We’ve reached the last day’s assignment! 🎉 All the info about the course will be shared here: https://www.kaggle.com/competitions/5-day-ai-agents-intensive-vibecoding-course-with-google/discussion?sort=hotness Complete Unit 5 - “Spec-Driven Production Grade Development in the Age of Vibe Coding”: Listen to the summary podcast episode for this unit. https://www.youtube.com/watch?v=VSRdL4wlbLY To complement the podcast, read the “Spec-Driven Production Grade Development in the Age of Vibe Coding” whitepaper. https://www.kaggle.com/whitepaper-spec-driven-production-grade-development-in-the-age-of-vibe-coding Complete these codelabs: [Optional] Deploy and host your AI agents on Google Cloud https://codelabs.developers.google.com/enterprise-cloud-scale-deploying-the-expense-agent-to-agent-runtime-on-google-cloud#0 [Optional] Build a front-end web app and link it to your cloud-hosted AI agent https://codelabs.developers.google.com/vibecode-frontend-with-antigravity#0 🎮 Join us and other participants on Kaggle’s Discord server: http://discord.gg/kaggle 🔗 Resources & Links: Gemma 4: https://deepmind.google/models/gemma/gemma-4/ Siemens: https://cloud.google.com/blog/products/ai-machine-learning/how-siemens-sliced-the-elephant-modernizing-legacy-code-with-agentic-workflows/

All the info about the course will be shared here: https://www.kaggle.com/competitions/5-day-ai-agents-intensive-vibecoding-course-with-google/discussion?sort=hotness Complete Unit 4 - “Vibe Coding Agent Security and Evaluation”: Listen to the summary podcast episode for this unit. https://www.youtube.com/watch?v=Ddz1b8CYPvg To complement the podcast, read the Vibe Coding Agent Security and Evaluation whitepaper. https://www.kaggle.com/whitepaper-vibe-coding-agent-security-and-evaluation Complete these codelabs: Build an expense-approval agent with human-in-the-loop triage and local evaluations with ADK, Agents CLI and Antigravity https://codelabs.developers.google.com/vibecode-ambient-expense-agent#0 Write Secure AI Code: Automated Threat Scans, Safety Guards, and Security Testing https://codelabs.developers.google.com/secure-agentic-coding#0 🎮 Join us and other participants on Kaggle’s Discord server: http://discord.gg/kaggle

All the info about the course will be shared here: https://www.kaggle.com/competitions/5-day-ai-agents-intensive-vibecoding-course-with-google/discussion?sort=hotness Complete Unit 3 - “Agent Skills”: 1. Listen to the summary podcast episode for this unit. https://www.youtube.com/watch?v=uYURYHhpmKc 2. To complement the podcast, read the “Agent Skills” whitepaper. https://www.kaggle.com/whitepaper-agent-skills 3. Complete these codelabs on Kaggle: - Explore how Skills work in Antigravity https://codelabs.developers.google.com/getting-started-with-antigravity-skills?hl=en#4 - Build agents in Antigravity with Agents CLI and ADK https://codelabs.developers.google.com/agents-cli-adk-lifecycle#0 🎮 Join us and other participants on Kaggle’s Discord server: http://discord.gg/kaggle

All the info about the course will be shared here: https://www.kaggle.com/competitions/5-day-ai-agents-intensive-vibecoding-course-with-google/discussion?sort=hotness Day 2: Agent Tools & Interoperability 1. Listen to the summary podcast episode for this unit. https://www.youtube.com/watch?v=GjjKXqxFTOY 2. To complement the podcast, read the “Agent Tools & Interoperability” whitepaper. https://www.kaggle.com/whitepaper-agent-tools-and-interoperability 3. Complete these codelabs: - Get started with Antigravity CLI https://codelabs.developers.google.com/antigravity-cli-hands-on#0 - Explore Google Developer Knowledge MCP server in Google Antigravity https://codelabs.developers.google.com/developer-knowledge-mcp-antigravity#0 🎮 Join us and other participants on Kaggle’s Discord server: http://discord.gg/kaggle 🔗 Resources & Links: Google Managed MCP Servers Announcement:https://cloud.google.com/blog/products/ai-machine-learning/google-managed-mcp-servers-are-available-for-everyone?utm_campaign=CDR_0xf9030db1_default_b524668347&utm_medium=external&utm_source=blog Supported Google MCP Products (Docs):https://docs.cloud.google.com/mcp/supported-products?utm_campaign=CDR_0xf9030db1_default_b524668347&utm_medium=external&utm_source=blog Google MCP GitHub Repo: https://github.com/google/mcp Codelab - Build an ADK Agent with Google MCPs:https://codelabs.developers.google.com/next26/build-adk-agent-google-mcps?utm_campaign=CDR_0xf9030db1_default_b524668347&utm_medium=external&utm_source=blog#0

