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Vivek Vaidya of super{set} joins Nick to discuss AI Cost Structures and Pricing, Proprietary Data Sets That Create Moats, and a Clear Method for Determining Which Problem to Solve First. In this episode we cover: Challenges and Considerations in Selling Companies Building Companies and the Importance of Selling Ahead Navigating AI-Native Products and Cost Structures Valuation and Pricing of AI Companies Data as a Moat in the AI Era Distinguishing Between Frontier Labs and Startups Open Source and Data Security in AI Products Guest Links: Vivek's LinkedIn Vivek's X super{set}'s LinkedIn super{set}'s Website The host of The Full Ratchet is Nick Moran of New Stack Ventures, a venture capital firm committed to investing in founders outside of the Bay Area. We're proud to partner with Ramp, the modern finance automation platform. Book a demo and get $150—no strings attached. Want to keep up to date with The Full Ratchet? Follow us on social. You can learn more about New Stack Ventures by visiting our LinkedIn and Twitter.
Could your organization produce a complete record of everything its AI systems accessed, sent, or shared within one business day? In this episode of Tech Talks Daily, I welcome Tim Freestone, Chief Strategy Officer at Kiteworks, back to the podcast for his third appearance. Our conversation centers on the company's 2026 Data Security and Compliance Risk Annual Survey and the difference between buying security technology and being able to demonstrate that sensitive data is properly controlled. According to the Kiteworks research supplied for this interview, 80 percent of surveyed organizations experienced at least one security or AI related incident during the previous 12 months. Half could not produce a complete AI data access audit record within one business day. The strongest group recorded an average readiness score of 46 out of 100, while organizations with weaker security and AI governance averaged eight. Even the higher score leaves considerable room for improvement. Tim argues that technology spending can produce a larger version of the same exposure when a company lacks the people, ownership, and operating model needed to manage what it has purchased. Network, cloud, and infrastructure security still matter, but the business ultimately needs to understand what is happening at the data layer. Which identities can access a system? What actions can they take? Which records can they read, change, send, or share? We discuss why this has become harder as employees create large numbers of AI agents. A company may have 1,000 people and tens of thousands of nonhuman identities, each requiring permissions and oversight. Tim describes three connected control planes covering identity, actions, and data. Together, they offer leaders a practical way to assess whether an agent can reach information it should never see or perform an action it was never meant to take. The conversation also examines audit evidence. Tim says businesses should map regulated data types to the controls governing their use and then connect those controls with reporting. Without that connection, answering an auditor may require months of work, large consulting bills, and teams manually assembling records from disconnected systems. Ownership remains difficult because security, compliance, infrastructure, and data governance teams often work separately. Tim's view is that the CEO must orchestrate responsibility when the board is asking AI to produce higher productivity while the same systems create new data risk. That position may feel demanding, but it exposes an issue many leadership teams still need to settle: who owns the consequences when an AI agent exposes or transforms sensitive information? For board members, Tim offers two direct tests. Ask for a clear account of the company's data controls, then ask who is responsible for the associated risk. If those answers require a long explanation or several departments pointing at one another, the readiness score may matter less than the inability to demonstrate control. How quickly could your organization show who or what touched sensitive data, and who would be accountable if the record were incomplete? Listen to the episode and share your thoughts.
Plus: Redwire taps SpaceX's Starfall ship for pharma mission. And Datadog warns of lower usage by major AI customer. Imani Moise hosts. Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.
In this session of UC Today, host Kristian McCann sits down with Simon Peters, Director of Channel Sales at Smarsh, to unpack one of the most pressing questions facing regulated industries in 2026: Is your compliance solution really secure — and is its AI even compliant?It's a wake-up call for compliance, risk, and IT leaders who assume ticking the compliance box equals airtight data protection. As global fines for compliance and data breaches continue to climb — including over $63 million in penalties in early 2025 alone — this conversation exposes the two blind spots most organizations still overlook.Peters explains how compliance and security aren't interchangeable, why third-party AI models can create new compliance gaps, and how Smarsh has built “compliant AI by architecture” — keeping all data, transcripts, and analysis inside customers' own sovereign environments.Key discussion points include:
In this final episode of the Events Demystified seven-year anniversary miniseries, host Anca Platon Trifan explains that “shadow AI” is often ordinary employees using tools like ChatGPT, Copilot, Gemini, Claude, or browser extensions to work faster, unintentionally creating data paths outside company controls. She argues shadow AI reflects both employee responsibility and leadership gaps, citing Verizon's 2026 DBIR data on rising AI use, unauthorized services, and common exposed data types like source code. The episode covers AI security best practices: clear data classification with real examples (especially for events), minimum-necessary data sharing, risks from extensions and excessive agent permissions, the need for limited autonomy, auditability, a kill switch, vendor and integration due diligence, transparent monitoring, and safe incident reporting. Trifan shares a Bill.com virtual card fraud experience and closes with questions leaders should ask and a podcast break until September.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - Piööc wël path thooŋ English ku bï yïïn ya jam ee Kuɛ̈ɛ̈n, ŋiëc tɔu wël ku gëlgël wël yiɛ̈nhdu. Cuthcuth yic wël wen ye laac luöi yic ku bï yïn jam kä diir yïïn, ku kuɛ̈ny ke wääc yiic ku jaämic ye kada bi wël käk tɔu ke ci ŋiëëc tɔɔu.Keep practising the phrases from this episode and test what you've learned with our quiz here. - Keep practising the phrases from this episode and test what you've learned with our quiz here.
