Podcasts about Verification

The U.S. disrupts a Chinese hacking operation blamed for intrusions at several sensitive government agencies.  CISA says more than 100 water systems were targeted in July. Attackers exploit a critical Gitea flaw, while malicious pages masquerade as Cloudflare verification screens. Cyber insurance claims get costlier, and AI agents break out of their sandboxes. Boston Scientific battles a cyber incident. Plus, a new standard tracks AI agent activity, criminals target stolen iPhones, and an alleged money mule is charged in a $7.5 million scam. Our guest is Stephen Hilt,  Sr. Threat Researcher at TrendAI,  on the risks facing data centers.  Some breach data doesn't quite measure up. Remember to leave us a 5-star rating and review in your favorite podcast app. Miss an episode? Sign-up for our daily intelligence roundup, Daily Briefing, and you'll never miss a beat. And be sure to follow CyberWire Daily on LinkedIn. CyberWire Guest On today's Industry Voices, we are joined by Stephen Hilt,  Sr. Threat Researcher at TrendAI discussing the cybersecurity risks facing data centers and the thousands of internet-exposed industrial control systems that could leave them vulnerable to attack. And if you enjoyed this conversation, be sure to check out the full interview here.  If you'd like to hear more on this topic from TrendAI, you can check out this recent episode of the AI Security Brief podcast that focuses on data center security. Guest Mark Houpt, CISO at DataBank, joined hosts Johnny Hand and Dustin Childs to explain why securing the AI era starts with protecting the physical data centers that power it—and why proven security fundamentals still matter against rapidly evolving threats. AI Security Brief podcast publishes every other Thursday on the N2K CyberWire network. Subscribe today! Selected Reading China-sponsored hacking platforms seized by US, Justice Department says (Reuters)   CISA: Over 100 Internet-Exposed Water Systems Targeted in July Cyberattacks (SecurityWeek) Hackers now exploit critical Gitea flaw in code injection attacks (Bleeping Computer) Hackers abuse npm mirrors to host phishing redirect pages (Bleeping Computer) Average Cyber Insurance Losses Increase Despite Fewer Claims (Infosecurity Magazine) VMs won't contain cyber-capable agents (Trail of Bits) Boston Scientific hit by cyberattack, global operations affected (Reuters) Linux Foundation Introduces TRACE Standard for AI Runtime Evidence (Infosecurity Magazine) AnonyMousKIT PhaaS uses voice AI agents to phish iPhone passcodes (Bleeping Computer) Indian man who fled US arrested on charges he helped scammers siphon $7.5 million from the elderly (The Record) Trump signs memo to help drastically boost US commercial space launches (Reuters)  A Cautionary Tale About Data Breach Claims, Verification and Carhartt (Troy Hunt) Share your feedback. What do you think about CyberWire Daily? Please take a few minutes to share your thoughts with us by completing our brief listener survey. Thank you for helping us continue to improve our show. Want to hear your company in the show? N2K CyberWire helps you reach the industry's most influential leaders and operators, while building visibility, authority, and connectivity across the cybersecurity community. Learn more at sponsor.thecyberwire.com. The CyberWire is a production of N2K Networks, your source for strategic workforce intelligence. © N2K Networks, Inc.

Rushed methodology changes implemented mid-season by Nielsen have severely shaken the NFL's confidence in standard television ratings. NFL Chief Data Officer Paul Ballew explains how media fragmentation is forcing leagues and networks to demand radical transparency or switch to new transactional metrics. Key Highlights

Buying a Business? Do Your Due Diligence! Show Notes Page: https://www.thehowofbusiness.com/618-buyer-due-diligence/ Buyer due diligence is your primary protection when purchasing a small business, and on this episode Henry Lopez walks through a practical checklist to verify the financials, uncover hidden risks, and avoid overpaying for or buying the wrong business. Get your FREE DOWNLOAD: Buyer Due Diligence Checklist – from the show notes page for this episode. Buyer due diligence is the single most important protection you have when purchasing a small business. And skipping or rushing it is how buyers end up owning problems they never saw coming. Buying an existing business can be one of the fastest paths to successful ownership. You inherit customers, cash flow, systems, and employees, ideally in a proven, profitable model. But things are not always as they appear. A business that's always busy or generating strong revenue isn't necessarily healthy, and you may be inheriting problems that aren't obvious at first glance. Due diligence is how you find those issues before closing, not after. In this episode of The How of Business, Henry Lopez walks through his buyer due diligence checklist. This checklist includes the key areas you need to investigate, the mistakes that trip up first-time buyers, and how to make sure the business you're paying for is actually the business you think you're buying. Whether you're preparing to buy or getting ready to sell, this is the framework for looking under the covers with confidence. Henry frames the whole process around an old proverb: trust but verify. A good seller isn't lying to you, but it isn't their job to protect you either. They'll naturally highlight what's great and will likely remain quiet on what's broken. Verification is your job, along with your team of advisors: a business coach, a CPA, and an attorney working together. He explains why due diligence must be a written condition of your letter of intent or purchase agreement, giving you a defined period and the legal right to walk away. Never waive it, and never buy a business "as is" the way you might buy a used car. He also reframes the three possible outcomes of the due diligence period: 1) the deal is confirmed, 2) the price or terms get renegotiated, or 3) you walk away. He covers deal structure (why most small business deals are asset purchases and why that's safer for the buyer), and how to validate earnings using seller's discretionary earnings rather than revenue. Because you're not buying sales, you're buying verified profits and the assets that produce them. He shares the typical one-to-three multiple range and warns against buying an unprofitable or owner-dependent business, where you may simply be buying yourself a lower-paying job. Henry then explains the core investigation areas: legal (good standing, who actually has the right to sell, and the lease traps that can quietly kill a deal), financial (three to five years of statements, reconciling the real flow of cash, and treating unexplained errors as red flags), operational (systems ownership, owner and customer concentration, key-employee retention, and worker misclassification), plus market and risk factors like insurance, regulatory triggers, SBA loan conditions, and franchise approvals. His closing reminder says it best: "A no that you discover in due diligence is far cheaper than a yes you regret." Slow down, demand complete access, and the deal you clearly understand is the only deal worth doing. This episode is hosted by Henry Lopez. The How of Business podcast focuses on helping you start, run, grow and exit your small business. The How of Business is a top-rated podcast for small business owners and entrepreneurs. Find the best podcast, small business coaching, resources and trusted service partners for small business owners and entrepreneurs at our website https://TheHowOfBusiness.com

Patrick McKenzie (patio11) is joined by Manish Goregaokar, a senior software engineer and member of the Rust security response team, to discuss what LLMs do to the cost side of running a sophisticated con. They walk through a scam built for programmers: a plausible company, a few rounds of interviews, and an NDA signed via "sign in with email" that quietly hands an attacker the identity account everything else resets against. A version of it hit at least five people in the Rust community within days of Manish publishing on the subject, and Patrick describes being targeted himself by someone posing as a Bloomberg reporter who wanted him on a Zoom call with a codec problem. They also cover money mules and the three stages of laundering, the $25 million Hong Kong transfer authorized on a fully deepfaked video call, and why the only durable individual defense is refusing to trust any communication you did not initiate.–Full transcript available here: https://www.complexsystemspodcast.com/what-llms-do-to-the-economics-of-scams-with-manish-goregaokar/ –Presenting Sponsors: Mercury, MongoDB & GranolaComplex Systems is presented by Mercury—radically better banking for founders. Mercury's new feature Command brings an LLM directly into your banking interface, so checking balances, finding invoices, or sending a wire is as easy as asking. Apply online in minutes at https://mercury.com/. If meetings consistently leave you with hazy action items and lost context, Granola handles the transcription so you can actually participate and gives you searchable notes afterward. Try it free at granola.ai/complexsystems with code COMPLEXSYSTEMSWhat's the point of building faster with AI if your database can't keep up? MongoDB's native data model mirrors the language LLMs already speak. Ship at the speed of AI while staying ACID compliant at Fortune 500 scale. Start building at https://mongodb.com/ai.–Links:Manish Goregaokar's blog: https://manishearth.github.io/  Manish on X: https://x.com/ManishEarth–Timestamps:(00:00) Intro(00:27) The future of the con is already here(01:40) Scams are run like businesses(03:30) A scam aimed at programmers(05:12) Why single sign-on is the one ring to rule them all(06:50) Persistent threats against individuals(08:58) What LLMs change about cost(11:40) Manual scams and business email compromise(14:30) How money movement constrains scammers(17:39) The industry that helps you pay ransoms(19:32) Bespoke attacks on individual targets(21:41) The Rust community gets targeted(23:02) Supply chain attacks and long-lived impersonation(24:58) Money mules and the three stages of laundering(28:35) Why law enforcement struggles with internet crime(30:01) Sponsors: Mercury │ Granola(33:03) Patriotic hackers and the post-Soviet talent pool(35:27) What individuals can do(36:27) Only trust communication you initiate(38:21) Wire fraud in real estate closings(41:07) Why legitimate institutions look like scams(45:22) Who eats the loss(47:21) Sponsor: MongoDB(48:12) Why banks can't just block new payees(50:45) Verification protocols and family passwords(53:07) Urgency and secrecy(54:44) Systemic fixes and who pays(57:55) Open weights and the coming wave(01:02:17) Wrap

What to Do When Your Mortgage Loan Has Been Sold: A Guide to Verification and ProtectionImagine this: you open your mail to find a letter stating that your mortgage loan has been sold. Your heart might skip a beat. Is this for real? Is it a scam? In today's digital age, where financial fraud is unfortunately common, it's natural to feel a surge of anxiety and uncertainty. The immediate concern for many homeowners is verifying the legitimacy of such a notice. Before you do anything else, the most crucial step is to confirm that this change is authentic and not a deceptive attempt to get your personal information or money. Your first and most important action should be to call the servicer you have been making your payments to and verify that this is, in fact, what has happened. At DDA Mortgage, we understand these concerns and are here to guide you through the process, ensuring you protect your financial well-being and have peace of mind.Selling mortgage loans is a common practice in the financial industry, and it often happens without any negative impact on you as a borrower. Lenders and servicers frequently sell loans to manage their portfolios, free up capital, or specialize in certain types of mortgages. While this is a standard business procedure, it doesn't diminish the importance of your vigilance. Your mortgage is likely one of your largest financial commitments, and any change to it warrants your full attention and careful verification. We'll walk you through the essential steps to confirm your loan has been legitimately sold, how to avoid potential scams, and what to expect next, so you can navigate this transition with confidence.Receiving a letter about your mortgage loan being sold can be unsettling, but it doesn't have to be a cause for panic. The key to managing this situation effectively is prompt and accurate verification. Your primary goal is to confirm the authenticity of the sale directly with the company you currently pay your mortgage to. This step is not just about confirming the sale; it's about safeguarding your financial information and ensuring you don't fall victim to a scam.Why is this verification so crucial? Unfortunately, scammers are sophisticated and often mimic official communications to trick unsuspecting homeowners. A fraudulent letter might look incredibly convincing, using official-sounding language, logos, and even seemingly legitimate contact information. If you were to unknowingly send your mortgage payment to a scammer, you could face severe consequences, including late payment penalties, damage to your credit score, and the loss of your money, all while still owing your original servicer.tune in and learn https://www.ddamortgage.com/blogDidier Malagies NMLS #212566dda mortgage nmls#324329 Support the show