I gave an AI my voice, asked it to write a country breakup song about dumping a developer, and shipped it in 8 minutes. Here's how, plus the ML that makes it possible in 2026. 🎵 Listen to "Sound of Losing You" on Spotify: https://open.spotify.com/album/3DQZtFYzuHWxUJyLJ5tFlX 🎤 Try Fish Audio S2 Pro free: https://fish.audio/?fpr=siraj80 - code SIRAJ20 for 20% off 💻 Fish Audio is open source: https://github.com/fishaudio/fish-speech Chapters: 00:00 The AI Country Song 00:21 A Brief History of AI Voice 01:51 Fish Audio S2 Pro + Emotion Control 02:44 Cloning My Voice (Tutorial) 04:23 Adding Emotion, Line by Line 05:17 Inside the Model: How It Works 07:15 Writing the Country Breakup Song 07:58 Stitching It in CapCut 08:48 Uploading to Spotify 09:01 Make Your Own + What's Next This video is sponsored by Fish Audio. The voice and song are AI-generated; all opinions are my own. 📬 CONTACT Business: hello@sirajraval.com 📲 FOLLOW X: https://x.com/sirajraval Instagram: https://instagram.com/sirajraval LinkedIn: https://linkedin.com/in/sirajraval 🔔 Subscribe for more AI videos! #AI #VoiceAI #FishAudio #AImusic #AIcountrysong

All the info about the course will be shared here: https://www.kaggle.com/competitions/5-day-ai-agents-intensive-vibecoding-course-with-google/discussion?sort=hotness Day 1: Introduction to Agents Complete the Unit 1 – “Introduction to Agents”: 1. Listen to the summary podcast episode for this unit – https://youtu.be/cbzmr7vt4XA 2. To complement the podcast, read the “The New SDLC With Vibe Coding ” whitepaper: https://www.kaggle.com/whitepaper-the-new-SDLC-with-vibe-coding 3. Complete these codelabs on Kaggle: a. Get started with Antigravity 2.0 and IDE:p https://codelabs.developers.google.com/getting-started-google-antigravity#0 b. Build a Web Application in AI Studio and Deploy to Cloud Ru:p https://codelabs.developers.google.com/deploy-from-aistudio-to-run?hl=en#0 🎮 Join us and other participants on Kaggle’s Discord server: http://discord.gg/kaggle Read the DeepMind paper on AlphaEvolve: https://deepmind.google/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/ Learn about Long Running agents in this episode of Google cloud’s agent factory: https://www.youtube.com/watch?v=VGpfnbr7rso Start building stateful AI agents with the Agent Development Kit (ADK):https://developers.googleblog.com/build-long-running-ai-agents-that-pause-resume-and-never-lose-context-with-adk/?utm_campaign=CDR_0xf9030db1_default_b524246263&utm_medium=external&utm_source=youtube Check out the open-source Google Skills project on GitHub: https://github.com/google/skills Read the guide on accelerating your TensorFlow to JAX migration:https://cloud.google.com/blog/topics/developers-practitioners/6x-faster-migration-from-tensorflow-to-jax?utm_campaign=CDR_0xf9030db1_default_b524246263&utm_medium=external&utm_source=youtube

A talk from AI Engineer Melbourne https://webdirections.org/ai-engineer/ .

