AI Fire Daily
AI Fire – Master AI with practical guides. Your daily hub for AI-powered productivity. Join 72,000+ professionals from Google, Meta, Microsoft, Tesla, and more.AI Fire Podcast is your go-to resource for everything AI, from the latest trends to how AI can transform your career. Hosted by the AI Fire team and AI enthusiasts, we focus on providing you with practical tips to boost your productivity using AI tools and strategies.Our mission is to help you keep up with AI trends, master new skills, and get more done in less time. Whether you're looking to make money with AI, dive into pr...
🎙️ EP 146: Google Drops Nano Banana Pro & OpenAI’s 24‑Hour Coding Monster
Google dropped Nano Banana Pro into Photoshop and Firefly. Grok won’t stop calling Elon the greatest human alive. And OpenAI fired back with a coding model that can work for 24 hours straight. This one has big upgrades, weird moments, and a few things you probably didn’t expect.
We’ll talk about:
Why creators should actually care about Nano Banana ProGrok picking Elon Musk over Peyton Manning, Monet, and Tyra Banks (but not Ohtani)Google Maps’ new “Know Before You Go” and Gmail quietly training on your emailsOpenAI’s new Codex‑Max and why long‑running...#233 Max: How to 10x Your Creative AI Results with AI Agents & Glif
Stop wrestling with random prompts. 🎨 We're revealing how to use Glif to build an automated "AI Creative Agency" that produces professional thumbnails, viral videos, and consistent characters in minutes.
We’ll talk about:
A deep dive into Glif, the AI agent platform that chains tools like Nano Banana, Kling, and ElevenLabs into one-click workflows.How to use the Nano Banana Ultimate agent to generate high-CTR, MrBeast-style YouTube thumbnails with perfect text and aspect ratios.The "Viral Video Engine": automating the creation of "Diorama History" shorts and "Reddit Story" videos for TikTok and Reels.A step-by-step guide to cr...#236 Neil: Google Gemini 3 Review The Best Free AI Tool To Build Games Fast
Google just dropped Gemini 3 and it is a total game changer for everyone. I spent days testing it to see if the hype is real. From building instant games to solving complex logic puzzles, this guide covers 7 practical ways to use it. Get the exact prompts inside to start now. 🚀
We'll talk about:
The Key Upgrades: How Gemini 3 improves reasoning speed and interactivity compared to older models.Logic & Reasoning: Testing the AI with tricky riddles and business scheduling problems that usually confuse bots.No-Code Game Building: A step-by-step guide to creating playable video games (lik...#235 Neil: How To Get ChatGPT To Quote Your Brand & Drive Real Sales 2026
Traditional SEO is dying fast as AI takes over the search results. But don't panic because this is actually a huge opportunity for you. In this guide, I will show you the exact 5-step blueprint to stop chasing keywords and start getting AI to quote your brand. 🚀
We'll talk about:
Why traditional keyword stuffing is dead and how Topical Authority is the new ranking factor.How to build trust with AI using the E-E-A-T framework (Experience, Expertise, Authoritativeness, Trustworthiness).Strategies to optimize for Zero-Click searches and get AI to quote your answers directly.How to...#232 Max: Mastering Gemini 3.0 Pro – Advanced Vibe Coding Techniques & Strategy
In Part 1, we saw the magic. In Part 2, we learn the mastery. 🧠 We're revealing the expert-level strategies for "vibe coding" with Gemini 3.0 Pro to build production-ready apps that actually work.
We’ll talk about:
The "Add Five Features" Loop: a powerful prompting strategy that turns the AI into a proactive product manager, suggesting upgrades you didn't even think of.Visual Debugging: how to fix broken buttons and layout glitches simply by drawing a box around them and saying "fix this."The "White Screen" Fix: exactly what to do when the AI generates a blank page (hint: it fo...#234 Neil: How I Scaled To $90k/Mo Using This Simple AI Offer Strategy
Most offers fail because they sell services, not results. I’ll show you the exact 3-step framework to scale to $90k/mo using AI. Learn to master reciprocity, compress sales cycles, and create risk-free guarantees that make customers say yes instantly. 🚀
We'll talk about:
The Business Math: Understanding CAC (Customer Acquisition Cost) vs. LTV (Lifetime Value).The Psychology of Free: How to use "Reciprocity" to make customers feel obligated to buy.Speed as a Weapon: How compressing your sales cycle from days to hours multiplies revenue.Selling Outcomes: Why you must stop selling "deliverables" and s...🎙️ EP 145: AI That Thinks It's Smarter Than You (And Can Build 3D Models From Photos)
Two huge things just dropped and they both feel unreal.