AI Applied: Covering AI News, Interviews and Tools - ChatGPT, Midjourney, Runway, Poe, Anthropic
Conor and Jaeden explore the debate surrounding open-weight and open-source AI models, focusing on Anthropic's lobbying activities and the competitive pressure from international AI companies.Watch on YouTube: https://youtu.be/vkZyFedYDqQGet the top 80+ AI Models for $8.99 at AI Box: https://aibox.aiConor's AI Course: https://www.ai-mindset.ai/coursesJaeden's AI Business Community: https://www.skool.com/aihustleChapters00:00 Introduction to Open Weight and Open Source Models00:29 Anthropic's Stance and Industry Perception01:26 Anthropic's Market Entry and Safety Focus01:43 Difference Between Open Source and Open Weight Models02:10 Current Trends in Open Source AI03:03 Industry Lobbying Against Open Weight Models03:31 Distillation Attacks and Industry Concerns04:24 Industry Perspectives on AI Regulation05:18 Dario Amade's Clarification on AI Bans05:46 Risks and Industry Dynamics07:13 Cost Savings and Industry Threats08:14 Anthropic's Growth and Industry Position09:04 Incentives and Industry Competition09:57 The Cult of Personality in AI10:23 Dario Amade's Industry Influence11:18 Risks of Open Source Models12:18 Data Security and Third-Party Integrations13:17 Chinese and Open Source Models in the Market14:10 Economic Impact of Cheaper AI Models15:06 Adoption and Future Trends in AI15:51 Closing Remarks and Industry Outlook See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - សិក្សាភាសាអង់គ្លេសដែលមានប្រយោជន៍សម្រាប់ការនិយាយអំពី ការធ្វើជំរឿន សុវត្ថិភាពទិន្នន័យ និងការការពារព័ត៌មានផ្ទាល់ខ្លួន។ អនុវត្តឃ្លាប្រចាំថ្ងៃសម្រាប់បង្ហាញការព្រួយបារម្ភ ការពន្យល់អំពីហានិភ័យ និងការនិយាយអំពីរបៀបដែលទិន្នន័យត្រូវបានរក្សាទុកឱ្យមានសុវត្ថិភាព។Keep practising the phrases from this episode and test what you've learned with our quiz here. - Keep practising the phrases from this episode and test what you've learned with our quiz here.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - Ku baro Ingiirisi sida looga hadlo ama looga sheekeysto tirokoobka (Cenus) iyo sida loo xafido xogta. Ku tabo-baro erayo iyo weedho loo isticmaalo, walaaca aad ka qabi karto tiro-koobka, qeexidda waxyaalaha khaldami kara iyo sida xogta/macluumaadka qofka loo xafido.Keep practising the phrases from this episode and test what you've learned with our quiz here. - Keep practising the phrases from this episode and test what you've learned with our quiz here.
Practise speaking the dialogue from episode #114 Talking about the Census and data security. - 讓我們一同練習上星期在第 114 集學會的詞彙。Find the full episode, learning notes and more free resources at SBS Learn English. - 在 SBS Learn English 網站,可以找到完整節目、學習筆記和更多免費資源。
Practise speaking the dialogue from episode #114 Talking about the Census and data security. - 지난주 에피소드 114: 센서스와 데이터 보안에 대해 이야기하기 (중급)를 위한 보너스 연습 대화입니다.Find the full episode, learning notes and more free resources at SBS Learn English. - SBS Learn English에서 전체 에피소드, 학습 노트 및 기타 무료 자료를 확인해 보세요.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - 国勢調査、データセキュリティ、そして個人情報の保護に関する便利な英語を学びましょう。不安や懸念、リスク、そしてデータが保管方法について話す際に使えるフレーズを勉強します。Keep practising the phrases from this episode and test what you've learned with our quiz here. - SBSの日本語放送は火木金の午後1時からSBS3で生放送!火木土の夜10時からはおやすみ前にSBS1で再放送が聞けます。SBS日本語放送ポッドキャストから過去のストーリーを聞くこともできます。無料でダウンロードできるSBS Audio Appもどうぞ。SBS 日本語放送のFacebookとInstagramもお忘れなく。
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - Pelajari bahasa Inggris yang berguna untuk membahas Sensus, keamanan data, dan perlindungan informasi pribadi. Mari berlatih menggunakan ungkapan sehari-hari untuk menyampaikan kekhawatiran, menjelaskan risiko, serta membahas bagaimana terjaganya keamanan data.Keep practising the phrases from this episode and test what you've learned with our quiz here. - Keep practising the phrases from this episode and test what you've learned with our quiz here.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - در این قسمت انگلیسی موردنیاز برای صحبت درباره سرشماری، امنیت اطلاعات و محافظت از اطلاعات شخصی را یاد بگیرید و عبارتهای کاربردی روزمره برای ابراز نگرانی، توضیح دادن خطرات و صحبت درباره نحوه حفظ امنیت اطلاعات را تمرین کنید.Keep practising the phrases from this episode and test what you've learned with our quiz here. - برنامه فارسی رادیو اسبیاس در روزهای شنبه و سه شنبه ساعت ۳ بعد از ظهر از طریق رادیو، به صورت آنلاین، کانال شماره ۳۰۲ تلویزیونهای دیجیتال و از طریق اپ رایگان SBS Audio قابل دسترس است. برای شنیدن برنامه های زنده و پادکست های ما اپ SBS Audio را از APP Store یا Google Play دانلود کنید. همچنین می توانید به اس بی اس فارسی از طریق اسپاتیفای، یا اپل پادکستز گوش کنید.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - تعلّم عبارات إنجليزية مفيدة للتحدّث عن التعداد السكاني، وأمان البيانات، وحماية المعلومات الشخصية. وتمرّن على استخدام جمل يومية للتعبير عن القلق، وشرح المخاطر، والتحدّث عن كيفية الحفاظ على أمان البيانات.Keep practising the phrases from this episode and test what you've learned with our quiz here. - Keep practising the phrases from this episode and test what you've learned with our quiz here.
Practise speaking the dialogue from episode #114 Talking about the Census and data security. - تدرّب على التحدّث من خلال حوار الحلقة #114: التحدّث عن التعداد السكاني وأمان البيانات.Find the full episode, learning notes and more free resources at SBS Learn English. - Find the full episode, learning notes and more free resources at SBS Learn English.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - 學習用英文討論人口普查、資料保安及保障個人私隱。練習日常英語,表達對資料安全的關注、解釋潛在風險,以及如何保障個人資料。Keep practising the phrases from this episode and test what you've learned with our quiz here. - 繼續練習今集學到的實用英語,再完成以下小測驗,看看自己掌握了多少。
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - Milu relnak, pumpak konglam le thil a biapi mi pawl him tein kilvelnak he a pehtlaimi biafang le biatlang hman khawh nak pawl kan cawn mi rak ngai ve.Keep practising the phrases from this episode and test what you've learned with our quiz here. - Keep practising the phrases from this episode and test what you've learned with our quiz here.
