How CJ Hutsenpiller Crushes AI
The Insurance Guys podcast episode spotlights how AI is reshaping insurance agency operations and marketing. Host Scott Howell and guest CJ Huntpillar discuss the surge in advertiser interest, the shift from event‑based promotion to podcast sponsorships, and the rapid evolution of AI tools like Claude. Key insights include AI’s ability to replace virtual assistants for data entry and reporting, the strategic advantage of Minimum Viable Product (MVP) startups gaining mass exposure through limited ad slots, and the technical distinction between an MCP (a suite of APIs with a knowledge base) and a traditional API integration. A standout example is HubSpot’s MCP, which now offers a direct Claude integration, allowing agents to run reports, update policies, and execute tasks without manual clicks—demonstrating a more efficient, token‑saving approach than browser‑based AI commands. CJ’s anecdote about using AI to streamline agency workflows underscores the tangible productivity gains. The implications are clear: insurers that adopt AI‑driven MCPs can reduce staffing costs, accelerate decision‑making, and stay competitive, while advertisers benefit from a highly targeted, trusted channel to reach thousands of agents.
Cisco Builds AI Defense with Codex
Cisco announced that its AI Defense suite is now being written entirely by OpenAI's Codex, turning the large‑language model into a co‑developer for its security products. By leveraging Codex, Cisco reduced feature delivery from multiple quarters to a matter of weeks....
I Built the Same App With Claude Code and Codex
A developer ran a head-to-head build of a real-time collaborative Markdown editor using Claude Code (Opus 4.7) and Codex (GPT‑5.5), testing eight staged prompts from scaffolding through real‑time sync, cursor presence, and persistence. Claude produced a working scaffold faster (about...
Spotlight: Arkeus
The video spotlights Archus at Soft Week 2026, unveiling AI‑driven hyperspectral sensors that act as the eyes and brain of autonomous platforms. Pat McCann and Simon Olsen explain how the Warden and HSOR systems process raw data on the edge,...
AI Agents Expand Enterprise Security Attack Surface
The conversation with Nomi Security CEO Emanuel Salmon centers on how AI agents are reshaping the enterprise attack surface. While traditional IT, cloud, and IoT have already expanded threat vectors, AI introduces a multi‑layered frontier that spans infrastructure, identity, and...
Your AI App Should NOT Depend on One Model
The video introduces Zapier’s MCP (Model Connectivity Platform) server, a unified gateway that lets AI applications access over 8,000 third‑party tools through a single integration point. By linking a Claude‑based app to Zapier’s MCP client, developers can manage credentials and...
The Wrong Metric Most Leaders Are Using for AI Adoption #short
The video warns that many CTOs and engineering heads measure AI adoption by the percentage of employees who use AI tools, rather than by tangible business outcomes. The speaker argues that success should be defined around concrete process improvements—identifying a task,...
SM Lee on ‘Embracing’ AI as the Chinese, US-China Relations
SM Lee urged countries to “embrace” AI while acknowledging the technology’s social and geopolitical challenges, arguing that thoughtful adoption and preparation can avoid a sudden jobs crisis. He said US-China relations have seen sharp short-term fluctuations but a long-term shift...
196. AI Meets Programmatic: How Media Buyers Can Optimize with AI
The session titled “AI Meets Programmatic” was a live workshop where Ellen Parker and Asetu walked media buyers through applying artificial‑intelligence tools to programmatic campaign optimization. They demonstrated how a simple Excel sheet can be fed into an AI engine—currently MediaMath’s...
Microsoft Copilot Is A Disaster
Microsoft has poured an estimated $200 billion into its AI Copilot suite, yet usage remains under 3% of Windows 11 devices. A former Microsoft vice‑president aired criticism on Twitter, igniting a rapid online debate. The video dissects the low adoption figures, recent...
How to Build & Launch REAL Web Apps (Google AI + Firebase)
The video walks viewers through building a production‑grade web application using Google AI Studio paired with Firebase. It demonstrates how AI Studio can generate a complete front‑end and back‑end from a structured prompt, eliminating the need to write code manually....