The American Democracy Minute Radio News Report & Podcast for Aug. 14, 2026District Court Block of Executive Order for USPS Citizenship Verification Now Nationwide; DOJ Asks SCOTUS to Quickly Overturn the RulingIn late June, a federal district court issued a temporary injunction preventing the U.S. Postal Service from implementing President Trump's plan to have the USPS verify citizenship for mail-in voters.  The injunction applied only to the 23 states which challenged Trump's order, but August 11th, that injunction was expanded nationwide.Some podcasting platforms strip out our links.  To read our resources and see the whole script of today's report, please go to our website at https://AmericanDemocracyMinute.orgToday's LinksArticles & Resources:The White House – ENSURING CITIZENSHIP VERIFICATION AND INTEGRITY IN FEDERAL ELECTIONSU.S. District Court for Massachusetts (via Court Listener) – Ruling in California v. TrumpUnited States Court of Appeals For the First Circuit – Order in California v. TrumpU.S. Supreme Court – APPLICATION FOR A STAY OF THE INJUNCTION ISSUED BY THE UNITED STATES DISTRICT COURT FOR THE DISTRICT OF MASSACHUSETTS AND REQUEST FOR ADMINISTRATIVE STAY U.S. Supreme Court - Supplemental brief by Trump Administration Asking for Quick Action Related ADM Reports:American Democracy Minute - Making Sense of Latest Conflicting Appeals Court Rulings on Trump's March Executive Order on Elections. Has Harm Been Done–Yet?American Democracy Minute - Federal Court Blocks Trump Administration from Implementing Key Parts of Executive Order on Elections as Unconstitutional OverreachGroups Taking Action:League of Women Voters, ACLURegister or Check Your Voter Registration:U.S. Election Assistance Commission – Register And Vote in Your StateFind all of our reports at AmericanDemocracyMinute.org#Democracy  #DemocracyNews #TrumpExecutiveOrder #USPS #USPostalService #MailInVoting #Proof ofCitizenship #VoterSuppression

Danny McMillan returns after his longest break in almost ten years, with Seller Sessions approaching its tenth anniversary and roughly 1,300 episodes. This is the pilot of a new monthly roundtable with Sim and Matt (Dorian returns next month), moving away from the conversion show format towards raw conversation. You'll hear how Sim's team runs product development end to end with AI: keyword-scored idea validation, brand director sign-off, Claude-generated product concepts rendered through Codex, and a launch pipeline already booked out to 2027. Matt shares how Productpinion prioritises features from customer feedback, and why prioritisation is the most undervalued skill in the AI era. The back half tackles the big theme: cognitive load. Danny breaks down verification fatigue, context switching and AI maxing, and why the scarce resource is no longer time but attention and decision quality. Key Topics AI-driven product development - from keyword scoring to Claude SVG concepts and Codex-generated product renders Team structure at scale - how ideas route through brand directors to sourcing across UK and Philippines teams Hiring in the AI era - why refusing to use AI is now a dealbreaker, and why gutting teams for AI is commercial suicide Free local AI tools - Fluid Voice (Whisper Flow alternative) and Meetily (Granola alternative) Cognitive load and verification fatigue - the hidden tax of moving from doer to overseer Timestamps 00:00 - Danny returns: ten years of Seller Sessions, new pilot format 01:50 - Sim's update: ditching ClickUp for a bespoke operating system 03:55 - Matt's update: closing the research loop in Productpinion, Florence CRO brain, MCP 05:39 - Sim's product pipeline: AI keyword scoring, brand director approval, deep research 07:07 - AI product development: Claude concepts, Codex renders, 3-in-1 product mashups 09:07 - Packaging designed for the main image, and how far you can push it 10:46 - Team workflow: brand directors owning P&L, sourcing handoffs 14:21 - Danny on gutting teams for AI: who maintains the machines? 15:56 - The hiring line: refuse to use AI, you haven't got a job 17:48 - Claude across every department: projects, Claude Code vs Cowork 20:10 - Free local tools: Fluid Voice for dictation, Meetily for meeting notes 21:57 - Marketplace arbitrage: moving proven products between Amazon marketplaces 23:21 - Matt on signal to noise: wasting tokens instead of wasting time 24:57 - Time blocking and prioritising features by customer impact 26:54 - Danny's segment: cognitive load, oversight duty and verification fatigue 31:46 - Asking the right question: the Claude Science deep-dive example 36:41 - AI maxing, context switching and high-stakes decision quality 42:07 - Claude telling you to go to sleep 45:16 - Danny's framework: reject the first plan, decision sprints, deliberate decompression 50:47 - Where to reach Sim and Matt Key Takeaways AI has made product development fun again - unique product concepts generated with Claude and Codex, feeding a pipeline mapped to 2027. Augment, don't replace - if someone was worth hiring, AI should multiply their output, not justify cutting them. Prioritisation is the undervalued AI skill - just because you can do everything doesn't mean you should. Verification fatigue is real - build in decision sprints and deliberate decompression, and reject Claude's first plan on sight. The scarce resource is attention, not time - your night schedule and recovery feed the next day's output. Notable Quotes "AI is enabling the boring to get released and the fun stuff to happen." - Sim "Instead of people wasting time, now they're just wasting tokens." - Matt "Prompts don't matter, but asking the right question unlocks everything." - Danny McMillan "AI doesn't just speed you up. It puts you on permanent oversight duty, and the cost of that duty is your attention and your judgment, not time." - Danny McMillan Resources Mentioned Fluid Voice - free, open source local dictation with on-device models; a Whisper Flow alternative Meetily - free, open source meeting summariser that runs privately on your machine; a Granola alternative Claude / Claude Code - the AI platform used across both Danny's and Sim's teams Codex - used alongside Claude to generate product concept images Productpinion - Matt's shopper testing platform, now with MCP support and draft polls Connect Sim - on LinkedIn (genuine reach-outs answered) Matt - on LinkedIn or via productpinion.com Seller Sessions is the leading podcast for advanced Amazon sellers, hosted by Danny McMillan. Dorian returns next month.

The integration of Apple Maps in Ford's future electric vehicle platform generates discussions of the auto industry picking and choosing technology. The MacVoices Live! panel also examines security risks involving Claude Cowork and exposed shared chats, OpenAI's dispute with Hugging Face, and the hazards of autonomous AI tools. If that wasn't enough, selfie-based account recovery puts a new spin on the facial recognition.The panel includes: Chuck Joiner, Web Bixby, Eric Bolden, Marty Jencius, David Ginsburg, Brian Flanigan-Arthurs, Jim Rea, Jeff Gamet, and Mark Fuccio.  This edition of MacVoices is brought to you by our Patreon supporters. Get access to the MacVoices Slack and MacVoices After Dark by joining in at Patreon.com/macvoices. Show Notes: Chapters: 00:00 Apple Maps integration in Ford's electric vehicle platform03:10 Ford, CarPlay, battery data, and vehicle navigation05:28 Claude Cowork escapes its Mac sandbox08:31 Building trust before granting AI access10:24 Claude shared chats appearing in search results13:07 What was actually exposed through shared links14:18 OpenAI, Hugging Face, and a $100 million compute demand17:07 Using Chinese open models to investigate AI systems20:13 Local models, Apple hardware, and infrastructure economics23:08 Sandboxing outside models and security concerns26:21 OpenAI's move-fast approach and emerging risks28:23 Protecting proprietary AI models from replication30:03 Google account recovery using a video selfie32:14 Privacy desensitization and facial-data concerns34:32 Facial authentication, passkeys, and spoofing risks37:32 Masks, twins, voice cloning, and account security39:18 TSA PreCheck, Clear, and biometric tradeoffs42:23 Facebook verification through video selfies44:16 Public photos, facial models, and loss of image control47:11 Deepfakes, generated portraits, and digital identity49:07 The uneven value people place on privacy50:38 Closing comments and panel contact information Links: Claude Cowork escaped sandbox on Mac, had full access to all files https://9to5mac.com/2026/07/27/claude-cowork-escaped-sandbox-on-mac-gain-full-access-to-all-files/   Your Claude Chats May Have Been Exposed on Google https://lifehacker.com/tech/your-claude-chats-may-have-been-exposed-on-google   Private Claude Chats Exposed in Google and Bing Search Results https://www.wired.com/story/private-claude-chats-exposed-in-google-and-bing-search-results/   Hugging Face wants $100mn of compute from OpenAIhttps://thenextweb.com/news/hugging-face-delangue-openai-100m-compute-traces-demand   Forgot your Google password? Now you can log in with a selfie https://arstechnica.com/gadgets/2026/07/google-now-lets-you-log-into-your-account-with-a-selfie/   Meta now has free verification for Facebook users, as long as they're willing to upload a video selfie https://www.fastcompany.com/91579402/facebook-free-verification-badge-meta-video-selfie-feature   Facebook Verified is here, so you can tell if your new friend is really an AI https://appleinsider.com/articles/26/07/24/facebook-verified-is-here-so-you-can-tell-if-your-new-friend-is-really-an-ai   Facebook announces face scanning to confirm you're a human - 9to5Mac https://9to5mac.com/2026/07/24/facebook-announces-face-scanning-to-confirm-youre-a-human/ Guests: Get detailed bios and contact information about for the panel on the MacVoices Live! Panel page on our web site:https://macvoices.com/macvoiceslive/macvoices-live-panel/ Support:      Become a MacVoices Patron on Patreon     http://patreon.com/macvoices      Enjoy this episode? Make a one-time donation with PayPal Connect:      Web:     http://macvoices.com      Twitter:     http://www.twitter.com/chuckjoiner     http://www.twitter.com/macvoices      Mastodon:     https://mastodon.cloud/@chuckjoiner      Facebook:     http://www.facebook.com/chuck.joiner      MacVoices Page on Facebook:     http://www.facebook.com/macvoices/      MacVoices Group on Facebook:     http://www.facebook.com/groups/macvoice      LinkedIn:     https://www.linkedin.com/in/chuckjoiner/      Instagram:     https://www.instagram.com/chuckjoiner/ Subscribe:      Audio in iTunes     Video in iTunes      Subscribe manually via iTunes or any podcatcher:      Audio: http://www.macvoices.com/rss/macvoicesrss      Video: http://www.macvoices.com/rss/macvoicesvideorss