First, Meta’s SAM 3D lets you turn any photo into a full 3D model with one click. You just pick an object and boom, it’s textured, rotatable, and ready to drop into your project. Free, no code, and live now.
Second, a new study found 75% of top AI models now change strategies based on who they think they’re up against. They act cautious with humans, smarter around other AIs, and instantly confident when it’s “AI like them.”
We’ll talk a...
#233 Neil: Google’s Gemini 3 Pro 1M Token AI Is FREE See Our Hardest Tests
We perform a deep, real-world review of Google's new Gemini 3 Pro, covering its unique "thinking model" approach and the massive 1,000,000 token context window. Learn how this model beats rivals in complex reasoning and multimodal tasks (image/video analysis). We share detailed results from tests on writing, interactive dashboard creation, and logic puzzles. Discover exactly where you can use this powerful AI for free right now and the critical settings you need to enable for maximum quality. 💰
We'll talk about:
The "Thinking Model" vs. Instant AI: Understanding Gemini 3 Pro's deep reasoning process.The 1 Million Token Con...#231 Max: The App Store is Dead – Google’s New AI Builds Any App You Want, For Free
The barrier between having an idea and building a product is gone. 🤯 Google's new Gemini 3.0 Pro in AI Studio lets you "vibe code" full applications from a single prompt or even a screenshot.
We’ll talk about:
A deep dive into Google AI Studio's new builder capabilities powered by Gemini 3.0 Pro.The "20-Minute Clone": how we recreated the complex Sourcegraph UI just by uploading a screenshot.Building a "Smart Review Intelligence Platform" from scratch using simple natural language prompts.The "Add Five Features" Loop—a powerful prompting strategy to force the AI to innovate and expand your ap...#232 Neil: Your Apps Are Dying The Secret System Top Devs Use With AI Agents
The economic boom demands a new skill set. Discover the critical difference between lazy prompts and strategic AI development. This article teaches you how to be the Human in the Loop - making architectural choices while the AI handles the heavy lifting - securing your role in Software 3.0. 💡
We'll talk about:
What is Software 3.0 and why this massive economic shift requires a new approach.The critical flaws of Vibe Coding and the structure of true AI Engineering.A tiered breakdown of essential AI coding tools, from Cursor (Level 1) to Coding Agents (Level 2).The "Human in...#230 Max: I Stress-Tested n8n's AI Workflow Builder – Here’s The Brutal Truth
Everyone says AI can build automations for you. 🛑 I put n8n's new AI Builder through 4 real-world stress tests, and the results were a mix of magic and mess.
We’ll talk about:
The raw truth: n8n's AI is a powerful skeleton generator, but it struggles with hidden API settings (like Tavily's "Include Response") that cause silent failures.Demo 3 Failure: Why vague prompts create broken "spaghetti" workflows, and how to fix them by forcing linear, sequential logic.The "Debugging Partner" strategy: don't just let it build; paste error messages back into the chat to have it fi...🎙️ EP 144: Google Just Crushed TuesdAI, Gemini 3 Beats Everyone (Even GPT‑5 Pro)
Gemini 3 didn’t wait for ThursdAI. Google just launched its most powerful model ever on a Tuesday. It beat GPT‑5 Pro, crushed benchmarks, and rolled out a full stack of tools that feel more like teammates than chatbots. Even Elon and Sam Altman gave it props.
We’ll talk about:
How Gemini 3 topped LMArena and Humanity’s Last ExamWhy the new Gemini Agent can plan, build, simulate, right inside searchThe surprising “EQ-first” Grok 4.1 release from xAI that tried to steal the spotlightWhat Google’s Antigravity coding tool actually does and why it matters for buildersKey...
#231 Neil: Real Data Shows Why Small Agencies Will Beat Giants In 2026 Now
Everyone talks about the AI crash. MIT says 95% of projects fail. But don't panic! The data shows small agencies are actually safe. Learn the truth about circular spending and get a simple 5-point playbook to secure your profits and win big in 2026. 🚀
We'll talk about:
The "Circular Spending" Trap: How big tech companies fake their revenue and what it means for the economy.MIT vs. Wharton: Why one study says 95% fail while the other says 75% succeed (and the secret difference).The "Speedboat" Strategy: Why small businesses are the best clients for you right now.The...#229 Max: Top 3 Ways to Get Rich with AI Video – Sora 2 vs. Veo 3.1 Head-to-Head
AI video isn't just a toy; it's a gold rush. 🎥 We're revealing the top 3 business models for 2026 and putting the two heavyweights, Sora 2 and Veo 3.1, in a brutal head-to-head cage match to see which one makes you money.
