Tutorial: Google ADK & Cloud Run: AI Agents at Scale | Future of Data and AI | Agentic AI Conference
The session walks participants through building a distributed, multi‑agent AI system on Google Cloud using the ADK and Cloud Run. Attendees first claim a $5 credit, create a new project, attach billing, and enable required APIs before cloning a starter repository and installing dependencies with the ultra‑fast UV package manager. Key steps include configuring environment variables, deploying each agent—researcher, judge, writer, and orchestrator—as separate Cloud Run services, and wiring them together via the A2A HTTP protocol. The loop‑agent pattern ensures the researcher and judge iterate until the output meets quality standards before the writer drafts the final course content. The tutorial highlights concrete code snippets: the researcher leverages a built‑in Google Search tool, the judge applies a structured schema to evaluate results, and the orchestrator preserves context across calls. Participants see real‑time debugging tips, such as resetting the project ID and verifying billing association. By modularizing agents and using serverless scaling, developers can rapidly prototype high‑quality, AI‑generated educational content that can be production‑ready, secure, and cost‑effective for enterprises seeking to automate knowledge creation.
If We Dont Look at Our Demons, Our Demons Will Raise AI
The speaker warns that society is failing to confront the hidden dangers of artificial intelligence, likening unchecked development to demons raising AI and threatening a broken world. He argues that AI presents a "positive infinity" of upside alongside a "negative...
What Codex Unlocks for Wasmer
Wasmer’s CEO Sirius explains how the company leveraged OpenAI’s Codex to build a JavaScript runtime for edge computing in just two and a half weeks, a task that would have otherwise required roughly a year of development. The team, originally expert...
From Image to Insight: Clinical Edge AI in Practice
The panel at HIMSS explored how clinical edge AI is moving from hype to real‑world impact. Leaders from Heidi Health, Nvidia, Dell, and healthcare advisory firms discussed concrete deployments that improve clinician efficiency, patient access, and diagnostic accuracy. Heidi Health showcased...
From 400G BiDi to 1.6T: Cisco Optics for Al Fabrics
Cisco’s product briefing introduced its third‑generation 400 Gbps bidirectional (BiDi) multimode optics, positioning them as a seamless upgrade path for existing data‑center fabrics. By reusing existing multimode fiber and swapping only the transceiver, customers avoid costly trenching, new patch panels, and...
Hate the Dial Tone? Press 0 for AI Support #AI #customersupport
The video spotlights the rapid rise of AI‑driven phone agents in customer service, noting that the global conversational‑AI market is forecast to reach $50 billion by 2031. Proponents cite three core benefits: language‑agnostic interaction, 24/7 availability, and simultaneous handling of calls that...
The Fed Chair Just Admitted The Jobs Aren't Coming Back — Here's What Happens To Your Career Next
The video opens with the Federal Reserve Chair’s stark admission that private‑sector employment has posted zero net growth, a reversal from the modest gains reported earlier this year. Revised December data show a loss, January’s gain was overstated by 69,000,...
Why Giants Will Fall in the AI Era #short
The video argues that the next wave of disruption will be driven by AI-native firms that function as hyper‑adaptive organizations, shedding the hierarchical layers that characterize traditional "linear" enterprises. These new entities can sense market shifts and execute decisions in...
From SEO to Agent-Led Growth: Profound's James Cadwallader
The conversation centers on the emergence of "agent‑led growth," where large language model agents like ChatGPT, Gemini, and Claude have become the new front‑door to the internet. Profound’s James Cadwallader argues that marketers who ignore these agents are effectively invisible,...
This Is What Makes AI Recommend Your Brand
The video explains how AI recommendation engines prioritize brands that already enjoy strong consumer awareness. When a user types a brand name into Google, YouTube or Reddit, they are actively seeking that brand, signaling pre‑existing trust. Marketers are urged to set...
OpenAI Codex Essentials – AI Coding Agent
Andrew Brown introduces the ExamPro Codex Essentials certification, a concise, hands‑on program designed to teach developers how to leverage OpenAI's Codex agentic coding tool. The course combines video lectures, labs, and practice exams, targeting both beginners and experienced programmers seeking...