The integration of Apple Maps in Ford's future electric vehicle platform generates discussions of the auto industry picking and choosing technology. The MacVoices Live! panel also examines security risks involving Claude Cowork and exposed shared chats, OpenAI's dispute with Hugging Face, and the hazards of autonomous AI tools. If that wasn't enough, selfie-based account recovery puts a new spin on the facial recognition. The panel includes: Chuck Joiner, Web Bixby, Eric Bolden, Marty Jencius, David Ginsburg, Brian Flanigan-Arthurs, Jim Rea, Jeff Gamet, and Mark Fuccio.  This edition of MacVoices is brought to you by our Patreon supporters. Get access to the MacVoices Slack and MacVoices After Dark by joining in at Patreon.com/macvoices. Show Notes: Chapters: 00:00 Apple Maps integration in Ford's electric vehicle platform 03:10 Ford, CarPlay, battery data, and vehicle navigation 05:28 Claude Cowork escapes its Mac sandbox 08:31 Building trust before granting AI access 10:24 Claude shared chats appearing in search results 13:07 What was actually exposed through shared links 14:18 OpenAI, Hugging Face, and a $100 million compute demand 17:07 Using Chinese open models to investigate AI systems 20:13 Local models, Apple hardware, and infrastructure economics 23:08 Sandboxing outside models and security concerns 26:21 OpenAI's move-fast approach and emerging risks 28:23 Protecting proprietary AI models from replication 30:03 Google account recovery using a video selfie 32:14 Privacy desensitization and facial-data concerns 34:32 Facial authentication, passkeys, and spoofing risks 37:32 Masks, twins, voice cloning, and account security 39:18 TSA PreCheck, Clear, and biometric tradeoffs 42:23 Facebook verification through video selfies 44:16 Public photos, facial models, and loss of image control 47:11 Deepfakes, generated portraits, and digital identity 49:07 The uneven value people place on privacy 50:38 Closing comments and panel contact information Links: Claude Cowork escaped sandbox on Mac, had full access to all files https://9to5mac.com/2026/07/27/claude-cowork-escaped-sandbox-on-mac-gain-full-access-to-all-files/   Your Claude Chats May Have Been Exposed on Google https://lifehacker.com/tech/your-claude-chats-may-have-been-exposed-on-google   Private Claude Chats Exposed in Google and Bing Search Results https://www.wired.com/story/private-claude-chats-exposed-in-google-and-bing-search-results/   Hugging Face wants $100mn of compute from OpenAI https://thenextweb.com/news/hugging-face-delangue-openai-100m-compute-traces-demand   Forgot your Google password? Now you can log in with a selfie https://arstechnica.com/gadgets/2026/07/google-now-lets-you-log-into-your-account-with-a-selfie/   Meta now has free verification for Facebook users, as long as they're willing to upload a video selfie https://www.fastcompany.com/91579402/facebook-free-verification-badge-meta-video-selfie-feature   Facebook Verified is here, so you can tell if your new friend is really an AI https://appleinsider.com/articles/26/07/24/facebook-verified-is-here-so-you-can-tell-if-your-new-friend-is-really-an-ai   Facebook announces face scanning to confirm you're a human - 9to5Mac https://9to5mac.com/2026/07/24/facebook-announces-face-scanning-to-confirm-youre-a-human/ Guests: Get detailed bios and contact information about for the panel on the MacVoices Live! Panel page on our web site: https://macvoices.com/macvoiceslive/macvoices-live-panel/ Support:      Become a MacVoices Patron on Patreon      http://patreon.com/macvoices      Enjoy this episode? Make a one-time donation with PayPal Connect:      Web:      http://macvoices.com      Twitter:      http://www.twitter.com/chuckjoiner      http://www.twitter.com/macvoices      Mastodon:      https://mastodon.cloud/@chuckjoiner      Facebook:      http://www.facebook.com/chuck.joiner      MacVoices Page on Facebook:      http://www.facebook.com/macvoices/      MacVoices Group on Facebook:      http://www.facebook.com/groups/macvoice      LinkedIn:      https://www.linkedin.com/in/chuckjoiner/      Instagram:      https://www.instagram.com/chuckjoiner/ Subscribe:      Audio in iTunes      Video in iTunes      Subscribe manually via iTunes or any podcatcher:      Audio: http://www.macvoices.com/rss/macvoicesrss      Video: http://www.macvoices.com/rss/macvoicesvideorss

Internet scams are evolving faster than ever, with artificial intelligence making phishing emails, fake phone calls, and fraudulent videos more convincing than traditional scams. Jon Penn and Venable Cybersecurity Services Managing Director, Avi Schwartz explain the most common online scams targeting consumers, investors, retirees, and businesses, along with practical steps you can take to protect yourself and your finances. We discuss AI-enhanced phishing attacks, deepfake voice and video scams, business email compromise, texting scams (smishing), elder fraud, and payment fraud involving gift cards and cryptocurrency. We also cover what to do if you've been scammed, how quickly you need to act to improve your chances of recovering stolen funds, and why authentication, passkeys, and independent verification are among your best defenses. Whether you're protecting your retirement savings, your business, or helping aging parents avoid fraud, this episode provides practical cybersecurity and financial safety strategies that can reduce your risk of becoming the next victim. 0:00 INTRO 0:20 - Internet Scams to be Aware of 3:53 - AI enhanced Phishing 7:00 - Deep Fake Voice & Video Scams 13:39 - Catch Them If You Can - How to get your money back 15:37 - Texting scams & smishing 18:21 - How Much Can You Lose? 19:29 - Who are the Targets? 22:34 - How Long Can it Take? 24:40 - Dealing with Elder Fraud 26:11 - How to Prevent or Reduce Chances of Falling Victim to Scams 30:09 - Strengthen Authentication - passkeys 34:10 - Verify Before You Act (avoid urgency) 36:26 - Avoid Engaging with Unknown Contacts - Ignore it 36:55 - Double check all Financial Transactions 38:47 - Watching for Payment Red Flags (Gift Cards & Cyber Currency) 41:58 - Authentication & Verification are Key Hosted by RIA Advisors Senior Investment Advisor, Jon Penn, CFP, w special guest, Venable Cybersecurity Services Managing Director, Ari Schwartz Produced by Brent Clanton, Executive Producer ------- Do you enjoy our content? Rate us on Google: https://bit.ly/4b9JtEo ------- Watch Today's Full Video on our YouTube Channel: https://youtube.com/live/Azt1_vs16bA ------- Articles mentioned in this report: "AI-Driven Fraud Scams Are Evolving Fast: What People Should Watch For and Can Do To Protect Themselves, Their Friends, and Family" https://www.centerforcybersecuritypolicy.org/insights-and-research/ai-driven-fraud-scams-are-evolving-fast-what-people-should-watch-for-and-can-do-to-protect-themselves-their-friends-and-family -------- Watch today's "Before the Bell" premarket commentary, "Markets Consolidate as Sector Rotation Strengthens," https://youtu.be/pG8vxTC6oco ------- Watch our previous show, "Do You Really Know Your Risk Tolerance?" https://youtube.com/live/m3KZ1fbws2k ------- Get more info & commentary: https://realinvestmentadvice.com/insights/real-investment-daily/ ------- * REGISTER for our next Dynamic Learning Series, "Savvy Social Security Planning: More Income, Less Worry," Thursday, August 6, 2026: https://streamyard.com/watch/tQ3PS8hd64mt --- Visit our Site: https://www.realinvestmentadvice.com Contact Us: 1-855-RIA-PLAN --- Subscribe to SimpleVisor : https://www.simplevisor.com/register-new --- Connect with us on social: https://twitter.com/RealInvAdvice https://twitter.com/LanceRoberts https://www.facebook.com/RealInvestmentAdvice/ https://www.linkedin.com/in/realinvestmentadvice/ #CyberSecurity #InternetScams #IdentityTheft #FinancialPlanning #PersonalFinance

In a landscape where convenience is a weapon used by scammers and corporate giants, your choice of wallet is the only thing standing between financial sovereignty and total loss. Most people treat their crypto like a savings account at a bank; they trust the “brand,” they trust the “user-friendly” interface, and they trust the influencers telling them everything is fine. That trust is a death trap… Over 8,000 Bitcoin (BTC) investors recently watched their life savings vanish because of a lack of entropy in the random number generator for Coldcard, a popular hardware wallet. In plain English: the “random” numbers used to secure their keys weren't random at all. They were predictable. And when the keys are predictable, the hackers don't even have to work; they just walk through the front door. That's all by design… When you choose a wallet that sacrifices entropy for ease of use, you aren't buying convenience. You're buying a ticket to become a victim. Watch on: Odysee | YouTube | X | Rumble | Bitchute | Vigilante.tv Real security is a science, not a feeling. If your software isn't open-source and verifiable, you aren't practicing security; you're practicing faith. And in this game, faith gets you liquidated. But let's look deeper. Why are we being pushed toward these fragile systems? Because there is a concerted effort toward the hijacking of Bitcoin. There are serious allegations that interests linked to Jeffrey Epstein funded a shift in the narrative, turning BTC from a disruptive technical tool into a “store of value” religion. They want you to HODL. They want you in a cult-like echo chamber where “Maxi” influencers tell you the system is perfect as it is. This “ossification” lobotomizes the technology. It strips away the reality that Bitcoin is actually a Turing complete supercomputer and a truth machine capable of on-chain AI and total transparency. If you're just following the herd, you're the product… Don't trust. Verify. Even “air-gapped” hardware is no guarantee if the randomness behind your keys is broken. Verification, not brand loyalty, is what keeps you sovereign. The sovereign toolkit requires assets that are private-by-default and hardware that never touches the internet. That is the only way of thriving in an on-chain world where surveillance is the default setting. The Great Divide is happening here, too. On one side, the indoctrinated victims. On the other, the intelligent human nodes who own their keys and their minds. Which side are you on? Follow me on X @VamosVigilante Want to be on the pulse of crypto? Access our exclusive portfolio, insider reports, full archive of monthly newsletters, real-time market updates, buy/sell alerts, and private community chat and get instant access to the latest issue of our monthly newsletter… Subscribe now! FREE “Crypto 101” Video Training – Watch Our Millionaire Crypto Analyst Reveal the Exact Crypto Wallet Setup He Wished He Had When Starting Out: https://CryptoVigilante.io/crypto101TCV Summit: “What Matters Most in Crypto” | https://dollarvigilante.spiffy.co/checkout/what-matters-most Replay videos available! The Crypto Vigilante (Follow on All Socials) The post Operational Security in a Hostile Era: Don’t Get Scammed appeared first on The Crypto Vigilante.