Practise speaking the dialogue from episode #114 Talking about the Census and data security. - Cawnnak #114 milu relnak le thil a biapi mi him tein kilvennak chim le rel tikah hman khawh mi biafang le biatlang pawl rak cawng ve.Find the full episode, learning notes and more free resources at SBS Learn English. - Find the full episode, learning notes and more free resources at SBS Learn English.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - Навчіться впевнено говорити та дізнайтеся корисні слова, вислови й словосполучення на тему голосування та виборів, а також про виборчу систему Австралії.Keep practising the phrases from this episode and test what you've learned with our quiz here. - Після прослуховування перевірте свої знання за допомогою нашого тесту: ТУТ.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - 센서스, 데이터 보안, 개인정보 보호에 대해 이야기하는 데 유용한 영어 표현을 배워보세요. 우려를 표하고, 위험 요소를 설명하며, 데이터가 어떻게 안전하게 관리되는지에 대해 이야기하는 데 필요한 일상적인 표현을 연습해 보세요.Keep practising the phrases from this episode and test what you've learned with our quiz here. - 이번 에피소드의 표현들을 계속 연습하고, 퀴즈를 통해 배운 내용을 확인해 보세요.
Practise speaking the dialogue from episode #114 Talking about the Census and data security. - 通过本期播客,跟着第114集《聊聊人口普查和数据安全》一起开口练练对话吧!Find the full episode, learning notes and more free resources at SBS Learn English. - Find the full episode, learning notes and more free resources at SBS Learn English.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - 学习与人口普查、数据安全和个人信息保护相关的实用英语。练习日常表达,学习如何表达担忧、解释潜在风险,以及谈论数据如何得到安全保护。Keep practising the phrases from this episode and test what you've learned with our quiz here. - 在YouTube、Apple Podcasts或Spotify搜索播客名“SBS学英语”,学习新的英文表达方式、更了解澳大利亚文化。
Practise speaking the dialogue from episode #114 Talking about the Census and data security. - Xyaum siv tej lus thiab tej sob lus ntawm toom sob kawm 114 uas tham txog kev txheeb pej xeem thiab kev ruaj ntseg rau tej xov xwm coj los sib tham.Find the full episode, learning notes and more free resources at SBS Learn English. - Txheeb tau toom sob kawm txwm, thiab tej ntaub ntawv uas siv tau dawb ntawm SBS Learn English.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - Học tiếng Anh hữu ích để nói về điều tra dân số, bảo mật dữ liệu và bảo vệ thông tin cá nhân. Thực hành các cụm từ thông dụng hàng ngày để bày tỏ sự lo ngại, giải thích rủi ro và nói về cách dữ liệu được bảo vệ an toàn.Keep practising the phrases from this episode and test what you've learned with our quiz here. - Keep practising the phrases from this episode and test what you've learned with our quiz here.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - Узнайте фразы для обсуждения переписи населения, безопасности данных и защиты личной информации. Попробуйте фразы для выражения обеспокоенности, объяснения рисков и обсуждения способов обеспечения безопасности данных.Keep practising the phrases from this episode and test what you've learned with our quiz here. - Практикуйте фразы из этого эпизода и проверьте свои знания с помощью квиза здесь.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - در این قسمت از مجموعه درسهای انگلیسی اسبیاس، یاد بگیرید که چگونه میتوانید درباره سرشماری، مصوونیت معلومات و حفاظت از معلومات شخصی صحبت کنید.Keep practising the phrases from this episode and test what you've learned with our quiz here. -
Practise speaking the dialogue from episode #114 Talking about the Census and data security. - Practise speaking the dialogue from episode #114 Talking about the Census and data security.Find the full episode, learning notes and more free resources at SBS Learn English. - Find the full episode, learning notes and more free resources at SBS Learn English.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - SBS Learn English ће вам помоћи да говорите, разумете и будете блискији свом окружењу у Аустралији. Ова лекција намењена је људима са средњим нивоом знања енглеског језика. Након слушања, проверите своје знање помоћу нашег квиза. У овој епизоди научите како да разговарате о попису становништва, сигурности података и заштити личних информација.Keep practising the phrases from this episode and test what you've learned with our quiz here. - For more stories, interviews, and news from SBS SERBIAN, explore our podcast collection here.Keep practising the phrases from this episode and test what you've learned with our quiz here.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe. - د اګسټ په ۱۱مه نېټه په اسټرالیا کې سرشمېرنه ترسره کېږي. د انګلیسي ژبې په دې پوډکاسټ کې د سرشمېرنې، د معلوماتو د امنیت او شخصي معلوماتو د خوندي ساتنې په اړه خبرې کول زده کړئ.Keep practising the phrases from this episode and test what you've learned with our quiz here. -
Practise speaking the dialogue from episode #114 Talking about the Census and data security.Find the full episode, learning notes and more free resources at SBS Learn English.
Learn English useful for talking about the Census, data security, and protecting personal information. Practise everyday phrases for expressing concern, explaining risks, and talking about how data is kept safe.Keep practising the phrases from this episode and test what you've learned with our quiz here.
What happens when a longtime facility manager steps beyond the built environment to help reshape it through technology? In this episode of Connected FM, host Brent Ward welcomes Billy Holder, Founder & CEO at Project Aidra, for a conversation about digital transformation, AI and the evolving role of facility management in a technology-driven world. Drawing from nearly 30 years of experience in facility management, Billy shares how recurring operational frustrations led him from the FM field into the PropTech space. He discusses why documentation overload, disconnected systems and inefficient workflows pushed him to search for smarter solutions powered by AI and automation. The conversation explores how facility managers can use technology to augment the workforce instead of replacing it, why human connection still matters in smart buildings, and what organizations should consider when evaluating PropTech platforms and AI-enabled tools. Whether you are a facility manager navigating digital transformation or simply curious about where the built environment is headed next, this episode offers practical insights into the future of FM and the people shaping it. This episode is sponsored by SiteMap®, powered by GPRS. Learn more at sitemap.com/ifma Timestamps: 00:00 Introduction 03:37 Documentation Pain Points 05:31 Winning Tech Buy In 07:15 AI As Workforce Boost 08:57 Human Metrics Matter 12:19 PropTech Stack Essentials 16:14 Training Next Gen FMs 18:55 ESG Reality Check 23:29 The Beautiful Mess Story 27:08 Hidden Wins Of Adoption 29:41 FM In Five Years 30:50 Start Small Advice 32:04 Closing Remarks Connect with Us:LinkedIn: https://www.linkedin.com/company/ifmaFacebook: https://www.facebook.com/InternationalFacilityManagementAssociation/Twitter: https://twitter.com/IFMAInstagram: https://www.instagram.com/ifma_hq/YouTube: https://youtube.com/ifmaglobalVisit us at https://ifma.org
AI is reshaping innovation as businesses embed it into core operations and move more processes online. This transformation is often seen as a tradeoff between innovation and data risk, but that assumption is wrong. Businesses can innovate and scale in the AI era while maintaining strong data security, ensuring protection, compliance, and control remain intact. Segment Resources: Check out these assets from Fortra for more information around Data Security for AI. Learn more about our Data Security suite: https://www.fortra.com/solutions/data-protection Get the ungated guide: Secure AI Innovation > https://www.fortra.com/resources/guides/secure-ai-innovation Read the blog: Staying Compliant While Using AI: What CISOs Need to Know https://www.fortra.com/blog/staying-compliant-while-using-ai-what-cisos-need-know This segment is sponsored by Fortra. Visit https://securityweekly.com/fortra to learn more about them! In the leadership and communications segment, Lost in translation: Cybersecurity board reporting for CISOs, AI may finally unlock the cyber budgets CISOs have wanted for years, How People Actually Get to the C-Suite in S&P 500 Companies, and more! Visit https://www.securityweekly.com/bsw for all the latest episodes! Show Notes: https://securityweekly.com/bsw-451
