agent operates in its own workspace with segmented tabs, offering a controlled environment where users can observe or halt its actions, addressing concerns about AI autonomy. The browser also boasts enhanced memory features, allowing it to recall past browsing activities and personalize future interactions, like remembering preferred airlines for flight searches. The design philosophy behind Atlas emphasizes simplicity and accessibility, aiming to make complex computing tasks more approachable for non-experts. It features a unified "one box" input for both navigation and AI queries, streamlining the user experience. The "Ask ChatGPT sidebar" provides instant assistance, summarizing pages, answering questions, or initiating agent tasks without leaving the current site. This fosters serendipitous discovery and helps users navigate the web more effectively, breaking free from content "rabbit holes." Technically, Atlas is built on Chromium (referred to as "Owl") but with a unique architecture that separates the browser's core rendering from the Atlas application, enhancing stability and performance. This allows for features like "scrolling tabs" that efficiently manage thousands of open tabs without clutter or performance degradation. The team also leverages AI tools like Codex for accelerated product development, even enabling non-engineers to contribute code. OpenAI views Atlas as a long-term investment, with plans for multi-platform expansion (Windows, mobile) and continuous feature development, aiming to make AI beneficial and accessible to all humanity by delegating "toil" to intelligent agents.

The OpenAI Podcast

Live from DevDay — the OpenAI Podcast Ep. 7
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Dev Day's live conversation reveals AI moving from a lab curiosity to classroom and workshop reality. Caleb Hicks describes School AI’s focus on safe, managed AI that can act as one-time personal tutors for students, with model progression driving intelligence gains and cost reductions. The team is innovating through orchestration—getting diverse AI agents to work together for better outputs—and by releasing tools like the agents SDK to empower developers and educators. The hosts discuss a shift in schools from blanket bans to productivity, with the expectation that every student must know how to use AI. Teachers get dashboards that show real-time student activity and an exit ticket that summarizes the day’s learning and guides next steps. Caleb explains the product stack that supports teachers, students, and school leaders: a basic AI assistant tuned for schools, plus prompts-and-forms that generate lesson plans and adapted content, and a guard-railed, safe-tutoring layer. The real-time dashboard and exit ticket connect classroom activity to actionable coaching, because many teachers manage hundreds of students. He notes the importance of practical classroom integration—AI must know what is happening in class and what the student hopes to achieve. The conversation shifts to the agent-builder ecosystem, faster prototyping, and the potential for partners to extend the platform with safe, school-focused integrations. They emphasize the need for evaluation and monitoring to ensure quality, turning prompts into reliable classroom outcomes. The interview then veers toward the speed and democratization of software creation. A hands-on demo of 'Please Fix' and jam.dev illustrates a future where a browser extension edits a live site, generates a GitHub PR, and applies a design-system-consistent change without conventional coding. The speakers describe a web that is read-write-think, where apps live inside chat interfaces and can be built by non-developers as well as seasoned engineers. They recount how internal tools often seed startups, and how Cursor has evolved from code completion to autonomous agents with online learning from user signals. The emphasis is on reducing bottlenecks, empowering managers, designers, and product teams to ship faster, while maintaining quality and trust in high-stakes contexts such as medicine.

The Pomp Podcast

The Future of Childhood Education I Synthesis I Pomp Podcast #519
Guests: Josh Dahn, Chrisman Frank, Ana Lorena Fabrega
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In this interview, Anthony Pompliano speaks with the Synthesis team, including Josh Dahn, Chrisman Frank, and Ana Lorena Fabrega, about their innovative approach to education. Josh shares his background, detailing how he co-founded Ad Astra School with Elon Musk to create a better educational experience for children. Synthesis emerged from this initiative, focusing on collaborative problem-solving through engaging games that challenge students to think critically and work as teams. Chrisman emphasizes the need for innovative educational methods, noting the limitations of traditional schooling. He describes the unique experiences at Synthesis, where students learn to navigate complex problems and develop essential skills for the future. Ana, a former elementary school teacher, highlights the shortcomings of conventional education, expressing her excitement about Synthesis's ability to foster creativity and meaningful learning. The program promises to transform children into world-class problem solvers by engaging them in simulations that mimic real-world challenges. Parents are drawn to Synthesis due to their dissatisfaction with traditional education, seeking a more relevant and engaging learning experience for their children. The team believes that by teaching kids to think critically and collaboratively, they are preparing them for future success, regardless of the specific paths they choose. The conversation underscores the importance of rethinking education to better equip students for the complexities of the modern world.