The integration of Apple Maps in Ford's future electric vehicle platform generates discussions of the auto industry picking and choosing technology. The MacVoices Live! panel also examines security risks involving Claude Cowork and exposed shared chats, OpenAI's dispute with Hugging Face, and the hazards of autonomous AI tools. If that wasn't enough, selfie-based account recovery puts a new spin on the facial recognition.  This edition of MacVoices is brought to you by our Patreon supporters. Get access to the MacVoices Slack and MacVoices After Dark by joining in at Patreon.com/macvoices. Show Notes: Chapters: 00:00 Apple Maps integration in Ford's electric vehicle platform 03:10 Ford, CarPlay, battery data, and vehicle navigation 05:28 Claude Cowork escapes its Mac sandbox 08:31 Building trust before granting AI access 10:24 Claude shared chats appearing in search results 13:07 What was actually exposed through shared links 14:18 OpenAI, Hugging Face, and a $100 million compute demand 17:07 Using Chinese open models to investigate AI systems 20:13 Local models, Apple hardware, and infrastructure economics 23:08 Sandboxing outside models and security concerns 26:21 OpenAI's move-fast approach and emerging risks 28:23 Protecting proprietary AI models from replication 30:03 Google account recovery using a video selfie 32:14 Privacy desensitization and facial-data concerns 34:32 Facial authentication, passkeys, and spoofing risks 37:32 Masks, twins, voice cloning, and account security 39:18 TSA PreCheck, Clear, and biometric tradeoffs 42:23 Facebook verification through video selfies 44:16 Public photos, facial models, and loss of image control 47:11 Deepfakes, generated portraits, and digital identity 49:07 The uneven value people place on privacy 50:38 Closing comments and panel contact information Links: Claude Cowork escaped sandbox on Mac, had full access to all files https://9to5mac.com/2026/07/27/claude-cowork-escaped-sandbox-on-mac-gain-full-access-to-all-files/   Your Claude Chats May Have Been Exposed on Google https://lifehacker.com/tech/your-claude-chats-may-have-been-exposed-on-google   Private Claude Chats Exposed in Google and Bing Search Results https://www.wired.com/story/private-claude-chats-exposed-in-google-and-bing-search-results/   Hugging Face wants $100mn of compute from OpenAI https://thenextweb.com/news/hugging-face-delangue-openai-100m-compute-traces-demand   Forgot your Google password? Now you can log in with a selfie https://arstechnica.com/gadgets/2026/07/google-now-lets-you-log-into-your-account-with-a-selfie/   Meta now has free verification for Facebook users, as long as they're willing to upload a video selfie https://www.fastcompany.com/91579402/facebook-free-verification-badge-meta-video-selfie-feature   Facebook Verified is here, so you can tell if your new friend is really an AI https://appleinsider.com/articles/26/07/24/facebook-verified-is-here-so-you-can-tell-if-your-new-friend-is-really-an-ai   Facebook announces face scanning to confirm you're a human - 9to5Mac https://9to5mac.com/2026/07/24/facebook-announces-face-scanning-to-confirm-youre-a-human/ Guests: Get detailed bios and contact information about for the panel on the MacVoices Live! Panel page on our web site: https://macvoices.com/macvoiceslive/macvoices-live-panel/ Support: Become a MacVoices Patron on Patreon      http://patreon.com/macvoices      Enjoy this episode? Make a one-time donation with PayPal Connect: Web:      http://macvoices.com Twitter: http://www.twitter.com/chuckjoiner      http://www.twitter.com/macvoices Mastodon:      https://mastodon.cloud/@chuckjoiner Facebook:      http://www.facebook.com/chuck.joiner MacVoices Page on Facebook:      http://www.facebook.com/macvoices/ MacVoices Group on Facebook:      http://www.facebook.com/groups/macvoice LinkedIn:      https://www.linkedin.com/in/chuckjoiner/ Instagram:      https://www.instagram.com/chuckjoiner/ Subscribe:      Audio in iTunes      Video in iTunes      Subscribe manually via iTunes or any podcatcher: Audio: http://www.macvoices.com/rss/macvoicesrss      Video: http://www.macvoices.com/rss/macvoicesvideorss

HB-5511, which will require Age data collection on all Operating Systems (including Linux, FreeBSD, and others), was signed by Governor Pritzker.More from The Lunduke Journal:https://lunduke.com/ This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit lunduke.substack.com/subscribe

Global Protection Corp., the company behind ONE® Condoms, never expected a routine shipment to become a $1.7 million cargo theft. The company wasn't hacked, yet it still became the victim of a sophisticated cyber-enabled scheme that forever changed how it approaches supply chain security. In this episode of Fraud Watch, Ryan Findling and Milla Impola share their story, the lessons they learned, and why they believe verification over speed is one of the strongest defenses against modern cargo theft. Questions for the Global Protection team? Contact them at info@globalprotection.com Learn more about your ad choices. Visit megaphone.fm/adchoices

Send us Fan MailIn this week's episode we discussed Europe's growing push to limit children's access to social media and the internet. From age verification laws to proposed platform restrictions, we examine what's driving these policies, whether they can actually protect young people, and what they could mean for privacy, free expression, and the future of growing up online. As governments tighten digital safeguards, we ask a bigger question: where should the line be between protecting kids and preserving an open internet?Our Links:Retrospect

Notes: Ms. Ayerza studied criminology, forensic behavioural sciences and psychology. Her early research examined eyewitness memory and the re-entry of exonerees before she became interested in cybercrime and cyberstalking. She was drawn to cybercrime because it is not limited to hacking, malware and phishing. Technology is part of everyday life through social media, email, dating apps and other commonly used services. Dating apps allow users to create profiles, specify the people and relationships in which they are interested and indicate interest in other users. When two users express an interest in one another, they can normally begin communicating through the app. Some dating apps are intended for broad audiences, while others serve particular lifestyles, interests or sexual orientations. Profiles are often presented as individual photographs or grids of photographs from which users make selections. Ms. Ayerza explains that dating apps are designed to make dating convenient and can feel like games. The superficial and rapid nature of matching can encourage users to make decisions based primarily on photographs. Harassment can arise when users send repeated messages in an effort to gain someone's attention. Some people may not recognize these repeated or unwanted communications as harassment. Users may also deliberately match with someone because they disagree with something in that person's profile and want an opportunity to criticize or harass them. Ms. Ayerza conducted an online survey of adult dating app users living in the United States. The study examined the information people included in their profiles, the photographs they shared and characteristics of the applications they used. The study considered whether users disclosed their relationship preferences, sexual orientation, workplace or occupation. It also examined whether they used their full name or an alternative name and whether their photographs included friends or family. Verification on dating apps can be a relatively superficial process in which a live photograph is compared with the photographs on a profile. Premium features may also allow users to change the location in which their profiles appear. Users often adopt their own protective measures, such as using pseudonyms or withholding photographs of their faces. However, designing effective technical safeguards is difficult because repeated messages can be part of both ordinary conversations and harassment. Most dating app users do not experience harassment, but Ms. Ayerza says that around a quarter of the users in the study experienced these forms of harm. The study did not compare victimisation across individual dating apps. Ms. Ayerza suggests that larger platforms may have more resources and face greater public pressure to introduce safeguards, while smaller platforms may have fewer resources. Sharing relationship or sexual orientation preferences was not found to increase risk. Ms. Ayerza suggests that these preferences help platforms present users with people who have similar interests without necessarily revealing where someone can be found. Including information about where a person works or studies increased risk. Photographs featuring friends or family also had an influence because they can reveal social connections and additional information about the user. Uploading photographs of one's face was not found to increase risk, possibly because facial photographs are a normal and often required part of using dating apps. Matching with someone under the age of 18 increased risk. Ms. Ayerza connects this finding to the limited measures used by dating apps to confirm that users are old enough to participate. One of the most surprising findings was that using a pseudonym or nickname increased risk. Ms. Ayerza discusses the possibility that an alternative name creates a false sense of security and encourages people to disclose more information. Ms. Ayerza advises users to think carefully about what they disclose. Preferences may be appropriate to share, while details about occupations, workplaces, friends and family may be better withheld until someone is known more closely. She emphasizes that responsibility should not be placed entirely on victims. People should understand that harassment is unacceptable and platform operators should do more to prevent and respond to harmful behaviour. Possible platform interventions include better reporting mechanisms and educational or training modules that users complete before creating a profile. Schools could help prepare young people to communicate appropriately on dating apps once they are old enough to use them. Ms. Ayerza also argues that governments should treat conduct on dating apps more seriously because every profile represents a real person. Future researchers need measures that reflect the activities people actually perform on dating apps. Greater consistency would also make it easier to compare findings across studies. Ms. Ayerza plans to examine offending as well as victimisation. Her future research will consider unwanted sexual messages, sexual violence and the experience of multiple forms of harm on dating apps. About our guest: Jennifer M. Ayerza, M.A. https://cls.gmu.edu/people/jayerza https://cebcp.org/team/jennifer-ayerza/ https://www.linkedin.com/in/jennifer-ayerza-38353a233 Papers or resources mentioned in this episode: Ayerza, J. M., Lee, J. R., O'Malley, R. L., & Lee, C. S. (2026). Cyberstalking and online dating: Examining cyberstalking victimization among dating app users. Asian Journal of Criminology, 21, Article 5. https://doi.org/10.1007/s11417-025-09480-2  

My podcast guest this week is Dr. Maha Achour, CEO and Founder of Kodamai. Maha and I chat about the shifting landscape of AI and how we can move beyond cloud and centralized data centers to a more distributed, agentic future. We discuss why governance must 'travel' with AI agents, what it means for trust to be architectural rather than procedural, and how Kodamai's 'math-first' approach is helping engineers build verified, auditable AI systems that can thrive in the real world.

John Vecchi is the CMO at Mitiga. In this episode of Mitiga Mic, he joins host Brian Contos to discuss Anthropic's cyber verification program and the end of the patch window. This series is brought to you by Mitiga, the leader in Agentic Runtime Security for cloud, SaaS, and AI, delivering Zero-Impact Breach Prevention. To learn more about our sponsor, visit https://www.mitiga.ai.

 In the eighth episode of the Supply Chain Careers Podcast Catalyst Series, the second installment of our  Beyond the Resume episode, Rodney Apple and Chris Gaffney explore why professional references have become one of the most overlooked competitive advantages in today's hiring market. As AI continues to produce polished resumes and help candidates prepare for interviews, employers increasingly need independent validation of a candidate's experience, leadership, and accomplishments. This conversation examines how both job seekers and hiring managers can transform the reference process from a routine hiring step into a meaningful source of insight that improves hiring decisions and career outcomes. Need help hiring top talent? Engage SCM Talent Group, a supply chain recruiting & executive search firm that specializes in your hiring needs:Continuous ImprovementEngineeringInventory PlanningLogistics & TransportationManufacturingOperationsRoboticsSales & Business DevelopmentS&OPStrategic Sourcing & ProcurementSupply Chain ManagementTechnology & AutomationWarehousing

We go around the mortgage industry, in slightly more than 60 seconds, to begin today's episode. Plus, Robbie interviews Experian's Jamie Norris on expanding data verification options and automation while enhancing efficiency, flexibility, and decision-making across the mortgage process. And we close with the latest expectations for what will happen at the conclusion of today's Federal Open Market Committee meeting.Sponsored by Experian Verify, which provides mortgage lenders with automated income, employment, identity, and asset verification solutions that help accelerate underwriting while reducing fraud risk and manual documentation.The Chrisman Commentary is your go-to daily mortgage news podcast, where industry insights meet expert analysis. Hosted by Robbie Chrisman, this podcast delivers the latest updates on mortgage rates, capital markets, and the forces shaping the housing finance landscape. Whether you're a seasoned professional or just looking to stay informed, you'll get clear, concise breakdowns of market trends and economic shifts that impact the mortgage world.

Today for "Rails Report #4":-- When people talk about AI agents, they usually focus on what the agent can do. Can it plan? Can it execute? Can it make decisions? Can it complete a task end to end?But once agents start interacting with real-world systems, another question becomes just as important: how do we know what, or who, we are trusting? That is where modular verification matters.ERC- 8004, in simple terms, points toward a more structured way for agents and systems to prove things about themselves. Instead of relying on vague assumptions or one-off integrations, the idea is to create a modular layer where identity, capabilities, permissions, and verification can be checked more cleanly. Why does that matter?Because agents are only useful if they can operate in environments where other systems are willing to trust them enough to let them act. If an agent is going to move value, access services, trigger workflows, or interact with financial rails, then the system around it needs some way to verify that it is legitimate, authorized, and behaving within bounds.Today, that kind of trust is often handled manually, or through fragmented point solutions. One platform does one check. Another platform does another. A third layer tries to enforce policy. It works, but it is brittle. Modular agentic verification is interesting because it suggests a more composable future. Instead of forcing every application to reinvent trust from scratch, you can build a shared framework where different components handle different parts of the verification problem.That could mean proving an agent's identity. It could mean checking what permissions it has. It could mean validating that it is allowed to perform a specific action. And it could mean making those checks interoperable across systems.The big picture is simple: as agents become more capable, verification becomes more important. Without verification, agents are just software that can act. With verification, they become software that can act inside systems that care about trust, compliance, and accountability.So when we talk about ERC-8004 and modular agentic verification, we are really talking about the plumbing that makes autonomous systems usable in the real world. Not just smarter agents, but trustworthy ones.And once that layer exists, a lot of what comes next in finance, infrastructure, and automated workflows becomes much easier to imagine.-- The podcasts are authored, edited and produced by Raph Grieco (⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠raphael-grieco.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ | ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠olivecapital.vc⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠).