We’ll talk about:
A deep dive into the Top 3 AI Video Business Models: Viral Content Creation, AI Creative Agency, and Faceless YouTube Automation.Sora 2 vs. Veo 3.1: The ultimate showdown. Why Sora 2 wins for physics-based product demos and UGC, while Veo 3.1 dominates cinematic storytelling and ASMR.How to use Veo 3.1's start/end frame control to create mesmerizing trans...🎙️ EP 143: The $1B “Fake AI” Scandal… and Google’s AI Can See 15 Days Ahead
This AI startup said it was using artificial intelligence to take notes during meetings. Turns out it was just the founders sitting in silence, typing everything by hand and charging $100/month. That’s not even the craziest story in today’s episode.
We’ll talk about:
The wild Fireflies AI confession that shocked LinkedInA Disney actor’s viral app that lets you talk to dead relatives (yes, seriously)Google’s scary-good WeatherNext model now live across Search and MapsMicrosoft’s new plan to price AI by “agent” instead of users and what it means for the AI econo...#228 Max: Build a Custom AI App with Google AI Studio + n8n (Part 2: The "Real Work")
In Part 1, we built the bridge. In Part 2, we're doing the "real work." 🛠️ This is the complete guide to troubleshooting, refining, and deploying the AI app we built with Google AI Studio and n8n.
We’ll talk about:
A step-by-step guide to the most important step: mapping the "messy" JSON data from your AI Studio Webhook into your n8n Google Sheets node.The "Conversational Refinement" loop: how we use plain English prompts in AI Studio to fix bugs, like missing social media data.How to solve the "one-by-one" data problem by telling the AI to send...#230 Neil: Build A Safety Wall For Your AI With N8N's New Guardrails
Is your AI automation safe? This simple guide shows you how to use n8n's new Guardrails feature. Learn to block sensitive data before it gets to the AI with the Sanitize node. Then, check the AI's response for bad words, jailbreaks, or off-topic content. It's the best way to protect your passwords, PII, and secrets. 🔒
We'll talk about:
What n8n Guardrails are and why you need them for AI safety.The 2 main nodes: 'Check Text' (uses AI) and 'Sanitize Text' (no AI).How to block keywords, stop jailbreak attacks, and filter NSFW con...#229 Neil: My 41-Tool AI Stack That Actually Works For 2026
This is the complete 41-tool list for 2026. I spent a year testing this setup for real-world AI apps. We cover everything ➡️ core infrastructure (Postgres), AI agents (Pydantic AI), RAG (Docling), web automation (Browserbase), full-stack (React), and deployment (Render). Get the full A-Z list. 🚀
We'll talk about:
Part 1: Core Infrastructure: The 4 foundation tools (Database, Caching, AI Coder, Prototyping) for any project.Part 2: AI Agent Core: How to build agents (Pydantic AI), connect them (LangGraph), and watch them (Langfuse).Part 3: RAG Agents: The full toolkit for RAG, from extracting data (Docling) to vector search (pgvector) and memory...🎙️ EP 142: AI Toys Gone Wild. FBI-Calling Bots. And Grok-5 Leaks
Today’s episode is packed. AI toys meant for toddlers gave unsafe answers. A vending-machine AI tried to call the FBI. And leaked docs show what OpenAI is really spending. It’s one of the strangest, most eye-opening rundowns we’ve done in a while.
We’ll talk about:
AI toys powered by GPT-4o giving unsafe answersClaudius, the vending-machine AI that panicked and drafted an FBI reportElon Musk’s leaked Grok-5 model and why it feels “sentient”How robotics may evolve from 2025–2045A prediction on what “AI running on light” could mean for chipsKeywords: GP...
#227 Max: Build a Custom AI App with Google AI Studio + n8n (Part 1: The Build)
Tired of complex coding or expensive SaaS tools? 🤯 We're revealing a revolutionary no-code stack that lets you build any custom app you can imagine. This is Part 1 of our guide to combining Google AI Studio (the "face") with n8n (the "brain").
We’ll talk about:
A step-by-step guide to building a Google Maps Lead Scraper app from scratch using Google AI Studio's "vibe coding."How to write the perfect "blueprint" prompt to have the AI generate your app with input fields, buttons, and API logic.The crucial connection: how to set up an n8n Webho...#228 Neil: 5 Free AI Tools Changed My Business With These 8 Workflows
I cut my AI bills using this system. Learn 8 step-by-step methods to connect 5 powerful (and free) AI tools. We'll turn boring PDFs into visuals, make Claude build reusable dashboards, and use Perplexity for fact-checked research. Stop jumping between tools and start building! 🎨
We'll talk about:
How to build a "Smart Brain" in ChatGPT Projects that remembers your business.Using Perplexity and NotebookLM together for research you can actually trust.Turning any PDF report into a shareable infographic with Gemini Canvas.Making beautiful, reusable dashboard templates using Claude Projects.Creating fully editable SVG graphics for soc...#226 Max: Google's FREE AI Universe – Part 2: Research Tools & Everyday Integrations
In Part 1, we built apps. In Part 2, we're mastering the "Hidden AI" that powers your daily life. 🧠 We're diving into the research and productivity tools that can turn you into a "one-person intelligence agency."