Lenny's Podcast

Inside Google's AI turnaround: AI Mode, AI Overviews, and vision for AI-powered search | Robby Stein
Guests: Robby Stein
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Google's AI turnaround is real: Gemini just hit the number one app in the app store, and the internal energy at Google has changed, says Robby Stein, VP of Google Search. The company maintains that its core mission—making information universally accessible—remains, but the AI moment has created a tipping point where models can genuinely deliver for consumers. The shift is not about replacing search but about multiplying its reach through AI overviews, AI mode, and multimodal tools like Lens, all designed to deliver faster, more accurate answers while weaving live data into results. There's three big components to what we can think about AI search: AI overviews at the top, which provide quick answers; multimodal and Lens for visual search; and AI mode, which binds it all into a single conversational experience. AI mode uses all of Google's information, including 50 billion products in the shopping graph updated two billion times per hour, 250 million places in Maps, and the entire context of the web, so you can ask anything and follow up. It can be accessed at google.com/ai and is integrated into core experiences so you can ask follow-ups directly or take a photo and go deeper in AI mode. Stein emphasizes three big features of AI search: AI overviews at the top, which provide quick answers; Lens for visual queries; and AI mode, which binds it all into a single conversational experience. He notes that Google’s data backbone—shopping graph, Maps, finance, and web signals—allows the AI to understand context and surface authoritative sources. The interface aims for a consistent, simple experience; you can start in core search and have follow-ups, then dive deeper in AI mode or Lens as needed. The goal is to make the transition between AI and traditional search seamless rather than a toggle. Looking ahead, AI is expanding into inspiration and multimodal creativity, with live AI search and 'AI corner' experiments such as visual inspiration boards and Nano Banana-like tools. The team emphasizes testing with labs and trusted testers, then scaling to IO launches and global rollout. Public examples include live conversational search and ongoing integration across products, all aimed at giving users effortless access to knowledge with reliable sources.

Sourcery

Taking on an $80 Billion Dollar Market with Gen Z | Dylan Diamond
Guests: Dylan Diamond
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Dylan Diamond recounts the origin story of Saturn, a calendar and scheduling product that began as Eye Staples in Staples High School and evolved into a VC-backed company with a broad high school user base and a growing college and early-career footprint. He emphasizes a long, patient growth approach anchored in retention over rapid acquisition, pointing to high daily active usage and strong year-to-year retention as the backbone of Saturn’s progress. The conversation details how the product started with minimal onboarding, relied on word-of-mouth, and gradually shifted to a more scalable model using ambassadors and waitlists before moving to a demand-led, over-the-air launch framework that scales across all 18,000 public high schools in the country. Diamond discusses the importance of maintaining a strong value proposition—sharing schedules, seeing classmates, and quickly setting up a calendar—while avoiding revenue-only incentives that fail to sustain engagement. He also describes how COVID forced a pivot to a Chromebook-friendly web app, then a return to mobile-centric growth, and how AI now accelerates school data ingestion, updates, and user interactions, enabling features like voice-based interactions and smarter scheduling. In terms of go-to-market and product strategy, the interview highlights the balance between keeping the product simple and deeply useful, maintaining privacy controls, and aligning with Gen Z’s expectations for design, offline capability, and performance. On the business side, Diamond explains how patient capital from investors who understood the high-school-first North Star enabled Saturn to weather seasonality and focus on long-term metrics, while building a new ad unit within the calendar to monetize a platform that already has strong retention and viral potential. The discussion closes with a vision of Saturn becoming a universal calendar across life stages, integrating education, entertainment, and events while prioritizing user-centric design and data-driven growth.

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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