Inside Bob Jennings’ Vision for TrustEngine and Mortgage Coach
Bob Jennings, CEO of Trust Engine, used a 10‑minute interview to outline his vision for Mortgage Coach, the company’s flagship platform that helps loan officers present mortgage options. He reflected on his first 90 days, confirming that Mortgage Coach has...
Sobel Edge Detector Introduction | Image Processing Basics || Verilog Project Development Series ||
The video is an introductory lesson for a Verilog project implementing the Sobel edge detector, beginning with prerequisites on image fundamentals. It explains grayscale versus RGB color images, pixel and subpixel structure, 8-bit channel intensity (0–255), and additive color mixing....
Viewpoint Friday: AI Boom, Rising Costs and Singapore’s Multi-Speed Economy
Singapore’s economy is becoming distinctly multi-speed: AI-driven demand for semiconductors and tech exports is lifting trade and certain manufacturing pockets, even as rising energy and commodity costs squeeze services, F&B and everyday goods. Businesses are responding with cost-passing, efficiency drives...
What Is FastAPI & Why It's Perfect for AI Backends
The video introduces FastAPI as the modern Python framework tailored for generative‑AI backends, explaining its role as the thin layer that exposes, serves, and hardens AI logic for production use. It highlights FastAPI’s foundation on Starlette for routing and async...
The Dawn of AI Warfare: A Conversation with Katrina Manson
The CSIS interview with Bloomberg reporter Katrina Manson centers on her new book, *Project Maven*, which chronicles the U.S. military’s push to embed artificial intelligence into combat targeting. Manson traces the program’s origins—from a tactical tool for sorting drone footage—to...
Why Teens Are Turning to AI for Mental Health | Caroline Figueroa
The Health Affairs episode spotlights a growing crisis: teens are turning to AI chatbots for mental‑health support despite the tools not being designed for clinical use. Dr. Caroline Figueroa, a Stanford psychiatrist, cites tragic cases where AI interactions preceded suicides,...
Why Is Trump Pulling the Plug on His AI Order? | DW News
President Trump abruptly withdrew plans to sign an executive order on artificial intelligence hours before a scheduled White House event, saying aspects of the proposal could blunt the U.S. lead in AI. The draft order would have required tech firms...
DeepSeek’s New AI Is A Game Changer
The video spotlights DeepSeek’s new AI architecture that replaces traditional dense visual processing with a "pointing" paradigm, allowing the system to reference specific image regions while reasoning. By treating visual primitives as tokens, the model slashes visual token consumption by...
"A.I. and Our Economic Future," Professor Chad Jones
In a wide-ranging lecture, economist Chad Jones outlined two extreme futures for AI: a Silicon Valley “explosive growth” scenario in which AI automates software, accelerates research, and — when paired with robotics — automates physical tasks, producing runaway productivity gains;...
AI Dev 26 X SF | Ashwyn Sharma: Every App Needs a Voice UI. Here's How to Build It
Ashwin Sharma, CEO of Vocal Bridge, unveiled a platform that turns any application or AI agent into a voice‑first experience. The company positions itself as a one‑stop, fully managed solution, offering three distinct integration surfaces: embedding voice directly into existing...
AI Dev 26 X SF | Atai Barkai: Fullstack Agents & Generative UI with AG UI
Atai Barkai of Copagit outlined the company’s developer infrastructure for user-interactive agents and introduced the Agent-User Interaction (AG UI/AGI) protocol, which standardizes how agent backends connect to user-facing interfaces. He argued that agentic systems break the traditional request-response web model—requiring...
AI Dev 26 X SF | Idan Raman: The Identity Crisis of Browser Agents
Idan Raman, CEO of Ankor, laid out what he calls an "identity crisis" for browser-based AI agents, arguing that retrofitting 20 years of human authentication for autonomous agents uncovers deep, unexpected complexity. He described common but insecure customer approaches—embedding or...
AI Dev 26 X SF | Aman Singla & Aseem Chandra: MarcoPolo, A Workspace for AI to Work with Your...