This podcast is powered by Klean Freaks University.com — where real cleaners build real empires. From mop buckets to million-dollar systems, we teach you how to clean smarter, lead stronger, and scale faster. Support the showThanks for tuning in to Cleaning Business Life — the podcast for cleaning business owners who want to build a profitable, sustainable company without burning out.Hosted by Shannon Miller and Jamie Runco, each episode pulls back the curtain on what it really takes to start, grow, and scale a cleaning business — covering pricing, systems, leadership, boundaries, and the real conversations most people avoid.

Information about the AAP program: https://www.aap.org/en/patient-care/neonatal-care/nicu-verification-program/https://publications.aap.org/pediatrics/article/151/6/e2023061957/191305/Standards-for-Levels-of-Neonatal-Care-II-III-and?autologincheck=redirectedKey TakeawaysThe NICU verification survey is designed as a collaborative partnership, not a punitive inspection, with the explicit goal of helping facilities identify and implement opportunities for improvement in neonatal care.The AAP standards for levels of care provide a common language and consistent evaluation framework across all facilities—rural and urban—ensuring unbiased assessment based on uniform criteria.The three-year cyclical process with rotating surveyor teams ensures continuous quality improvement while preventing bias, allowing facilities to demonstrate progress on previously identified areas for improvement.Direct engagement with the entire care team—from leadership to frontline staff and ancillary services—provides valuable insights into resource needs, workflow processes, and opportunities to elevate the quality of care provided to neonates and families.Quotable Moments"Our goal is to help facilities identify opportunities for improvement because we know facilities are doing great things and the best of their abilities to provide the best care.""The survey is your time to shine. I find that there's sometimes a misconception that the survey is really focused on finding deficiencies, and that is not our goal.""Through the AAP standards for the levels of care, it really defines the common language that we're all using. So that way, when we come into a facility, and like Nicole said, it could be a rural setting or an urban setting, we're still using the same language and standards to evaluate those facilities.""It's not like, oh, so-and-so is coming back again. They already said this about us, but it's a totally different team of experts that are coming in and truly giving an unbiased evaluation."Show Notes by Barevalue.No content or comments made in any TIPQC Healthy Mom Healthy Baby Podcast is intended to be comprehensive or medical advice. Neither healthcare providers nor patients should rely on TIPQC's Podcasts in determining the best practices for any particular patient. Additionally, standards and practices in medicine change as new information and data become available and the individual medical professional should consult a variety of sources in making clinical decisions for individual patients. TIPQC undertakes no duty to update or revise any particular Podcast. It is the responsibility of the treating physician or health care professional, relying on independent experience and knowledge of the patient, to determine appropriate treatment.

This episode outlines how AI can be utilized within a short-term rental (STR) business, based on insights from Kenny Bedwell.Core Philosophy on AIAI as a Tool: AI is an evolving tool that requires a competent human driver to function effectively.Address Bottlenecks: Rather than building "cool" tech for the sake of it, use AI to solve specific business problems, bottlenecks, or time-consuming manual tasks.Verification is Mandatory: AI is not yet perfect; always verify information, especially when conducting research on regulations or critical business decisions.Practical ApplicationsImage Enhancement: Use AI to edit listing photos—such as adding twilight effects, enhancing night skies, or updating TV screens—to make them more attractive without being deceptive.Guest Communication: AI can assist in drafting responses to guest inquiries or refund requests, and advanced integrations can automate responses based on specific guidelines, such as property guidebooks.Research and Analysis:Regulatory Research: AI provides direct answers to local regulation questions faster than standard search engines.Financial Decisions: AI can process complex data, such as comparing cleaning company quotes or calculating linen rental versus laundry service costs, to help make informed financial choices.Design and Planning: Use AI to generate visual renderings for landscaping or signage, helping to clarify design concepts and communicate ideas to contractors without needing professional design services for every small detail.Implementation AdviceStart Simple: If you are unsure how to use AI, simply ask it how it can help you with your specific problems.Stay Informed: The industry is professionalizing, and AI will likely become ubiquitous in business operations within the next five years; learning it now is a necessary investment.

AI is no longer just a race to train smarter models. As AI moves into production, the bottleneck is increasingly inference: how fast models can generate tokens, use tools, reason, verify, and act. In this episode of the MAD Podcast, Matt Turck sits down with Andrew Feldman, co-founder and CEO of Cerebras, to explain why fast inference may define the next era of AI.Cerebras is known for building a chip the size of a silicon wafer. But this conversation is not just about one company or one chip. It is a deep dive into the AI infrastructure stack: GPUs, ASICs, memory, HBM, SRAM, data centers, power, TSMC, AWS, OpenAI, agents, reasoning models, and why speed changes what AI products can become. Andrew explains why “tokens per second per user” matters, why generating a single word can require moving the equivalent of 100 HD movies through memory, why agents amplify latency, why GPUs struggle with certain inference workloads, and why fast AI may eventually reshape SaaS itself.This is a reference conversation on fast inference, AI chips, and the next compute bottleneck.(00:00) Cold open & Intro(01:31) Why speed became the AI bottleneck(02:32) Tokens per second per user, explained(03:16) AI's broadband moment and the Netflix analogy(04:35) The AI chip landscape: GPUs, TPUs, Trainium, ASICs(06:36) What is an ASIC?(08:08) Nvidia, Groq, and the fast inference war(09:16) OpenAI, Broadcom, and specialized silicon(12:10) China, power, and sovereign AI infrastructure(15:05) Is the AI infrastructure boom a bubble?(18:56) The hidden bottlenecks: HBM, CoWoS, and 3nm(22:57) Why agents are creating CPU demand(25:36) Andrew Feldman's path from SeaMicro to Cerebras(26:13) Why Cerebras bet on AI in 2016(31:14) SRAM vs. HBM: why inference is a memory problem(33:19) What wafer-scale computing actually means(34:28) The deep-tech “Everest” problem(36:07) The moment the first Cerebras system worked(36:49) Ringing the bell and surviving deep tech(39:08) How a giant chip handles failure(41:22) Why GPUs struggle with decode(42:17) Prefill vs. decode explained(44:01) The “100 HD movies” problem in AI inference(45:04) How fast inference changes RL and training(48:08) Reasoning models and why they cost more compute(50:08) Verification, guardrails, and small models checking big models(52:37) Multimodal AI and the path to video(53:51) Cerebras' business model: hardware, cloud, and API(55:14) OpenAI's 750MW inference deal(55:36) Why data centers are measured in megawatts(58:01) AWS Trainium + Cerebras decode(59:29) Fast tokens as a cloud product(01:00:52) Is CUDA still a moat?(01:03:53) How TSMC helped Cerebras build the giant chip(01:07:41) Why nobody cared in 2020(01:08:15) Why chip supply chains are hard to diversify(01:09:54) Why today's AI models will be the worst you ever use(01:10:38) What fast AI could do to SaaS

Minister of the Interior, Mohammed Muntaka, says Ghana will phase out the use of photocopied and scanned identification documents for identity verification, with organizations required to adopt biometric verification systems or risk sanctions

Ep 292 Peacewarts Resonant Charms 101 - Rumor Immunology (Class 9) In class 9, we explore Rumor Immunology and the lumos charm. Using the 2017 Mosque Fire and the 2014 Ebola response as case studies, we discuss how to separate image heat from factual context. We cover the dangers of accidental amplification and provide tactical tools like the One-Step Rule, reverse image searching, and identifying language tripwires. Homework: Look up the 2017 Mosque Fire case or Finland's Media Literacy curriculum and find one "social speed bump" they suggest. Write down one question about any of this episode's topics. If you don't have a question, write 'no question.' Optional: Journal about the difference between private verification and public debunking. Books: If you'd like to read more on this subject, some book suggestions are Made to Stick: Why Some Ideas Survive and Others Die by Chip Heath and Dan Heath, which explores the exact anatomy of urban legends and rumors while providing the sticky psychology needed to build cultural immunity against misinformation, and The Constitution of Knowledge: A Defense of Truth by Jonathan Rauch, an academic powerhouse on how modern societies build robust, shared informational networks to verify facts and defend our collective understanding against panic. Learning Topics: Rumor Immunology; The Lumos Charm; The 2017 Mosque Fire Precedent; Verification vs. Amplification; The One-Step Rule; Reverse Image Searching; Language Tripwires. Join the Community / Get the Books:AvisKalfsbeek.com Podcast Music: Javier Peke Rodriguez “I am late, madame Curie”https://javierpekerodriguez.bandcamp.com/

SE Asia's scam compounds have grown into billion-dollar criminal empires. Nathan Paul Southern and Lindsay Kennedy bring us in from Out of the Loop here!Welcome to what we're calling our “Out of the Loop” episodes, where we dig a little deeper into fascinating current events that may only register as a blip on the media's news cycle and have conversations with the people who find themselves immersed in them. Investigative journalists Nathan Paul Southern and Lindsey Kennedy are here to help us understand what Southeast Asia's scam compounds are, how they've built criminal empires worth billions on the backs of trafficked humans, and how we can fight back against them.Full show notes and resources can be found here: jordanharbinger.com/1360On This Episode of Out of the Loop:What are scam compounds? What started as online boiler rooms has mutated into multinational criminal empires — CEOs, crypto treasuries, diplomatic cover, billions laundered. As Jordan quipped, it's LinkedIn with torture rooms — and now fighter jets are literally bombing the compounds.Underneath it all is human trafficking. Victims are lured by fake job ads, stripped of their passports, and forced to scam. When crackdowns hit, bosses flee and hundreds of thousands get dumped onto the streets — stranded, broke, and ripe to be trafficked again.The crackdowns look like justice but function like a heist. States get "captured" willingly, seize billions in assets, and keep the cash — while victims see none of it. Bosses vanish to China, the same ruling families cash in, and compounds get rebranded as prisons.Forget the idea that only "your granny" falls for this. These scams now run on bought data, AI deepfakes, and scripts impersonating police, tax offices, and airlines. They know your debt, your address, your fears — and can rattle anyone, at any income or education level.Your best defense is a pause and a callback. When a "detective," "tax officer," or "airline" pressures you, hang up and dial the real number yourself — and tell someone before sending a cent. Verification is free, and refusing to comply has real power.Hundreds of thousands of people have been trafficked into Cambodia in recent years and forced to work in the country's multi-billion-dollar cyber-scam industry. This fundraiser exists to support these survivors and help get them home safely! Please help if you can!And much more!Connect with Jordan on Twitter, on Instagram, and on YouTube. If you have something you'd like us to tackle here on an Out of the Loop episode, drop Jordan a line at jordan@jordanharbinger.com and let him know!And if you're still game to support us, please leave a review here — even one sentence helps! Sign up for Six-Minute Networking — our free networking and relationship development mini course — at jordanharbinger.com/course!Subscribe to our once-a-week Wee Bit Wiser newsletter today and start filling your Wednesdays with wisdom!Do you even Reddit, bro? Join us at r/JordanHarbinger!This Episode Is Brought To You By Our Fine Sponsors: Ground News: 40% off unlimited access Vantage subscription: groundnews.com/jordanK12:  Learn more at k12.com/jordanBetterHelp: 10% off first month: betterhelp.com/jordanWayfair: Start renovating: wayfair.comSee Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Who would have thought that a tiny HTML file could lead to a diagnostic based on server logs?This week I share the latest fruit from the on-going site recovery that will soon be a case study on how to recover from a Helpful Content "site demise".If Google is verifing your domain once a month on the same day - without a doubt you are in topical trouble.I have more professional ways to describe it - at the end I give you the 4 takeaways from this information.Get used to looking at your logs!Mentioned in the show:VizzEx - ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://vizzex.ai/vizzex-pro/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠This week a little more about the newest VizzEx tool - Symmetry Gate™ Check Tool. You can find it at:⁠⁠⁠⁠⁠⁠⁠https://symmetrygate.ai⁠⁠⁠⁠⁠⁠⁠Last week's episode: https://podcasts.apple.com/us/podcast/symmetry-before-semantics-why-seo-meaning-without-proof/id1547082306?i=1000776753514Get on the waiting list for the next cohort of the AI Visibility Mastery 12-month course. We are committed to the success of our members.⁠⁠⁠⁠⁠https://vizzex.ai/ai-visibility-mastery/⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Wordpress registration⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ HubSpot registration⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Symmetry Gate⁠⁠⁠⁠⁠⁠ - check the "cost" of your content for AI models to extract informationSubscribe to Confessions of an SEO™ wherever you get your podcasts. Your subscribing and download sends the message that you appreciate what is being shared and helping others find Confessions of an SEO™An easy place to leave a review ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://www.podchaser.com/podcasts/confessions-of-an-seo-1973881⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠You can find me on⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠Carolyn Holzman⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ - Linkedin⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠American Way Media⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Google Directly⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠AmericanWayMedia.com⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠ Consulting AgencyNeed Help With an Issue? - reach out Text me here - 512-222-3132Music from Uppbeathttps://uppbeat.io/t/doug-organ/fugue-stateLicense code: HESHAZ4ZOAUMWTUA