AI, Portfolio Construction and the Democratisation of Alternative Investments
The Finextra interview spotlights how artificial intelligence is reshaping wealth‑management, from back‑office efficiency to front‑office client interaction. Kevin Barr explains that AI now powers more nuanced advice models, enabling advisors to weave data‑driven stories around existing portfolios and personalize recommendations. Key...
Andrew Trask | It’s Time to Harvest the Secure AI Tech Tree
Andrew Trask opened the session by presenting the "secure AI tech tree," a visual framework that maps the sprawling landscape where cryptography, deep learning, and distributed systems converge. The tree groups roughly five major subdivisions—privacy‑preserving collaboration, attribution control, trust mechanisms,...
The Builders Are Stuck in Admin Work, & It Is Killing Construction Productivity with Jennifer Hohman
In a recent ConTech Crew interview, Baker Construction’s CIO Jennifer Hohman explains how excessive administrative tasks are eroding construction productivity. She stresses that technology must be tightly coupled to field workflows rather than adding layers of paperwork. Hohman walks through...
AI Native Businesses Are Soaring #shorts
The video highlights the rapid rise of AI‑native companies that are built from scratch on generative‑AI technology, and announces a forthcoming platform designed to help established firms adopt similar capabilities. These newcomers are achieving millions of dollars in revenue per employee...
Why Incumbents Will Fall: How to Build a Hyperadaptive AI-Native Organization #trailer #short
The video, featuring AI‑transformation author Melissa Reeve, argues that legacy giants will crumble unless they become hyper‑adaptive, AI‑native organizations. Reeve outlines a playbook that moves beyond conventional digital transformation to a model where artificial intelligence reshapes the operating structure itself. Speed...
What Makes AI Different Than Other Technologies? | Tristan Harris
Tristan Harris argues that artificial intelligence differs fundamentally from prior technologies because it is not built layer by layer through explicit code, but rather "grown" by feeding massive compute and data into neural networks. This shift transforms software from a...
SecTor 2025 | One Agent to Rule Them All: How One Malicious Agent Hijacks A2A System
The SecTor 2025 talk highlighted a growing security dilemma: multi‑agent generative‑AI systems, exemplified by Google’s A2A (Agent‑to‑Agent) protocol, can be weaponized by a single malicious agent that hijacks an entire automation ecosystem. The presenters, senior AI security researchers from Zenity...
🔴 Moving to Local LLMs, Selfhosting, and Arch Linux ARM Build
The creator outlined a shift to local LLMs and increased self-hosting, planning to run Gemma 4 locally via OLaMA to avoid rising cloud costs from services like GitHub Copilot. They’ve revived a stash of Orange Pi devices by reverse-engineering DTB...
What Happened Between OpenAI and Anthropic at the Pentagon?
The video examines the recent shift where OpenAI stepped in to fill a Pentagon AI contract after Anthropic was blacklisted for refusing unrestricted use. Anthropic's refusal to grant the Department of Defense blanket rights—no mass surveillance, no autonomous weapons—prompted the...
You Have to Build Data Quality Checks and Observability 🤖
AI-powered anomaly detection is emerging as a core component of modern data pipelines. These tools automatically identify irregularities, surface likely root causes, and reduce the time engineers spend debugging. By embedding observability directly into the data flow, organizations achieve higher...
"But OpenClaw Is Expensive..."
The video tackles the soaring expense of running OpenClaw entirely in the cloud, where some users spend over $10,000 a month on hosted models. It proposes a hybrid solution that offloads the bulk of workloads to open‑source models running locally...
How AI Swarms Weaponize Disinformation: Can It Be Stopped?
The video examines the emergence of AI swarms—large collections of autonomous agents powered by cheap, high‑performance large language models—that act as a new class of influence weapon. Researchers Daniel Tilo Schroeder and Yonas Kunst explain how these swarms move beyond traditional bot...