AI is reshaping innovation as businesses embed it into core operations and move more processes online. This transformation is often seen as a tradeoff between innovation and data risk, but that assumption is wrong. Businesses can innovate and scale in the AI era while maintaining strong data security, ensuring protection, compliance, and control remain intact. Segment Resources: Check out these assets from Fortra for more information around Data Security for AI. Learn more about our Data Security suite: https://www.fortra.com/solutions/data-protection Get the ungated guide: Secure AI Innovation > https://www.fortra.com/resources/guides/secure-ai-innovation Read the blog: Staying Compliant While Using AI: What CISOs Need to Know https://www.fortra.com/blog/staying-compliant-while-using-ai-what-cisos-need-know This segment is sponsored by Fortra. Visit https://securityweekly.com/fortra to learn more about them! In the leadership and communications segment, Lost in translation: Cybersecurity board reporting for CISOs, AI may finally unlock the cyber budgets CISOs have wanted for years, How People Actually Get to the C-Suite in S&P 500 Companies, and more! Show Notes: https://securityweekly.com/bsw-451
AI is reshaping innovation as businesses embed it into core operations and move more processes online. This transformation is often seen as a tradeoff between innovation and data risk, but that assumption is wrong. Businesses can innovate and scale in the AI era while maintaining strong data security, ensuring protection, compliance, and control remain intact. Segment Resources: Check out these assets from Fortra for more information around Data Security for AI. Learn more about our Data Security suite: https://www.fortra.com/solutions/data-protection Get the ungated guide: Secure AI Innovation > https://www.fortra.com/resources/guides/secure-ai-innovation Read the blog: Staying Compliant While Using AI: What CISOs Need to Know https://www.fortra.com/blog/staying-compliant-while-using-ai-what-cisos-need-know This segment is sponsored by Fortra. Visit https://securityweekly.com/fortra to learn more about them! In the leadership and communications segment, Lost in translation: Cybersecurity board reporting for CISOs, AI may finally unlock the cyber budgets CISOs have wanted for years, How People Actually Get to the C-Suite in S&P 500 Companies, and more! Visit https://www.securityweekly.com/bsw for all the latest episodes! Show Notes: https://securityweekly.com/bsw-451
AI is reshaping innovation as businesses embed it into core operations and move more processes online. This transformation is often seen as a tradeoff between innovation and data risk, but that assumption is wrong. Businesses can innovate and scale in the AI era while maintaining strong data security, ensuring protection, compliance, and control remain intact. Segment Resources: Check out these assets from Fortra for more information around Data Security for AI. Learn more about our Data Security suite: https://www.fortra.com/solutions/data-protection Get the ungated guide: Secure AI Innovation > https://www.fortra.com/resources/guides/secure-ai-innovation Read the blog: Staying Compliant While Using AI: What CISOs Need to Know https://www.fortra.com/blog/staying-compliant-while-using-ai-what-cisos-need-know This segment is sponsored by Fortra. Visit https://securityweekly.com/fortra to learn more about them! In the leadership and communications segment, Lost in translation: Cybersecurity board reporting for CISOs, AI may finally unlock the cyber budgets CISOs have wanted for years, How People Actually Get to the C-Suite in S&P 500 Companies, and more! Show Notes: https://securityweekly.com/bsw-451
Colorectal cancer is now the #1 cancer killer in Americans under 50 — and roughly 60% of cases are diagnosed at stage III or IV. What if your toilet could spot the earliest sign years before symptoms?Robert Lufkin MD sits down with Scott Hickle, co-founder and CEO of Throne Science, to talk about the first AI-powered smart toilet — a hands-free, daily monitor that detects fecal occult blood, tracks gut microbiome shifts, measures hydration and prostate health via sonouroflowmetry, and uses AI to coach behavior change. We unpack why your waste is the richest health signal you currently ignore, the Warren Buffett car-sensor analogy for continuous health monitoring, the 46% hemorrhoid risk from phone use on the toilet, and Throne's 10-year vision to be the first alarm system for cancer.CHAPTERS00:00 — Introduction01:14 — Meet Scott Hickle: From Mechanical Engineer to Smart Toilet CEO03:00 — How a Call With His Mom Sparked the Throne Idea05:02 — Why Your Waste Is the Richest Health Signal You Ignore07:02 — How Modern Plumbing Made Stool Analysis Taboo10:02 — Fecal Occult Blood: The Earliest Sign of Colorectal Cancer13:02 — Why Colorectal Cancer Is Now the #1 Cancer Killer Under 5014:30 — The Warren Buffett Car Sensor Analogy for Continuous Health Monitoring16:03 — Throne vs Gut Microbiome Tests: A CGM for Your Gut18:03 — Stress Is the #1 Driver of Gut Health (And Other Self-Experiments)22:04 — The 46% Hemorrhoid Risk From Phone Use on the Toilet24:04 — How the Throne Hardware and AI Software Actually Work27:00 — Sonouroflowmetry: Measuring Prostate Health From the Sound of Your Pee29:05 — Privacy, Data Security, and Camera Placement31:05 — Medical Advisors, Clinical Studies, and FDA Pathway34:06 — The AI Gut Health Coach and Behavior Change37:06 — The 10-Year Vision: A First Alarm System for Cancer40:07 — Where to Pre-Order Throne (thronescience.com)KEY TAKEAWAYSColorectal cancer is the only top-five cancer whose mortality has risen every year since 2005 — and it's now the #1 cancer killer in Americans under 50.Polyps take 7–10 years to become tumors. Colorectal cancer is one of the few cancers we know how to cure before it becomes cancer — but only 3–6% of people return the at-home FIT test.Visible blood in stool requires 40,000–50,000 µg of hemoglobin per gram. The FIT test detects 10–20 µg/g — about 8,000× more sensitive than what your eye can see.A single bleed could be a hemorrhoid or food poisoning. A monotonic four-to-six-month rising trend is the pattern that signals colorectal cancer — and you can only see patterns with continuous monitoring.Stress is the #1 driver of gut health in Scott's own n=1 self-experiments — bigger than any food, supplement, or fiber intervention he's tried.Sitting on the toilet with a phone for more than 5 minutes is associated with a 46% increased risk of hemorrhoids (Inan et al., PLOS One 2025).STUDIES & SOURCES MENTIONEDAmerican Cancer Society / JAMA, January 2026 — Cancer mortality decline under 50 — https://pressroom.cancer.org/under-50-mortality-declinesInan et al., PLOS One 2025 — Smartphone use on the toilet and hemorrhoid risk — https://pubmed.ncbi.nlm.nih.gov/40901789/Scott Hickle, TEDxBoston — "The History and Power of Poop" — https://www.youtube.com/watch?v=v42gznW6cuADr. David Rubin, MD, University of Chicago (Throne medical advisor) — ⭐ Enjoying the show? Please leave a 5-star review on Apple Podcasts — it takes 30 seconds and helps more people discover the science of health and longevity. Thank you!New episodes every Tuesday & Thursday. Subscribe so you don't miss one.Continue this conversation on Substack: https://robertlufkinmd.substack.comLies I Taught In Medical School — Free sample chapter: https://www.robertlufkinmd.com/lies/Web: https://www.robertlufkinmd.comYouTube: https://www.youtube.com/robertlufkinmdX: https://x.com/robertlufkinmdInstagram: https://www.instagram.com/robertlufkinmd/TikTok: https://www.tiktok.com/@robertlufkinLinkedIn: https://www.linkedin.com/in/robertlufkinmd/
Security magazine takes a look at 7 data security stories from this month.