Have you landed a sync placement through a TAXI listing or a connection you made at the TAXI Road Rally? This week's TAXI TV is all about celebrating member success stories, and one eligible member could win (up to) $400 USD of their Road Rally airfare reimbursed during the live broadcast. If your placement came directly from: • A TAXI listing that led to signing with a music library and ultimately a TV, film, or commercial placement, or • A face-to-face meeting at the TAXI Road Rally that led to signing with a music library and eventually a placement, you may be eligible to participate. During the livestream, eligible members can submit five qualifying placements in the live chat. At the end of the show, one placement will be randomly selected for airfare reimbursement (up to $400 USD). We'll also be celebrating the incredible success of TAXI members whose music has been placed in television, films, and commercials around the world. Whether you're already licensing music or working toward your first placement, you'll hear inspiring stories and see what's possible through sync licensing and industry networking. To participate: • Be present in the live chat. • Submit qualifying placements in the required format. • Placements must be directly connected to a TAXI listing or Road Rally meeting. • Verification will be required before reimbursement. Join us live and celebrate the successes of the TAXI community!

Information about the AAP program: https://www.aap.org/en/patient-care/neonatal-care/nicu-verification-program/https://publications.aap.org/pediatrics/article/151/6/e2023061957/191305/Standards-for-Levels-of-Neonatal-Care-II-III-and?autologincheck=redirectedKey TakeawaysThird-party NICU verification addresses the evidence-based gap between self-assessed and actual capability, preventing facilities from overstating their level of care.The AAP's 12-18 month pre-survey engagement model allows hospitals to identify and remediate deficiencies before formal evaluation, reducing surprises and enabling proactive improvement.Successful verification requires multidisciplinary participation from C-suite leadership, clinical staff, and support services to ensure coordinated preparation and sustainable change.The three-year partnership structure emphasizes continuous quality improvement and ongoing support rather than punitive auditing, fostering collaborative relationships between surveyors and facilities.Tennessee's stable regionalization system positions the state uniquely to leverage verification data for statewide outcome improvements through risk-appropriate care placement.Quotable Moments"Where you're born affects your outcomes. And that being in the appropriate risk situation with appropriate care for mom and for baby and the appropriate resources really determines outcomes.""Our goal is that there's no surprises at the site visit, but that facilities really feel prepared going into that site visit itself.""Care is better when we can get everybody working together and working on the same. So we love to look at how those teams are working together, how they're communicating with each other.""Everything I do as a surveyor is reviewed multiple times by multiple people. It's never just the opinion of a single individual."Show Notes by Barevalue.No content or comments made in any TIPQC Healthy Mom Healthy Baby Podcast is intended to be comprehensive or medical advice. Neither healthcare providers nor patients should rely on TIPQC's Podcasts in determining the best practices for any particular patient. Additionally, standards and practices in medicine change as new information and data become available and the individual medical professional should consult a variety of sources in making clinical decisions for individual patients. TIPQC undertakes no duty to update or revise any particular Podcast. It is the responsibility of the treating physician or health care professional, relying on independent experience and knowledge of the patient, to determine appropriate treatment.

As artificial intelligence becomes increasingly capable of generating content, a new problem emerges: proving that a participant is human without requiring them to surrender their privacy. Trust Chain Verification offers a systems-based approach to solving that challenge. During Part 2 of the conversation with Richard Kersey, the discussion moved beyond the concept itself and into the mechanics of how a trust-based platform could function at scale. The result was a deeper exploration of digital trust, community design, and the future of online participation. About Richard Kersey Richard Kersey is the founder and developer behind Chirper, an experimental social platform focused on verifying human participation online while preserving anonymity. His work explores one of the most pressing questions in the AI era: how do we know we're interacting with real people without sacrificing privacy? Through concepts such as trust chains, community verification, and decentralized accountability, Richard is testing new approaches to online identity, trust, and digital conversations. Follow Richard on LinkedIn: https://www.linkedin.com/in/richardkersey/ Understanding Trust Chain Verification Most platforms verify users through centralized systems. The platform decides who is legitimate. The platform stores identity information. The platform becomes the source of authority. Trust Chain Verification distributes that responsibility. Instead of a central authority validating everyone, users validate one another through invitations and accountability. A verified participant can invite another participant. That invitation carries responsibility. If the invited user becomes a bad actor, the trust relationship is affected. The trust chain becomes both a verification system and an accountability system. Why Trust Chain Verification Creates Better Incentives Traditional social platforms reward growth. Trust Chain Verification rewards judgment. That difference changes behavior. When invitations have consequences, users become more selective. Rather than maximizing numbers, they maximize quality. This creates a powerful incentive structure: Invite carefully Protect your reputation Maintain community quality Encourage responsible participation The system naturally aligns personal incentives with community health. Strong systems are built around incentives, not rules. Scaling Trust Chain Verification Beyond Early Adoption Every community faces a scaling challenge. A system that works with fifty people may fail with fifty thousand. This reality was a major theme in the discussion. Early-stage verification can be handled manually. Eventually, however, growth requires delegation. Potential solutions discussed included: Distributed Verification Trusted members help verify new participants. Layered Trust Systems Different levels of trust create graduated responsibilities. Community Participation Verification becomes part of the platform itself rather than a centralized task. The challenge is maintaining trust quality while avoiding concentration of power. Trust Chain Verification and Reputation Decay One of the most intriguing system concepts discussed was trust degradation. Without some balancing mechanism, early participants could accumulate disproportionate influence. That creates gatekeepers. Gatekeepers eventually create barriers. To avoid that outcome, trust systems may need decay mechanisms. Trust remains valuable, but influence naturally decreases over time. Benefits include: Preventing entrenched power structures Encouraging ongoing participation Creating opportunities for new contributors Maintaining a dynamic ecosystem This concept mirrors successful reputation systems in many decentralized environments. Any trust system that never resets eventually becomes a hierarchy. Trust Chain Verification and Content Diversity Another fascinating aspect of the discussion involved diversity scoring. Online communities often evolve into echo chambers. People interact primarily with those who already agree with them. Trust Chain Verification creates opportunities to measure conversation diversity in new ways. Instead of only analyzing content, a platform could evaluate: Diversity of trust chains Diversity of participant backgrounds Diversity of interaction patterns Diversity of viewpoints entering discussions The goal isn't moderation. The goal is visibility. Users gain context about whether a discussion reflects broad participation or a narrow circle of connected contributors. Transparency often solves problems that moderation cannot. The Future of Trust Chain Verification The long-term potential extends beyond discussion platforms. Trust Chain Verification could support: Professional Communities Proof of human participation without exposing personal details. Expert Networks Reputation built through trusted relationships. Digital Identity Systems Human verification independent of government-issued identification. AI-Dominated Environments Clear distinction between automated and human participants. As AI becomes increasingly indistinguishable from people, systems that establish human authenticity may become foundational infrastructure. Conclusion Trust Chain Verification represents more than a solution to bots. It represents a new framework for building online trust. By combining accountability, anonymity, distributed validation, and community participation, the model offers an alternative to centralized identity systems. The experiment is still evolving. But the questions it raises are increasingly important. In a world where AI can generate convincing content at scale, proving humanity may become one of the most valuable signals available online. Stay Connected: Join the Developreneur Community

It's Fun Day Lindsey Graham Monday On today's podcast: Senator, war hawk, and confirmed bachelor Lindsey Graham dropped dead on Sunday and Trump and Netanyahu wasted no time sprinting to the nearest tv station to use his death to further their agendas. Trump claimed that moments before he died, Graham called the president to discuss the importance of the SAVE America Act. Benjamin Netanyahu says that the last time he spoke to Graham he told the Senator that he was planning on phasing out military aid to Israel and he went ballistic. Caitlin Vogus, senior adviser to the Freedom of the Press Foundation (FPF) and a First Amendment attorney, joins to discuss her piece published in partnership with The Intercept and FPF: "Online Age Verification Law Could Kill Whistleblowing". In a pre-taped interview, Sam talks with Alex Aronson, co-founder and executive director of Court Accountability, about SCOTUS corruption and its billionaire-backed right-wing takeover. In the Fun Half: A republican strategist says that Maine Democratic voters owe the rest of the state an apology for voting for Platner in the primary. Cory Booker tries to "reach-around" the aisle and send warm thoughts and fond memories of dead ghoul, Lindsey Graham. Jake Tapper blatantly sucks up to Donald Trump on CNN. Brad Lander leaves CNN's Dana Bash dumbfounded as he tries to explain how Israel is not a democracy. A UAW worker in Michigan who voted for Trump in 2024 talks about why he is voting for Abdul El-Sayed.  All that and more. Join Emma for a virtual DSA event: Workers Deserve More: DSA's 2026-27 Program Launch on Tuesday, July 14 To connect and organize with your local ICE rapid response team visit ICERRT.com The Congress switchboard number is (202) 224-3121. You can use this number to connect with either the U.S. Senate or the House of Representatives. Follow us on TikTok here: https://www.tiktok.com/@majorityreportfm Check us out on Twitch here: https://www.twitch.tv/themajorityreport Find our Rumble stream here: https://rumble.com/user/majorityreport Check out our alt YouTube channel here: https://www.youtube.com/majorityreportlive Gift a Majority Report subscription here: https://fans.fm/majority/gift Subscribe to the AM Quickie newsletter here: https://am-quickie.ghost.io/ Join the Majority Report Discord! https://majoritydiscord.com/ Get all your MR merch at our store: https://shop.majorityreportradio.com/ Get the free Majority Report App!: https://majority.fm/app Go to https://JustCoffee.coop and use coupon code majority to get 10% off your purchase Check out today's sponsors: FAST GROWING TREES: Get 20% off your first purchase.  FastGrowingTrees.com/majority ROCKET MONEY: Let Rocket Money help you reach your financial goals faster: RocketMoney.com/MAJORITY SUNDAYS FOR DOGS: Go right now to sundaysfordogs.com/MAJORITY and get 50% off your first order. Or you can use code MAJORITY at checkout. SUNSET LAKE CBD: Use coupon code "Left Is Best" (all one word) for 20% off of your entire order at SunsetLakeCBD.com.  Follow the Majority Report crew on Twitter: @SamSeder @EmmaVigeland @MattLech On Instagram: @MrBryanVokey Check out Matt's show, Left Reckoning, on YouTube, and subscribe on Patreon! https://www.patreon.com/leftreckoning Check out Matt Binder's YouTube channel: https://www.youtube.com/mattbinder Subscribe to Brandon's show The Discourse on Patreon! https://www.patreon.com/ExpandTheDiscourse Check out Ava Raiza's music here! https://avaraiza.bandcamp.