This Is Why You Should Make Family Passwords
The video highlights a growing threat: AI‑driven voice phishing scams that impersonate family members to extract money. Scammers clone voices from public videos, then call relatives with urgent, emotional pleas, prompting immediate wire transfers. Statistics underscore the danger: voice‑phishing attacks have...
His Own Ai Disagrees with Him 😳😳
The video introduces Alex, an internal AI coach built on Anthropic’s Claude model and fed with millions of words of the firm’s proprietary content. Unlike public chatbots, Alex has no internet connectivity and draws answers exclusively from this curated knowledge...
The Hidden Governance of AI and Other Threats to Democracy — Abigail Jacobs
Abigail Jacobs' lecture frames AI governance as a hidden measurement problem, arguing that the way we quantify concepts such as fairness, safety, or intelligence effectively decides how AI shapes everyday life. She shows that most AI metrics are implicit, embedded in...
Balancing Near Term ROI and Foundational AI Innovation
The panel examined whether an open‑source business model can thrive in pharma, weighing short‑term ROI against the need for foundational AI research. Participants debated contributions from insurers and employers, likening the model to IBM’s investment in Linux. Speakers highlighted that tools...
AI-Powered Autonomous Labs Underrated?
The discussion centered on a recent poll asking which AI trend will most transform drug discovery in the next three to five years. Multimodal models that integrate sequencing, molecular structure, and chemistry data captured the largest share at 41%, while...
How Federated Learning Could Bridge Pharma’s Data Divide
The video examines how federated learning can close the data gap that separates pharmaceutical companies from public chemical repositories. Each firm’s historical medicinal‑chemistry records are unique, and the industry lacks negative toxicology and bioactivity data, making local predictive models unreliable...
CFR Fellows' Book Launch Series: The Infinity Machine
The Council on Foreign Relations hosted a launch for Sebastian Mallaby’s new book, *The Infinity Machine*, chronicling the life of Demis Hassabis and his quest to build superintelligent AI through DeepMind. Mallaby, a seasoned author on finance and technology, frames Hassabis’s...
Everything You Know Is About to Collapse - David Friedberg
David Friedberg frames today’s AI surge as the latest chapter in a long history of existential anxieties—plagues, famine, and industrial revolutions—followed by transformative breakthroughs. He argues that while humans instinctively fear the unknown, the data shows longer lives, higher standards...
Practical AI Might Be the Future over Artificial General Intelligence #ai #tech #marketwatch
The video contrasts the industry’s fixation on artificial general intelligence with a call for practical, purpose‑fit AI solutions. The speaker argues that enterprises need tools that are reliable, predictable, and cost‑effective rather than systems that mimic human cognition. Key points include...
How I Automate 87% of My Content Creation With Claude Skills To Sign Clients
The video explains how a solo creator leverages Claude AI to automate 87% of his content workflow, turning a personal brand into a client‑acquisition engine. He stresses starting with manual proof‑of‑concept, then automating repeatable steps like market‑intelligence research, idea generation, thumbnail...
InsurTech NY: Scout Insurtech Reveals the AI Paradox
At InsurTech New York, Scout Insurtech’s founder argued that the insurance sector’s biggest challenge is not technology itself but the failure to build genuine relationships around it. He warned that AI will quickly automate many frontline functions—claims adjusters, call‑center agents—and that...
Why I’m Going ALL IN on AI in 2026 (and You Should Too)
The speaker announces a personal commitment to go “all‑in” on artificial intelligence in 2026, using the platform Martell Ventures to build an AI‑focused venture studio that aims to generate $25 billion in enterprise value. He argues that AI will disrupt every industry...
Full Hermes Agent Setup Tutorial: Step-by-Step Walkthrough
The video walks viewers through a complete end‑to‑end installation of the Hermes AI agent, a self‑learning chatbot that can integrate with Telegram, Discord, Slack and other tools. The presenter, Kalb, targets beginners and uses a one‑click VPS template from Hostinger...
AI Hacking, Billion Dollar Startups & The Future of Marketing! #shorts
The video discusses how AI is reshaping both the cyber‑threat landscape and business models, highlighting AI‑driven hacker farms and a two‑person startup that allegedly generated $1.8 billion in GLP‑1 sales. It warns that security investments have lagged behind AI capabilities, noting that...