Our Data Security Policy Is Transparent in That It Doesn't Exist All links and images can be found on CISO Series This week's episode is hosted by David Spark, producer of CISO Series, and Mike Johnson, CISO, Rivian. Joining is Mike Melo, CISO, TMX Group. In this episode: The weight of old controls Data you can actually see 68 vendors and counting Authority you never had to claim A huge thanks to our sponsor, Vanta Still stuck on the quarterly audit treadmill? Meet Calm-pliance. Vanta combines compliance, risk, and proof on one Agentic Trust Platform—and continuously monitors your controls, keeping you audit-ready all year round. Find your Calm-pliance here.
Send us Fan MailYour firewall can be patched tomorrow, but what about the place your system hides its real secrets today? We start with a timely warning about a serious Fortinet FortiGate vulnerability and why perimeter devices are still a make-or-break control, then we pivot into the deeper layer most people ignore until it's too late: memory.We walk through CISSP Domain 3.4 by focusing on what memory protection is actually trying to achieve: confidentiality, integrity, and process isolation. From there, we unpack how modern operating systems enforce separation with paging, segmentation, and strict read, write, execute controls. You'll hear why Meltdown and Spectre were such a big deal, how speculative execution can leak passwords and encryption keys from privileged memory, and why patching decisions are never just “apply everything” but a risk-based vulnerability management call that depends on visibility into what you run.Next, we connect memory protection to virtualization security. We break down hypervisors, guest and host isolation, Type 1 versus Type 2 designs, and the threats that keep security teams up at night: VM escape, side-channel leakage through shared CPU resources, and the operational hazards of memory overcommitment. Then we bring in hardware roots of trust through TPMs: secure boot, measured boot, key storage for full disk encryption, TPM 2.0 types, and how HSM-style key management shows up in cloud environments. We close with practical best practices, from firmware and microcode updates to choosing encryption controls that fit your actual risk.If you're studying for the CISSP or building a real-world security strategy, subscribe, share this with a teammate, and leave a review so more security pros can find it.Gain exclusive access to 360 FREE CISSP Practice Questions at FreeCISSPQuestions.com and have them delivered directly to your inbox! Don't miss this valuable opportunity to strengthen your CISSP exam preparation and boost your chances of certification success. Join now and start your journey toward CISSP mastery today!
Send us Fan MailYour security program can be airtight and still get wrecked by someone else's breach. We open with a Wired-style reality check: third-party app ecosystems and data brokers collecting location analytics at massive scale, then getting hacked or resold in ways your users never expected. If your organisation issues mobile devices, this is where security awareness, MDM controls, and clear “don't allow tracking unless required” guidance stops being a nice-to-have and starts becoming risk reduction.From there, we dig into CISSP Domain 2.3: provisioning resources securely, with the mindset of a senior security professional. We walk through information ownership versus asset ownership, why “IT owns the data” is often the wrong answer, and how classification (public, internal, confidential and beyond) drives least privilege and need-to-know access. We also cover the practical friction points: owners who don't realise they're owners, systems spread across teams, and the need to document decisions so risk acceptance is explicit instead of accidental.We then connect the dots across asset management, configuration management systems, and modern cloud operations. Expect talk on lifecycle tracking, secure disposal, rogue devices and shadow IT, plus the unique headaches of virtual sprawl, snapshots, tagging, data residency, and the cloud shared responsibility model. If you're studying for the CISSP exam or trying to run a cleaner security programme at work, you'll leave with a clearer map of what to inventory, who to hold accountable, and which controls keep resources from drifting into chaos.Subscribe for weekly CISSP-focused training, share this with a teammate who manages cloud or endpoints, and leave a review with the hardest “ownership” problem you've seen in the wild.Gain exclusive access to 360 FREE CISSP Practice Questions at FreeCISSPQuestions.com and have them delivered directly to your inbox! Don't miss this valuable opportunity to strengthen your CISSP exam preparation and boost your chances of certification success. Join now and start your journey toward CISSP mastery today!
Omdia's Scott Sinclair discusses how Enterprise AI is driving infrastructure modernization, the critical role of Data Security, and the unprecedented...