Atomic Energy Agency says it's lost knowledge of Iran's nuclear facilities; the 25th anniversary of the backpacker murder approaches; Spain is headed to the World Cup semi-finals after beating Belgium.

Ashley Ebersole, Co-Founder and Chief Legal Officer of tx, and former Senior Counsel at the SEC, joined me to discuss tx's tokenization solutions and the SEC's upcoming tokenization guidance. Topics:- tx tokenization platform and marketplace - TradFi tokenization race - SEC tokenization and crypto guidance - Future of markets 

The Seanad later today will debate a Bill on age verification introduced by Independent Senator Rónán Mullen. Rónán spoke to Anton ahead of the debate.

The news of Texas covered today includes:Our Lone Star story of the day: The U.S. Supreme Court denies the tech industry and allows Texas' App Store Accountability Act to be enforced while legal challenges play out in the courts. Funny how these people are so opposed to age verification and parental control; you might even think they have something to hide! More.Our Lone Star story of the day is sponsored by Allied Compliance Services providing the best service in DOT, business and personal drug and alcohol testing since 1995.Little Jimmy “The Creep” Talarico gets creepier, says “drag queens” are an industry that needs protection! He claimed that Texas produces “some of the best drag queens in the nation.”Governor Abbott Directs HHSC To Investigate Birth Tourism Packages To Foreign Nationals. State lawmakers to explore banning foreign nationals from using Texas surrogates.Texas sales tax revenue totaled $4.2 billion in June, up 4.2%.Toyota, in $3.6 billion move, shifting Tacoma production to Texas from Mexico.Listen on the radio, or station stream, at 5pm Central. Click for our radio and streaming affiliates. www.PrattonTexas.com

In Episode 9 of Fraud Watch, Phil Brink sits down with Joe Ohr, Chief Operations and Technical Officer at the National Motor Freight Traffic Association, for a conversation about trust, technology, and the future of freight security. Joe discusses why some of the industry's oldest assumptions are being challenged, what surprised him most while studying freight fraud, and why he believes the companies that slow down and verify may ultimately have the advantage. The episode also explores the NMFTA's new anonymous Threat Report Portal and why information sharing may be one of the most important tools the industry has in the fight against freight fraud. Learn more at ⁠https://www.nmftathreatportal.com/⁠ Learn more about your ad choices. Visit megaphone.fm/adchoices

Show Notes: Update since recording: Restack has since moved to one simple plan at $800 per seat per month, and now works across PowerPoint, Excel, and Word as a single agent. Harsh Aggarwal is the founder of Restack, an AI agent that works inside PowerPoint to turn a consulting or PE team's analysis into a client-ready deck. He was previously at Roland Berger and product lead at an $8B PE firm. Restack: From Thinking to a Client-ready Deck Harsh explains that Restack is an AI agent that works natively inside PowerPoint to automate formatting for consulting and private equity teams. The purpose of Restack is to help consulting teams focus on client relationships and actual consulting work by automating the grind of formatting. Harsh highlights the historical advantage big firms had due to their production capacity, using McKinsey as an example. He discusses how AI has closed the research gap but the production gap remains, which is where Restack aims to help by automating the process of turning thinking into a client-ready deck. A Restack Demonstration Harsh begins demonstrating Restack by sharing his screen and showing a standard PowerPoint deck. He explains that Restack opens as a sidebar inside PowerPoint and can handle tasks that would normally take hours, such as updating a deck with new data. Harsh shows how Restack can update a deck with new data without specific instructions on formatting or chart appearance. He emphasizes that Restack can handle complex tasks like verifying data from sources like the SEC EDGAR website and updating slides based on that data. Converting Decks into Code Harsh explains that Restack converts the entire PowerPoint deck into code, allowing it to make precise changes to the data. He compares this technology to popular tools like Cloud Code and Cursor, which are used in software engineering to augment code bases. Restack can update specific lines of code in the deck, making it highly precise and efficient.  Restack updates the slides and analyzes the uploaded data, showing the progress on screen. Restack Results Harsh shows the results of Restack updating the numbers in the slides, explaining that it also updates the storyline based on the new data. He highlights that Restack takes screenshots to verify its own results before presenting them to the analyst or associate. The charts created by Restack are fully editable and can be manipulated like normal charts in PowerPoint. Harsh recaps the task of updating the data in four slides and shows the final results, emphasizing the efficiency of Restack. Creating Slides from Scratch Harsh demonstrates another use case where Restack can create a new slide from scratch using a data model. He explains that Restack can read the existing deck to understand the context and formatting, creating new slides that match the existing deck's style.  When asked if Restack can create any kind of chart, Harsh confirms, showing how Restack can convert a chart to a different type, like a waterfall chart. Harsh emphasizes that Restack is a generalized tool that can handle various tasks, making it versatile for different consulting needs. Pricing and Subscription Information Harsh explains how to sign up for Restack, either by visiting the website or reaching out to him on LinkedIn. He offers a free sandbox for listeners to test Restack on live cases, encouraging them to reach out for access. Pricing is $800 per seat per month, billed monthly, with credits pooled across the team (a five-seat team is $4,000/month). One to five seats are self-serve; six or more is the Practice plan. Harsh compares the pricing to tools like PitchBook and Bloomberg, noting the time and cost savings Restack offers.  Timestamps: 01:51: Demonstration of Restack's Functionality  06:08: Technical Details of Restack's Operation  08:03: Results and Verification of Restack's Work  12:34: Additional Use Cases and Capabilities of Restack 22:38: Sign-Up and Pricing Information  Links: LinkedIn: http://linkedin.com/in/heyhiharsh Company website: http://re-stack.com/ This episode on Umbrex: https://umbrex.com/unleashed/episode-653-harsh-aggarwal-how-ai-lets-solo-consultants-take-on-bigger-work/ 60-second Demo: http://re-stack.com/demo   Unleashed is produced by Umbrex, which has a mission of connecting independent management consultants with one another, creating opportunities for members to meet, build relationships, and share lessons learned. Learn more at www.umbrex.com. *AI generated timestamps and show notes.  

Assumptions and incomplete reports can easily build walls of misunderstanding and cause unnecessary pain. Just as God came down to see Sodom for Himself, and Jesus paused to write in the sand before addressing an angry crowd, discover how enforcing a 'holy pause' protects relationships and prevents the deep scars of hasty judgements today. https://bit.ly/MGD060726

Gabriel Custodiet and Urban Hacker of Watchman Privacy highlight the rapid expansion of technocratic control and the erosion of digital privacy, examining global trends such as mandatory operating system verification, age-gating legislation, and the increasing requirement for biometric data to access basic online services. They argue that these developments are part of a centralized effort to eliminate user sovereignty and force compliance through integrated smartphone apps and cloud-based computing. They address the physical infrastructure of this shift, noting how the AI boom and supply chain disruptions are making private hardware unaffordable for the average consumer. This transition from ownership to a subscription-based rental model allows corporations to monitor and potentially terminate access based on “thought crimes” or political dissent. They advocate for solution-oriented strategies and announce their first ever live Escape the Technocracy Workshop with Geopolitics & Empire. Escape the Technocracy Live Workshop (w/ Geopolitics & Empire)! https://escapethetechnocracy.com/product-escape-the-technocracy-live-workshop-season-2 Watch on BitChute / Brighteon / Rumble / Substack / YouTube *Support Geopolitics & Empire! Become a Member https://geopoliticsandempire.substack.com Donate https://geopoliticsandempire.com/donations Consult https://geopoliticsandempire.com/consultation **Listen Ad-Free for $4.99 a Month or $49.99 a Year! Apple Subscriptions https://podcasts.apple.com/us/podcast/geopolitics-empire/id1003465597 Supercast https://geopoliticsandempire.supercast.com ***Visit Our Affiliates & Sponsors! Above Phone https://abovephone.com/?above=geopolitics American Gold Exchange https://www.amergold.com/geopolitics Escape The Technocracy (15% off w/ GEOPOLITICS!) https://escapethetechnocracy.com/geopoliticsExpat Money (FREE “Plan B” Report!) https://expatmoney.com/geopolitics PassVult https://passvult.com Sociatates Civis https://societates-civis.com StartMail https://www.startmail.com/partner/?ref=ngu4nzr Wise Wolf Gold https://www.wolfpack.gold/?ref=geopolitics Websites Watchman Privacy https://watchmanprivacy.com Escape the Technocracy https://escapethetechnocracy.com/geopolitics Gabriel Custodiet on X https://x.com/WatchmanPrivacy Urban Hacker on X https://x.com/realUrbanHacker About Gabriel Custodiet & Urban Hacker Gabriel Custodiet is the creator of Watchman Privacy and Escape the Technocracy. He hosts the Watchman Privacy Podcast and writes about the primary and tertiary causes of the decline of freedom in society. Urban Hacker is a shadowy cybersecurity consultant and game developer.   *Podcast intro music used with permission is from the song “The Queens Jig” by the fantastic “Musicke & Mirth” from their album “Music for Two Lyra Viols”: http://musicke-mirth.de/en/recordings.html (available on iTunes or Amazon)

Rancho Mesa's Alyssa Burley and Client Technology Specialist, Brenda Colby sit down to talk about the tools RMI offers for the Electronic Visit Verification (EVV) system, which federal law requires personal care services and home health service companies use if they are funded by Medicaid, as a way to ensure patients receive the care they need. Show Notes: ⁠⁠⁠⁠Subscribe to Rancho Mesa's Newsletter⁠⁠⁠⁠Host: ⁠⁠⁠⁠Alyssa BurleyGuest: ⁠⁠⁠⁠Brenda ColbyEditor: Jadyn BrandtMusic: "Home" by JHS Pedals, “Breaking News Intro” by nem0production© Copyright 2026. Rancho Mesa Insurance Services, Inc. All rights reserved.