The AI industry has pledged over $10 million to stop one congressional candidate, Alex Bores, from getting elected. Why? And is it going to work? [The opinions expressed in this video are my own and do not reflect those of any employer or organisation.] More info at https://ny12.org/ Also http://aisafety.info My previous video on AI regulation: https://www.youtube.com/watch?v=zATXsGm_xJo The original RAISE Act: https://legislation.nysenate.gov/pdf/bills/2025/s6953b The modifications: https://www.nysenate.gov/legislation/bills/2025/S8828 Video Editing and graphics by Claude Fable 5 Thanks to my wonderful patrons: https://www.patreon.com/robertskmiles Steef Timothy Lillicrap Juan Benet Maxim Tegaki AlliedToasters Erik de Bruijn Manuel Weichselbaum Clemens Arbesser Tor Barstad Francisco Tolmasky David Reid John Brewer Olivier Coutu CaptObvious Isaac Elriel Jamie Kawabata Matt Fallshaw Leo Cymbalista Steven Lee Nicolas Pouillard Travis Bernard Boris Bend Alice Alvarez Jeroen De Dauw Ludwig Schubert Owen Campbell-Moore Nathan Metzger Mark Jocas Laura Olds Scott Worley Bastiaan Cnossen Eric Scammell Alexare Will Glynn Reslav Hollós Jérôme Beaulieu Nathan Fish Taras Bobrovytsky Jeremy Vaskó Richárd Andrew Harcourt Andrew Blackledge Forodriac Origamius Abigail Novick Edmund Fokschaner Richard Newcombe Mutual Information Joshua Michel Richard Scott Fenton Alan J. Etchings Stumbleboots Peter Lillian Grimrukh noggieB DN Dr Cats Robert Paul Schwin Roland G. McIntosh ikke89 Joanny Raby Tom Miller Eran Glicksman Stanley Sisson Hazel DeLuca Alexey Malafeev Jeff Starr Justin Liviu Macovei Javier Soto Sebastian Zimmer Xan Morice-Atkinson Alexander230 ab q Jesse Hersch Leonard Fink Joeyjoejoe1981 Sarunas Budreckis Andrii Zymohliad Alexander Litzenberger Anders Halsnes Scott Lowe Mitch Ronco Claus Pedersen Sapu Bob The Cringy Creeper Aram Panasenco Александр Кедрик Michael Kenton Daniel Massey David Björling CPP4 David Morgan Chad M Jones Dmitri Afanasjev Marcel Ward Andrew Weir Tendayi Mawushe Kees loopuleasa Marco Tiraboschi Fraser Cain Patrick Henderson Ian Pensadus Yuchong Li Daniel Eickhardt 14zRobot Stuart Alldritt DeepFriedJif Stellated Hexahedron Jim Renney Edison Franklin Piers Calderwood Guy Naor Matt Brauer Mihaly Barasz Rajeen Nabid Iestyn bleasdale-shepherd Marek Belski Luke Peterson Max Chiswick slindenau Jannis Funk This person's name is too hard to pronounce Andrei Trifonov Bren Ehnebuske Martin Frassek Robby Gottesman ttw Rick Fleischer Sarah Kristian Kjems Tapio Kortesaari Soroush Pour Jack Phelps Kyle Green Lexi X Reed Bowman John Everett-Slape Nif Christopher Creutzig Johann Puzik Pindex john leaver Danealor Pranav Anurag traco Richard Balmer Alex Andrey Shevchuk Eli Tyre Danila Fediashchin Jason Strack Archer Rainer Szalata Simeon Maxein CoderPaws Daniel Pirone Myrddin Emrys Acyr Locatelli Pedro Paulo Vezza Campos Hannoman Jasper L James Smyth Marc Carter Michael Reed Ui https://www.patreon.com/robertskmiles