Watch the full episode: https://youtu.be/2aPU-4PUXNk In this spotlight of episode 357, Charlie Malouf and Lee Vang talk about the importance of leveraging large language models to explore the massive trove of organizational data, delving into overlooked areas for new insights. They emphasize the critical need to maintain data integrity and discuss strategies for protecting sensitive information. This includes adopting a "fortress security mindset"—traditionally used in network or infrastructure security—and applying it to data management. The discussion also highlights challenges such as determining the appropriate level of data access, weighing whether to share a decade's worth of information or limiting access to just the current fiscal year to mitigate exposure risks. Visit https://www.storiesfromtheriver.com for more episodes. Broad River Retail brought this show to you. Visit https://BroadRiverRetail.com Follow us on LinkedIn: https://www.linkedin.com/company/broad-river-retail
I'm sitting down with Jonathan Ronzio, who scaled Trainual from an idea to $30M ARR—while building a company known for its culture and still finding time to climb mountains, run marathons, and live a full life outside of work. What stood out to me in this conversation is how intentional he's been about building systems—not just in the business, but in his life. We talk about why most founders document the wrong things early, how structure actually creates freedom, and how AI is completely reshaping how companies build, sell, and operate. We also get into how he thinks about balance versus alignment, what changes (and what doesn't) after raising capital, and why the most defining moments in business are usually the ones you never planned for. If you're trying to scale without becoming consumed by your business, there's a lot here worth paying attention to. Key Takeaways (00:00) Introduction (01:28) Summiting Aconcagua vs Closing a Series B (03:01) What Is Trainual and Why It Exists (03:52) The #1 Thing SaaS Founders Document Too Late (04:59) When to Create Company Core Values? (06:48) Why Structure Actually Creates Freedom (09:57) Which Processes Deserve SOPs? (11:43) How AI Transformed Trainual's Product Roadmap (15:16) Will AI Kill SaaS? His Honest Take (18:49) Figure Out How to Disrupt Your Business (20:38) Agentic AI and the New Outbound Playbook (22:34) The Exact AI Tech Stack His Team Uses (26:05) Data Security in the Age of AI (30:11) $400K in Credit Card Debt for FB Ads (32:27) Balance vs. Alignment (34:31) Why Daymond John Joined the Cap Table (38:05) Cultural Practices That Actually Work (39:48) Project Management & Communication Tools (43:36) How to Define Culture at Scale (46:30) Mountaineering Lessons That Made Him a Better Leader (53:08) Living an Adventurous Life (58:50) Obsessive Compulsive Creative Disorder (59:43) Advice for Founders Torn Between Focus and Exploration Watch on YouTube: https://youtu.be/q17qPXHSEC0 Let's Connect: Website | Instagram | YouTube | TikTok | Twitter | Facebook
In the Elixir Wizards season 15 premiere, host Charles Suggs is joined by Holden Oullette, Senior Security Software Engineer at Netflix and maintainer of Sobelow, to talk about how security is evolving in the Elixir ecosystem. We discuss how certain features of the Elixir programming language (like functional patterns and server-side rendering) provide natural immunity against some common vulnerabilities, and what that means as the language continues to grow. Holden shares how tools like Sobelow are adapting and how new technologies like LLMs and Elixir's type system may help to strengthen security practices. We cover supply chain risks, ecosystem-level responsibility and reputation management, and how initiatives like AEGIS are prepping the community for more widespread adoption. We wrap with practical tips for teams to be more security-minded throughout the software development lifecycle without slowing everything down. Key topics discussed in this episode: How Elixir's design influences secure-by-default development Security tradeoffs between server-side and client-heavy architecture Supply chain risks and what the ecosystem is doing to prepare Static analysis with tools like Sobelow and AST-based pattern matching Where LLMs fit into modern security workflows The role of Elixir's upcoming type system in improving tooling Securing CI/CD pipelines and production environments Balancing development speed with security requirements Dependency management and vulnerability monitoring The AEGIS Initiative and ecosystem-wide security efforts Links mentioned: Holden's GitHub https://github.com/houllette Elixir Programming Language https://elixir-lang.org/ Security-focused static analysis for the Phoenix Framework https://github.com/nccgroup/sobelow Code Security for Builders https://semgrep.dev/ Erlang Ecosystems Foundation https://erlef.org/ Phoenix Framework https://www.phoenixframework.org/ WebSockets https://hexdocs.pm/phoenix_live_view/Phoenix.LiveView.Socket.html https://developer.mozilla.org/en-US/docs/Web/API/WebSockets_API Open Worldwide Application Security Project https://owasp.org/ https://github.com/elixir-ecto/ecto Log4j Vulnerability https://www.ncsc.gov.uk/information/log4j-vulnerability-what-everyone-needs-to-know React2Shell Vulnerability https://www.finra.org/guidance/guidance/cybersecurity-advisory-react2shell The Heartbleed Bug https://www.heartbleed.com/ Elixir Type System https://hexdocs.pm/elixir/main/gradual-set-theoretic-types.html Holden Oullette “Securing the Future: A Roadmap to Making Elixir the Safest Language” ElixirConf 2024 https://youtu.be/gpvKxS6sY8Y Aegis Initiative: Supply Chain Security & Compliance Initiative https://security.erlef.org/aegis/ OIDC Tokens https://openid.net/ Anthropic's Claude Mythos & Cybersecurity https://red.anthropic.com/2026/mythos-preview/ Igniter Code Generation Framework https://github.com/ash-project/igniter https://smartlogic.io/podcast/elixir-wizards/s13-e01-igniter-code-generation-zach-daniel/ Secure-by-default open source software https://www.chainguard.dev/ https://www.docker.com/ https://github.com/dependabot https://docs.aws.amazon.com/apigatewayv2/latest/api-reference/apis-apiid-models.html https://nixos.org/ https://smartlogic.io/podcast/elixir-wizards/s14-e08-nix-for-elixir-apps/ https://fedoraproject.org/ https://kubernetes.io/ https://netflix.github.io/chaosmonkey/ https://netflixtechblog.com/all?topic=chaos-monkeySpecial Guest: Holden Oullette.