The video introduces Marco Polo, a middleware platform that provides a dedicated workspace where agentic AI models—such as Claude, ChatGPT, or custom agents—can safely access and manipulate enterprise data across dozens of systems. By running in a secure Kubernetes container,...
AI Dev 26 X SF | Barun Singh & Kennith Jackson; The Hidden Cost of AI Velocity and AI Agents
The panel, hosted by Endela’s SVP of AI Solutions and its CPTO, examined the hidden costs of AI velocity and the hype around autonomous AI agents. They argued that while AI coding assistants like Copilot boost speed in isolated tasks,...
AI Dev 26 X SF | Matthew Xu: The 4-Legged Identity Challenge
In a recent AI Dev 26 session, Matthew Xu, CTO of Agent Fabric, warned that the “four‑legged identity challenge” – where a user, an agent, an MCP server and a downstream API each act in a chain – is becoming...
Can a Robot Make World-Class Coffee? Meet Artly’s AI Barista
At Muji in Portland, Artly showcased Jarvis, an AI-driven robotic barista trained by world-champion barista and co-founder Joe Yang to reproduce craft coffee at scale. The system encodes Yang’s techniques to deliver consistent, high-quality espresso and latte art, aiming to...
What Does It Look Like To Manage A Team Of AI Agents | Mark Cavage X Data Science Dojo
The video explores how enterprises are transitioning from traditional human teams to managing autonomous AI agents. Mark Cavage argues that every employee now needs a blend of product‑management and people‑management capabilities to oversee a "team" of robots that execute tasks...
This Week in AI: Rethinking the Agent Harness
The inaugural episode of O'Reilly’s “This Week in AI” introduced the series and previewed a lineup of expert guests, while host Eric Freeman set the stage by surveying major AI developments—from security breakthroughs to infrastructure expansions and emerging agent frameworks. Freeman...
Run Long Tasks in Codex Using Goals
The video announces a new "goal" feature for Codex, enabling the AI to work continuously toward a defined objective for hours or even days. The capability is rolled out across the Codex web app, IDE extensions, and command‑line interface, and...
Do You Only Have One Life? AI Disagrees.
The video explores the emerging notion of digital immortality, where artificial intelligence recreates a person’s voice and personality after death by mining their online footprint. The speaker argues that AI, fed on the vast corpus of internet content, can generate...
![Relational Foundation Models for Enterprise Data [Jure Leskovec] - 768](/cdn-cgi/image/width=1200,quality=75,format=auto,fit=cover/https://i.ytimg.com/vi/khSSuUyvqno/maxresdefault.jpg)
Relational Foundation Models for Enterprise Data [Jure Leskovec] - 768
The podcast introduces a new relational foundation model that can reason over structured relational data across any enterprise database without additional training. By treating tables and foreign‑key links as a graph, the model applies graph neural networks, eliminating manual feature engineering...
Cerebras IPO, Premium Tokens, Neo Clouds, and the Angstrom Era
The episode opens with Cerebras Systems’ long‑awaited IPO, a rare public debut for a semiconductor startup in an era when capital‑intensive chip firms rarely reach the market on their own. Hosts Ben Behar and Jay Goldberg frame the listing as...
The AI-Driven Reinvention of Telecom Infrastructure
The video discusses how a U.S. fiber carrier is using AI and a proprietary orchestration platform to integrate acquisitions and accelerate its goal of 1.5 million fiber passings across 15 states by 2030. By abstracting the orchestration layer from vendor‑specific NMS into...
What AI Agents Need Before They Can Act Alone | Sreeram Kannan
The interview with Sreeram Kannan centers on the convergence of artificial intelligence and blockchain, arguing that AI agents will need decentralized, trust‑enforced infrastructure to act independently. Kannan outlines EigenLabs’ flagship offering, EigenCloud, a decentralized cloud platform built atop EigenLayer, where...
Trump Postpones AI Order Signing Over Parts He Disliked
President Trump said he postponed signing an executive order on artificial intelligence because he objected to certain provisions he feared would hinder U.S. leadership. He told reporters the measures could be a “blocker” to maintaining the country’s lead over China...