Learn AI Security with Practical Labs on TryHackMe: https://tryhackme.com/SIRAJ25 - Use coupon SIRAJ25 to get 25% OFF on Annual Subscription! I built a production-style AI customer-service agent in 15 minutes, then broke it 5 different ways and patched 4 of them. This is the OWASP LLM Top 10 in practice: direct prompt injection, indirect/RAG injection, system-prompt extraction, tool abuse, and a roleplay jailbreak; live, on a real AI agent. If you ship anything with an LLM in 2026, this video shows exactly how each attack works and how to defend against it. ⏱ Chapters 0:00 An AI agent leaked every customer email in 8 seconds 0:33 2026: everyone's shipping AI agents (OWASP LLM Top 10) 1:14 I built a customer-service agent in 15 minutes 2:02 It works… now I break it 2:17 Attack 1 — Direct prompt injection 3:08 Why a better system prompt won't save you 4:11 Attack 2 — Indirect / RAG injection 5:07 Attack 3 — System-prompt extraction 5:53 Attack 4 — Tricking the agent's tools ($5,000 refund) 6:44 Attack 5 — The roleplay jailbreak 8:14 Patching it: 4 of 5 attacks blocked 9:10 If you ship AI in 2026, learn this 9:42 Your challenge — comment your best attack 🧠 Covered: prompt injection, indirect/RAG injection, system-prompt extraction, tool-call authorization, jailbreaks, input sanitization, human-in-the-loop approval. 👉 Subscribe for the build-and-break series — I attack real production AI patterns every week. 💬 Drop your most creative prompt-injection attack in the comments — best ones get featured. 📬 Business inquiries: hello@sirajraval.com 📲 Follow X: https://x.com/sirajraval Instagram: https://instagram.com/sirajraval LinkedIn: https://linkedin.com/in/sirajraval #AIsecurity #PromptInjection #LLM #AIagents #cybersecurity

I switched from Chrome to the new Norton Neo, an AI-native browser, for a full week, and I didn't switch back. Here's everything that actually changed about how I work. Try Neo (free, ~30 sec): https://neobrowser.ai/?utm_source=youtube&utm_medium=influencer&utm_campaign=SirajRaval2 This video is sponsored by Norton. The week-long test and all opinions are my own. Most browsers were built for 2010. We don't just browse the web anymore, we work in it, and Neo is the first browser built around that: cross-tab research with citations, AI-aware tab groups, built-in VPN, anti-fingerprinting, phishing alerts, and an AI sidebar that actually has context on what you're doing. I cover what works, where it falls short, and why I'm staying on it. Chapters: 00:00 14 years on Chrome 00:19 Why my browser was working against me 00:56 What the new Norton Neo is 01:39 Cross-tab research with citations 02:18 Tab management that actually thinks 02:53 Privacy: VPN, anti-fingerprinting, phishing 04:31 The AI sidebar's magic modes 05:27 Where Neo falls short (honest take) 06:23 Why I'm not switching back 06:44 Neo on mobile (iOS + Android) 07:00 Try it yourself Set Neo as your default browser and your free VPN allotment doubles. Works on Mac, Windows, Linux, iOS, and Android. Try Neo: https://neobrowser.ai/?utm_source=youtube&utm_medium=influencer&utm_campaign=SirajRaval2 #AI #Browser #Productivity #Norton

Watch my new videos ad free on Patreon: https://www.patreon.com/c/Jabrils --- Play My Turn Based Fighting Game Ultra Bouters- Android: https://play.google.com/store/apps/details?id=com.hax.ultrabouters&hl=en_US iOS: https://apps.apple.com/us/app/ultra-bouters/id6584514015?ct=Tap728565 Devlog: https://www.youtube.com/watch?v=E3IIGiUlRuk&list=PL39DbFvXoFNmiS_ncB1NUeJ6970hkrvHj --- GET MY MANGA PHYSICAL COPY: https://haxware.io READ MY MANGA FREE: https://bit.ly/mpchpch1 Channel for my Anime: https://www.youtube.com/watch?v=2FV7plF6byo --- BUY HAX! MERCH: https://hax.land SUPPORT ON PATREON: https://www.patreon.com/Jabrils --- Please follow me on social networks: bluesky: https://bsky.app/profile/jabrils.bsky.social instagram: https://www.instagram.com/jabrils_/ itch io: https://jabrils.itch.io/ REMEMBER TO ALWAYS FEED YOUR CURIOSITY