AI, Justice and the Rule of Law #ai #justice #law
The UNESCO‑Oxford initiative launches a free, globally accessible course aimed at judges and justice‑sector professionals confronting the rapid rise of artificial intelligence in the courtroom. Building on twelve years of collaboration with over 38,000 judges across 160 nations, the...
Behind the Numbers: Is AI Accelerating the Brain Drain?
The discussion centers on how artificial intelligence is reshaping the accounting talent pipeline, potentially accelerating the profession’s long‑standing brain drain. Panelists examined AI’s immediate impact on audit teams, noting a slowdown in junior hiring as firms reassess required skill sets...
What’s New in Gemma 4?
Google DeepMind unveiled Gemma 4, the latest open‑source family of large language models, now available under an Apache 2.0 license. The announcement emphasizes that the models can run directly on user‑owned hardware—smartphones, laptops, desktops, and even IoT devices—eliminating the need to send...
AI Observability: Everything Is Unpredictable
The video explains that generative‑AI systems are fundamentally unpredictable—user prompts, model reasoning, and final answers can vary each run, making conventional monitoring inadequate. It argues that organizations must adopt AI‑specific observability to gain visibility into every step of an agentic...
Robbie Williams on AI: "A Hit Came Out in My Voice...It's Over"
Robbie Williams uses a recent AI demo to illustrate how synthetic voice technology can produce a chart‑ready track in seconds, prompting him to declare, “it’s over.” The pop star recounts a friend’s prototype that, after a few prompts, generated a...
AI Agents Are Changing How We Work #shorts
The video explains how AI agents are replacing the traditional “human motion” model—where progress depends on a person’s direct action—with an “agentic motion” model in which autonomous loops run continuously. These loops handle repetitive, busy‑work tasks around the clock, leveraging advanced...
The Real Issue Isn’t AI Itself; It’s How You Choose to Use It.
The video argues that the real challenge isn’t artificial intelligence itself but the way marketers choose to wield it. AI should be viewed as a productivity accelerator, not a substitute for human imagination, and creators must guard against the temptation...
How LLM API Calls Actually Work (OpenAI SDK vs Raw HTTP)
The video demystifies the mechanics behind calling large language models, contrasting the low‑level HTTP workflow with OpenAI’s Python SDK. When a user types a prompt, the client packages it, sends it to OpenAI’s servers, and the model emits tokens one at...
Build an AI Service Biz
The video outlines a blueprint for launching an AI‑service business that helps local small‑business owners automate repetitive tasks. Rather than selling AI as a vague concept, the presenter advises entrepreneurs to first ask owners about their biggest bottleneck—whether it’s a...
Cybertruck FSD v14.3 First Impressions Drive
The video is a first‑impression drive of the Tesla Cybertruck running Full Self‑Driving version 14.3, highlighting how the new software behaves on a typical Sunday morning route. The narrator notes a larger driver‑monitoring window that triggers an “attention required” alert when...
Tutorial: Powering Agentic Inference with @SambaNovaSystems | Agentic AI Conference
The tutorial highlighted SambaNova’s strategy for solving the "agentic inference" infrastructure crisis by showcasing its end‑to‑end stack—from custom SM50 silicon to cloud‑run deployments. Quasian Koma, director of AI solutions engineering, explained how the company’s full‑stack platform combines low‑power racks, high‑throughput...
Using ChatGPT to Train for the Paris Marathon
The video follows a former marathon runner who, after a disastrous Marine Corps Marathon ten years ago, decides to tackle the Paris Marathon using ChatGPT as a virtual coach. Living in San Francisco, the AI hub, he is motivated by...
The AI Upskill Most Teams Are Overlooking | Gartner CIO Leadership Forum
The Gartner CIO Leadership Forum session highlighted that the most valuable AI upskill today isn’t a new programming language but human‑first soft skills. Analyst Mandi Bishop argued that critical thinking, judgment, contextual awareness and healthy skepticism are the differentiators between...