The race for AI dominance has created a dangerous imbalance between business velocity and cyber resilience. In this episode, host Caleb Tolin is joined by Joe Hladik, Head of Rubrik Zero Labs, and Staff Security Researcher Amit Malik to break down the findings of their latest report on agentic adoption. The discussion centers on the Agentic Paradox. This is the technical reality that tools designed to automate high-level tasks are inherently built to find the most efficient path around obstacles, including existing security policies. A primary focus is implementing a three-layer framework for AI Operations. This model targets the Tool Layer, where agents interact with databases; the Cognitive Layer, which serves as the LLM brain; and the critical Identity Layer. The conversation explores stories in which agents, without malicious intent, have caused catastrophic data loss simply by following an optimized logic path. These instances prove that agents need not be sentient to be destructive when they lack proper human-in-the-loop checkpoints. Technical hurdles of Identity Resilience are also addressed, specifically the explosion of non-human identities that spin up and down like elastic cloud infrastructure. The episode examines the fear index regarding job security, noting that 92% of leaders fear for their roles post-breach. Joe and Amit join Caleb to explore the evolution of personal liability for CISOs and the urgent need to move from basic visibility to deep observability. This is a forward-looking briefing for leaders who recognize that, in an era of autonomous routines, the human must remain the ultimate command-and-control center. What You'll Learn Define the agentic paradox to understand why AI efficiency naturally compromises traditional security guardrails. Implement a three-layer framework to secure the tool, cognitive, and identity components of AI. Transition from basic visibility to deep observability to track autonomous decision-making in real time. Mitigate prompt injection risks by auditing the input and output flows of the cognitive layer. Utilize ephemeral containers to sandbox agentic tools and prevent unauthorized database alterations. Manage the elasticity of non-human identities to maintain control over rapidly spinning AI agents. Anchor AI operations with human-in-the-loop checkpoints to ensure integrity during high-stakes executions. Episode Highlights Defining the Agentic Identity and Autonomous Routines Revenue vs. Resilience: The Drivers of AI Urgency The Three-Layer Framework for Agentic Defense Shadow AI and the Rise of Invisible Insider Threats The Context Gap: Why Rolling Back AI Actions is Hard The CISO Fear Index and Personal Liability Post-Breach Visibility vs. Observability in Elastic Identity Environments Learn more about your ad choices. Visit megaphone.fm/adchoices
Regal Renord [sic] Corporation Names Aamir Paul As New CEOIN: Louis Pinkham (24%) will also resign from the Board of Directors effective on his last day as CEO. ININ: Because of Chair Rakesh Sachdev (15%) OUTA powerful counterpoint to a new CEO's powerAxalta Coating Systems (27%)Herc Holdings (14%)Edgewell Personal Care (13%)OUT: “On October 29, 2025, the Company announced that Mr. Pinkham, our CEO, will separate from his role with the Company in connection with a CEO search process being led by the Company's Board. Mr. Pinkham's separation from his role as CEO is expected to occur by June 30, 2026.” OUTWhat took them so long?And what's wrong with their bench? ($8.775M golden hello)Brooke Lang: President, Power Efficiency Solutions (2022-)VP & GM of the Power Components DivisionEaton (2008-2016)Jerry Morton: President, Industrial Powertrain Solutions (2015-)served as President – Integration, Motion Control Solutions from 2021-2023, President of the Power Transmission Solutions from 2019-2021, Vice President, Business Leader of Power Transmission Solutions from 2017-2019, and led the global operations for Regal Rexnord's power transmission business from 2015-2017. Kevin Long: President, Automation and Motion Control (2025-)10 years at Dover Corporation, most recently as Group President of OPW, a global business serving the fluid handling, clean energy, cryogenics, and car wash markets.IN: Aamir spent years at Schneider Electric: essentially a AAA MSCI companyENVIRONMENT: Opportunities in Clean Tech 4.7 industry average/6.4 score (Regal is completely opposite here 4.7/3.0) INOUT: The Board is too entrenched: get rid of Rakesh Sachdev (15%, 18 years) Curtis Stoelting (21 years, 9%), Stephen Burt (15 years) and maybe this could work. OUTUFC CEO Dana White Says WHCD Shooting Was 'Awesome' and He 'Took In Every Minute' of the Incident IN: Dana White is Dana White. Works perfectly for TKO Holdings and Meta Platforms ININ: Because of Ari Emanuel (CEO/founder/Chair of TKO) and Zuck OUT (CEO/founder/Chair of Meta). Ari is the most powerful agent in Hollywood. Zuck is the king of social media addiction. They handle the “adult” business while Dana handles the “middle school” businessTKO Group Holdings: Ari Emanuel 67%Meta Platforms: Zuck 68%; Dana White 0%OUT: Dana White is Dana White. How are major sponsors like Disney going to feel about calling a shooting “awesome.”IN: Look at the Board: these are serious douches and they love this kind of behavior OUTAri Emanuel: known as being the a-hole of Hollywood.Silver Lake's Egon Durban: VC bro, Elon bud, Dell buddy, say no moreTKO COO Mark Shapiro: Hollywood man has served wherever there are bratty boys in charge: TKO, Endeavor (re: Elon, Ar, Egon), Dick Clark Productions, Papa John's, Six Flags, etc.TKO LD Steve Koonin is the CEO of the Atlanta Hawks and used to serve on the WWE and GameStop boards“The Rock”Former WWE CEO Nick KhanNepobaby Jonathan Kraft, NFLOUT: Look at the Board: these are serious douches and they love this kind of behavior. This is male toxic leadership that will eventually screw it all up. Ari Emanuel: known as being the a-hole of Hollywood.Silver Lake's Egon Durban: VC bro, Elon bud, Dell buddy, say no moreTKO COO Mark Shapiro: Hollywood man has served wherever there are bratty boys in charge: TKO, Endeavor (re: Elon, Ar, Egon), Dick Clark Productions, Papa John's, Six Flags, etc.TKO LD Steve Koonin is the CEO of the Atlanta Hawks and used to serve on the WWE and GameStop boards“The Rock”Former WWE CEO Nick KhanNepobaby Jonathan Kraft, NFL AIG names Andersen CEO as Zaffino moves to exec chairIN: You're getting a two-headed monster. Eric Andersen (ex-Aon President) handles the daily operations, while Peter Zaffino stays as Exec Chair to handle the high-level strategy OUTIN: Andersen spent years at Aon. OUTClimate Change Vulnerability 6.2/8.2 Human Capital Development 4.2/4.9 Privacy & Data Security 3.8/5.0OUT: AIG is already strong in the same places: OUTClimate Change Vulnerability 6.2/7.1 Human Capital Development 4.2/6.0Privacy & Data Security 3.8/4.9OUT: Peter Zaffino is a massive personality (32%). He's going to backseat-drive every decision Andersen makes, leading to a paralyzed C-suite. OUTLD John Rice 14%, Diana Murphy 11% (4 boards), Linda Mills 11%No tenure above 10 yearsOUT: Crappy succession planning. Why ignore the bench? Anderson's golden hello has not been disclosed yet but you know it's going to be bad. What about? INCharlie