Philipp Schindler at Google Marketing Live 2026
Philipp Schindler opened Google Marketing Live 2026 by unveiling a suite of AI‑driven products that promise to reshape advertising, search and creator ecosystems. He highlighted Gemini Omni, a new model that fuses advanced reasoning with generative media, and introduced Gemini...
Why AI Sovereignty Will Define Enterprise Survival
The conversation between Logan and Steve centers on why AI sovereignty will become a decisive factor for enterprise survival. Kyndryl positions itself as a technology‑neutral partner that helps companies treat sovereignty as a strategic risk‑mitigation discipline rather than a pure...
How the US and Allies Can Win the AI Era
The video offers a brief natural-history profile of the blue whale, highlighting its status as the largest known animal in Earth’s history, reaching lengths over 100 feet—comparable to three school buses. It emphasizes striking physical details such as a heart...
I Asked Claude To Make Me as Much Money as Possible
The creator demonstrates how to use Claude as a turnkey “business operating system” to build a profitable one‑person AI-powered business and sign a high‑ticket client within 30 days. He outlines a repeatable three‑step model—starting with crafting a competitive offer based...
AI Privacy for Lawyers: Your Client Data Has Entered the Chat
The episode tackles two intersecting concerns for modern law practice: the erosion of client‑data privacy in an AI‑driven world and the growing imperative to revisit past convictions. Host Bernardet and guest Sunny Eaton use a recent Women in AI conference...
In Conversation with General Intuition's Pim De Witte: Tackling Ebola to Building Foundation Models
In this interview, General Intuition CEO Pim de Witte recounts an unconventional career that began with running a massive private RuneScape server and evolved into cutting‑edge AI research. He describes how the server, which hosted up to 5,000 concurrent users and...
How To Use AI The Right Way
The speaker argues that AI should be used as an intelligence amplifier and a thought partner rather than a substitute for human thinking. Effective use requires cognitive effort—crafting good prompts and exercising sound judgment—to turn AI responses into valuable solutions....
Claude for Finance: Building a Live Merger Model with AI
The episode showcases a live demonstration of Claude for Excel, an AI‑powered tool that builds a full‑blown merger model for the speculative GameStop acquisition of eBay. Hosts Deb Taylor and Graham Smith walk listeners through the deal’s headline terms—$125 per...
Only About 1% of the Tokens Thariq Generates Go Into Production Code
The speaker says only about 1% of the tokens they generate end up in production code, with the vast majority used for dashboards, custom interfaces and exploratory work. As generation costs approach zero, rigid rules about single-source templates for specs...
New Claude for Investment Banking Is INSANE
The video introduces Claude’s new finance‑focused plugins and agents, a suite designed to streamline investment‑banking workflows from market research to pitch‑deck creation. Viewers learn how to download the Claude desktop app, add plugins by pasting a GitHub repository URL, and...
Unpacking the Goals of Common Sense Media's Youth AI Safety Institute
Common Sense Media on May 5 launched the Youth AI Safety Institute, a $20 million-a-year nonprofit effort to define child-safe AI, rigorously test products, and publish risk ratings for tools used by kids and schools. Led by Bruce Reed, a...
Scaling Intelligence Through the Memory Hierarchy with Solidigm
Kapil Kirkra, senior principal engineer at Solidigm, argued that scaling AI intelligence requires a third, often overlooked axis: memory capacity. While larger models and more compute dominate headlines, the talk demonstrated how the memory hierarchy—from high‑bandwidth HBM to NVMe SSD...
Airbnb’s Big Summer Push: Hotels, AI & the Ultimate Travel App
Airbnb’s 2026 summer release in San Francisco unveiled a sweeping expansion beyond traditional home rentals, adding grocery delivery via Instacart, airport pickups, luggage‑storage partner Bounce, and a rental‑car service. The rollout also introduced a pilot hotel program that rewards guests with...
The Complete Guide to AI Agents in 2026 (And How to Actually Use Them)
The video presents a four‑tier framework for leveraging AI in 2026, ranging from basic chat interactions to fully autonomous agents. It uses Gen Spark as a showcase platform that bundles every tier—chat, tool generation, workflow automation, and goal‑driven agents—into a...