Talking about prompts and chatbots won't help you talk about AI strategy in 2026. You've gotta know the ins and outs of loops, plans, goals, subagents and more. In this episode of Everyday AI, we're breaking down the agent lingo and how the key terms play out in systems like Codex and Claude Desktop. Desktop Agent Lingo Simplified: Goals, Loops, Plans, Subagents and how it works in Codex and Claude Code -- An Everyday AI Chat with Jordan WilsonNewsletter: Sign up for our free daily newsletterMore on this Episode: Episode PageToday's Episode on LinkedIn: Thoughts on this? Join the convo on LinkedIn and connect with other AI leaders.Upcoming Episodes: Check out the upcoming Everyday AI Livestream lineupWebsite: YourEverydayAI.comEmail The Show: info@youreverydayai.comConnect with Jordan on LinkedInTopics Covered in This Episode:Desktop Agent Vocabulary PrimerAgent Harnesses: Codex vs. Claude CodeDesktop Agent Plans: Features and WorkflowGoal Setting in Codex and Claude DesktopPlan vs. Goal: Key DifferencesAgent Loops: Automation and VerificationSub Agents: Parallel Task ManagementContext Windows and Task DelegationGuardrails, Verification, and Cost ControlTransition from Chatbots to Autonomous AgentsTimestamps:00:00 Shifting focus to AI agents03:28 Accessing the Start Here series09:31 Using plan mode in clawed desktop12:04 Understanding plan vs. goal mode14:25 Setting project goals and planning19:33 Accessing Start Here series22:03 Building effective training loops26:48 Managing sub agents effectively27:30 Setting up sub-agent system30:47 Closing and subscription reminderKeywords: desktop agent, desktop AI agent, agent lingo, agent vocabulary, long running agent, autonomous agent, codex, Claude Code, Claude desktop, AI harness, agentic harness, agentic tools, super app, Microsoft super app, OpenAI codex, long running desktop agents, plan mode, planning phase, agent plan, goal setting, AI goal, agent goals, loop mode, agent loops, scheduled automations, sub agents, agent subagents, context windows, parallel work, context hygiene, verification steps, approval points, skills, automations, API token usage, project threads, co work tab, code tab, work trees, checkpoints, file access, browser automation, human in the loop, token efficiency, agent delegation, AI supervision, knowledge work automation, AI subagent management, desktop agent mental model, computer control, AI project management, AI workload delegation, remote steering, front end chatbot, proactive AI, AI context sharing.Send Everyday AI and Jordan a text message. (We can't reply back unless you leave contact info) Start Here ▶️Not sure where to start when it comes to AI? Start with our Start Here Series. You can listen to the first drop -- Episode 691 -- or get free access to our Inner Cricle community and all episodes: StartHereSeries.com Also, here's a link to the entire series on a Spotify playlist. 

In the middle of the twentieth century, the existential threat posed by nuclear weapons seemed inevitable. The number of countries with nukes was climbing rapidly, and the idea of stopping the nuclear arms race seemed like a pipe dream.  But that's exactly what happened. Over the course of 60 years, nations around the world agreed to nuclear red lines, slowdowns, and even disarmament. How did this happen? Largely because of technology.  The biggest obstacle to agreeing on nuclear red lines was that adversaries couldn't trust any promise the other made. They needed to know the number of warheads, the amount of enriched uranium, or whether a nuclear device was for a weapon or a power plant. None of that was possible until we built the tech needed to verify those things.  Today, we're in a similar situation with AI. For adversaries like the United States and China to agree on reasonable AI red lines on issues like bioweapons, cyber hacking, or the risk of recursive self-improvement, they first need to be able to trust each other. We urgently need to build the verification technology that would make that trust possible.  In this episode, Tristan sits down with two experts in this field to discuss the kinds of verification technology we need for AI, the challenges of building it, and the world it could unlock if we do. Tim Fist is the Director of Emerging Technology Policy at the Institute for Progress, and Janet Egan is Senior Fellow and Deputy Director for the Technology and National Security Program at the Center for New American Security. Your Undivided Attention is produced by the Center for Humane Technology. You can find a transcript of this episode on our Substack. RECOMMENDED MEDIA Anthropic's open letter warning about recursive self-improvement and calling for a pause in development. The website for the Center for AI Standards and Innovation (CAISI) Further reading on the different mechanisms of verification for international AI governance.   RECOMMENDED YUA EPISODES America and China Are Racing to Different AI Futures Can We Govern AI? with Marietje Schaake The Crisis That United Humanity—and Why It Matters for AI Daniel Kokotajlo Forecasts the End of Human DominanceCorrection: Tim referred to the CargoScan technology as being jointly developed by the US and the USSR. It was actually developed solely in the US and administered in Soviet nuclear facilities.    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Episode 5448: We Crossed A Bridge When We Went To War; Backing Age Verification Bill To Protect The Children

[X] SB – AOC says Trumpism makes boys unhappyBummed that the right wing is dooming boys. Conditioning men into loneliness…I want to interject on the Musk valuation, by covering this little story about Iran…You have to love watching Leftists suddenly discover reality.For months, maybe years, they have been predicting Donald Trump's foreign policy collapse the way doomsday cults predict the end of the world. Every deadline comes and goes, every prediction explodes on the launch pad, and yet they simply grab a new calendar and start over."Trump is going to get us into a war!""Trump has no strategy!""Iran has him cornered!"Really? Cornered?That's an interesting description of a country whose navy got turned into an artificial reef.A country whose air force became a museum exhibit.A country whose military leadership was reduced so dramatically that LinkedIn probably started suggesting openings for "Supreme Commander."Iran wasn't negotiating from a position of strength. Iran was negotiating from a position somewhere between bankruptcy court and a yard sale.Think about what happened.Their military capability was shattered.Their weapons manufacturing was crippled.Their leadership was decimated.Their economy was flattened.Their currency became about as valuable as a Hollywood pledge to move to Canada.Their oil revenue was squeezed.Their access to money was restricted.Their frozen assets remained frozen.And somehow Democrats kept talking as if Iran was the one holding leverage.That's like watching a boxer get knocked down twelve times and then hearing the commentators say, "The interesting question is whether the undefeated champion can survive this."Survive what? The gentle breeze?According to a media briefing with senior administration officials, the memorandum of understanding that has now been signed boils down to one simple concept:Behave like a normal country and we'll treat you like a normal country.Imagine that.Not exactly the sophisticated diplomatic framework envisioned by the foreign policy geniuses who brought us pallets of cash and strongly worded letters.The administration's message was remarkably straightforward.The Strait of Hormuz remains open.Verification comes before benefits.See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

On Episode 282 of The Geoholics, we sit down with Tom Yeshurun, CEO of Civ Robotics, to explore how automation is transforming construction layout—and what that evolution means for surveyors, contractors, field crews, and the future of the geospatial profession. Tom shares the real-world frustrations that inspired Civ Robotics, the company's bold pivot from drones to ground-based robots, and the challenges of earning trust in an industry where accuracy, accountability, and boots-on-the-ground experience still matter. We dig into the line between surveying and construction layout, the productivity and profitability unlocked by robotic point placement, and why automation should elevate field professionals rather than simply replace them. We also look ahead to the fully connected jobsite—where robotics, machine control, digital twins, and human expertise converge—and discuss the skills today's young surveyors and geomatics professionals will need to remain valuable in an increasingly automated world. Precision gets you started. Automation makes you faster. Verification keeps you out of court. Music by Led Zeppelin #TheGeoholics #CivRobotics #TomYeshurun #ConstructionRobotics #RoboticLayout #ConstructionTechnology #ConTech #LandSurveying #Surveying #Geomatics #Geospatial #ConstructionLayout #Automation #DigitalTwins #MachineControl #FieldTechnology #RealityCapture #FutureOfConstruction #Innovation #Surveyors #AECIndustry #BuiltEnvironment #LeicaGeosystems #Emlid #TopoDOT #AllTerraCentral #AddingValueAndMakingFriends

Credit repair dispute mistakes, FCRA dispute letters, and the rookie errors that get your disputes ignored or rejected. Daniel Rosen walks through the five most common dispute mistakes and exactly how to fix each one so the credit bureaus have to respond. Join Our FREE Start Repairing Credit Challenge: HERE Disputing looks simple on the surface. You write a letter, you send it, you wait. But the bureaus are actively looking for reasons to dismiss your disputes as frivolous, and most beginners hand them an easy out without realizing it. Daniel explains why citing the wrong law, or skipping the legal citation entirely, kills a dispute before it starts, and why Section 611 of the FCRA is what puts the bureaus on the clock. From there he covers timing and targeting. Disputing a brand-new collections account too early can backfire, and going after accurate negative items just because you don't like them burns goodwill you'll want later. Daniel shows how to focus your disputes on genuinely inaccurate, unverifiable, or incomplete items, why disputing no more than five at a time keeps your submissions from getting flagged, and how vague language like "this doesn't seem right" gets round-filed while specific, legal, actionable wording forces a real response. The biggest mistake of all is giving up after one round. The bureaus are counting on you to get frustrated and walk away, so Daniel lays out what to do when a dispute comes back verified: send a Method of Verification letter, go directly to the furnisher, and document everything. Whether you're just starting your credit repair business or fixing a process that isn't working, this episode is a practical playbook for getting disputes done right. Tune in! P.S. Join the #1 event to grow your credit repair business: http://creditrepairexpo.com/     Key Takeaways: 00:00 Intro  03:26 Mistake 1. Citing the Wrong Part of the FCRA  04:42 Mistake 2. Disputing in the Wrong Order  05:56 Mistake 3. Only Disputing With One Bureau  07:50 Mistake 4. Sending Letters Without Proof  09:38 Mistake 5. Using Weak Words  11:14 The Shortcut That Can Land You in Federal Court  14:06 Final Thoughts Additional Resources: Get a free trial to Credit Repair Cloud Get my free credit repair training   One Word Is Killing Your Dispute Results. Here's the Fix. Make sure to subscribe so you stay up to date with our latest episodes.

My guests today are Jack Schwager and George Coyle. Jack Schwager is a renowned author, trader, and industry expert best known for the Market Wizards series, which profiles some of the world's greatest traders and investors. George Coyle is an investor, researcher, and writer who has spent years studying elite traders and investment performance across markets, with a focus on uncovering the principles behind exceptional success. The topic is their book Market Wizards: The Next Generation. In this episode of Trend Following Radio we discuss: Finding and profiling exceptional traders across generations Timeless trading principles and trader personality traits Verification and due diligence of trading performance Market evolution, adaptation, and competitive edge Unconventional trader journeys and paths to success Jump in! --- I'm MICHAEL COVEL, the host of TREND FOLLOWING RADIO, and I'm proud to have delivered 10+ million podcast listens since 2012. Investments, economics, psychology, politics, decision-making, human behavior, entrepreneurship and trend following are all passionately explored and debated on my show. To start? I'd like to give you a great piece of advice you can use in your life and trading journey… cut your losses! You will find much more about that philosophy here: https://www.trendfollowing.com/trend/ You can watch a free video here: https://www.trendfollowing.com/video/ Can't get enough of this episode? You can choose from my thousand plus episodes here: https://www.trendfollowing.com/podcast My social media platforms: Twitter: @covel Facebook: @trendfollowing LinkedIn: @covel Instagram: @mikecovel Hope you enjoy my never-ending podcast conversation!