Fry: EVP, Reinsurance and Risk Capital OptimizationJon Hancock: EVP & CEO, General Insuranceleads AIG's three business segments: North America Commercial Insurance, International Commercial Insurance and Global Personal Insurance, and AIG's Claims organization and Chief Underwriting Office.Previously, led AIG's International Commercial Insurance and Global Personal Insurance businesses; former CEO of International General Insurance from June 2020 to December 2023; Director of Performance Management at Lloyd's of London from 2016 to 2020 with responsibilities including oversight of performance and risk management globally across the Lloyd's market.Pearson CEO Omar Abbosh is up for Autodesk board seat as director exitsIN: Omar Abbosh led Microsoft's Industry Solutions. Autodesk is desperate to become an AI software company: Omar is the guy who actually knows how to sell AI to enterprises. INOmar is “Hall of Famer”Autodesk already has 2 hall-of-famers: Ram Krishnan, Rami RahimStephen Milligan (who Omar is replacing) = ROTATIONOUT: Have a director named Jeffrey Epstein OUTIN: Chair Stacy Smith (12%; former CFO Intel) is cleaning up: replacing a hardware guy (Milligan) with a software/AI guy (Omar) OUTOUT: Despite what you might think, don't invest because they have a female board chair: Stacy is a dude. OUTIN: Omar is CEO at Pearson, dealing with the ethics of AI in education: Autodesk is rapidly integrating AI into urban planning and architecture to foster more sustainable, equitable, and efficient cities. All boards need AI dudes like Omar OUTOUT: Omar is the CEO of Pearson. Pearson is in the middle of its own massive AI transition. He doesn't have the bandwidth to be an effective director at Autodesk. He's just a big name OUTOUT: Losing Stephen Milligan (ex-Western Digital CEO) could be trouble: will Autodesk overdo its AI hand? Spend too much, fire too many people? OUTTrump's idea to ‘just buy' bankrupt Spirit Airlines draws GOP backlashIN: CEO Dave Davis (45%) rescued Sun Country. OUTTransportation 12%Law and Government 2%Economics & Accounting 3%Sales & Marketing 0.4%IN: Director (and ALL STAR) Robert Milton (6%). Former CEO/Chair of Air Canada; led the restructuring there; isn't at Spirit to watch it liquidate INOUT: CFO Fred Cromer is presiding over Spirit's second bankruptcy restructuring in under two years OUTOUT: John Bendoraitis has been the COO since 2017. He's been the architect of the operation during Spirit's entire decline—the engine issues, the labor disputes, and the service meltdowns OUTOUT: Trump thinks it's a good idea INSnap (SNAP) Appoints Doug Hott as New CFO.IN: Doug Hott is coming from Amazon. He understands addicted customers.INOUT: former CFO Derek Anderson also came from Amazon. OUTIN: Evan Spiegel (40%) and Robert Murphy (36%), despite owning all the decisionmaking, finally have someone willing to do the dirty work and make decisions (Mr. “16% layoff” Hott is a real man.) INOUT: Former CFO Derek Andersen is bailing right as the company announces layoffs and faces activist pressure from Irenic Capital. Maybe that's a sign? OUTOUT: Evan Spiegel (40%) and Robert Murphy (36%) needed Irenic Capital to realize they needed to fire CFO Derek Andersen OUTOUT: New CFO Doug Hott started by firing 16% of the workforce? He will be hated forever. Plus, why invest in another heartless finance bro treating human beings like line items to be deleted? OUT: Chair Michael Lynton (8%), the only adult with power on the board, was CEO/Chair of Sony Pictures (2004-2017), when the studio faced what is widely considered the most devastating corporate scandal in Hollywood history: the 2014 Sony Pictures Hack. Run. IN
In this episode of Cloud Wars Live, Bob Evans sits down with Tirthankar Lahiri, Senior Vice President for Mission-Critical Data and AI Engines. Lahiri explains how agentic AI is transforming enterprise applications from simple question-answer systems into action-driven platforms that can reason, remember, and securely execute tasks. He details Oracle's strategy around unified agent memory, private agent factories, deep data security, and open development standards, all designed to help customers build scalable, secure, and flexible AI systems without added cost. AI Built Securely The Big Themes: Agentic AI Becomes Action-Oriented: Tirthankar Lahiri explains that agentic AI represents the next major step beyond generative AI. While generative AI focused largely on answering questions and producing content, agentic AI is designed to take action. It allows businesses to build systems that can reason, decide, and execute tasks autonomously. Oracle sees this as the future of application development, where AI becomes embedded into workflows rather than functioning as a standalone tool. Oracle Builds AI Directly Into the Database: Rather than forcing customers to move data across multiple isolated systems, Oracle's approach is to bring AI directly to the data. Lahiri argues that data is the “ground truth” and moving it creates technical debt, silos, inefficiency, and security vulnerabilities. Oracle's converged database architecture supports multiple data types, including relational, graph, spatial, and vector, inside one unified environment. This eliminates the need for separate repositories and allows AI agents to access all relevant context without fragmentation. Deep Data Security Protects Against AI Risks: Lahiri strongly emphasizes that traditional application-layer security is no longer enough in the age of AI. Since AI can generate SQL and potentially bypass interface restrictions through prompt injection, businesses must secure data directly at the source. Oracle calls this “deep data security.” He uses the analogy of protecting valuables in a safe bolted to the floor rather than simply locking the front gate. Even if someone gets inside the house, the valuables remain protected. Similarly, Oracle enforces security policies at the database level, ensuring agents can only access data users are authorized to see. The Big Quote: "You need to secure data. Need to lock your valuables into the safe deep inside the house." More from Tirthankar Lahiri and Oracle: Connect with Lahiri on LinkedIn or learn more about Oracle AI Database. Visit Cloud Wars for more.
In this Legally Speaking Podcast episode, Joshua Lenon, Lawyer in Residence from Clio discusses the current state and future of AI in the legal profession, emphasising workflow integration, transparency, and the transformative potential of agentic AI for law firms.KeywordsAI in legal, legal technology, Clio, legal AI, workflow automation, agentic AI, legal innovation, legal practice management, legal insights, legal industry futureKey TopicsAI adoption in law firmsWorkflow integration and redesignAgentic AI and autonomous legal tasksTransparency and data security in legal AIFuture trends in legal technologyChapters00:00Introduction to AI in Legal Practice02:58The Gap in AI Adoption Among Law Firms06:04Rethinking Technology Integration in Law09:11The Importance of Context in Legal AI12:10Clio Work: Enhancing Legal Context and Efficiency14:57Agentic AI: Transforming Legal Tasks17:46Transparency and Data Security in AI20:56The Future of Legal Services with AI23:58AI's Role in Increasing Demand for Legal ServicesResources