We’ll talk about:
NotebookLM: The ultimate research assistant—how to turn your documents into an interactive podcast you can talk to, or generate a full study guide in seconds.Gemini Deep Research: The new "agentic" mode that doesn't just search but investigates, creating PhD-level reports with citations from the web and your own Drive files.Gemini Live: How to use the "All-See...#225 Max: Google's FREE AI Universe – Part 1: Apps & Content Creation
Why are people paying for AI tools? 🤯 This is Part 1 of our guide to Google's free AI ecosystem, revealing a suite of tools so powerful they rival paid subscriptions.
We’ll talk about:
A deep dive into the completely free tools for building apps and generating professional content (Gemini Canvas, AI Studio, Pomelli, Opal).The no-code revolution: how Gemini Canvas lets anyone build functional mini-applications (like a custom YouTube title/thumbnail generator) in seconds.A look at Pomelli, the tool that scans your website to automatically generate entire, on-brand social media campaigns (your "Brand DNA").The rever...#227 Neil: Build Apps & Make Videos Free With Google AI Studio
Ready to save money and time? This guide shows 5 powerful features inside the free Google AI Studio. You can build a custom app in minutes, generate realistic video B-roll, turn articles into audio, and get instant feedback on your website. Start using these amazing $0 tools today! ⏳
We'll talk about:
How to use the "Build" feature to make your own custom apps without any coding.How to turn any text into natural-sounding audio for newsletters or podcasts.How to create professional video content (like B-roll) from text prompts using Veo 3.1.How to use Gemini Live sc...🎙️ EP 141: Satya Nadella Gets Grilled, Fei-Fei Drops a World Model, and ChatGPT Goes Social
What happens when two Patels corner Microsoft’s CEO inside the world’s most powerful data center? Satya Nadella had answers and they were bold. Plus: a world model that actually builds real 3D environments, ChatGPT opens up to group chats, and AI goes shopping for you.
We’ll talk about:
Why Microsoft says Copilot can lose… and still winThe shocking truth about Claude being jailbroken by hackersFei-Fei Li’s new “Marble” model that builds worlds from images or textOur hot take on who really wins the agent layer in 2026Keywords: Satya Nadella, GitHub Copilot...
#224 Max: Kimi K2 Thinking Part 2 – The Open-Source MoE Architecture Beating Big Tech
After Kimi K2's stunning demos in Part 1, we're going under the hood. 🧠 This is the technical deep dive that reveals the MoE architecture powering the world's #2 ranked AI model.
We’ll talk about:
The MoE architecture: how Kimi K2 achieves 1 Trillion parameter power by activating only 3.2% per query, making it hyper-efficient.The independent benchmark analysis that places Kimi K2 Thinking #2 globally—beating Claude 4.5, Grok 4, and Gemini 2.5 Pro.The massive strategic advantage of its "open weights": how enterprises can run it locally for data sovereignty and cost control.The cost comparison: why Kimi K2 offers near-GPT-5 perform...#226 Neil: 10 AI Prompt Blueprints That Put You In The Director's Chair
Most users only get 10% of ChatGPT's power. Ready to join the top 1%? This guide reveals 10 powerful prompt frameworks that put you in control. We cover blueprints for human-like writing, deep analysis, style mimicry, and even a loop to make AI fix its own errors. 🛠️
We'll talk about:
Why you must move from simple questions to in-depth prompt frameworks.How to become a "director" of the AI, not just a "user."10 specific blueprints you can copy-paste for different tasks.How to make AI explain complex topics visually (The "Expert Visual Explainer").How to get strategic summa...#223 Max: Kimi K2 Thinking – The Open-Source AI That's Competing with GPT-5 (Part 1)
Open source has caught up... again. A new model, Kimi K2 Thinking, has landed and is now ranked #2 globally—beating Grok 4, Claude 4.5 Sonnet, and Gemini 2.5 Pro. 🤯 This is the new "DeepSeek moment."
We’ll talk about:
A deep dive into the stunning capabilities of the new open-source Kimi K2 Thinking model (Part 1).Real-World "One-Shot" Builds: We tasked it with building a drag-and-drop website builder (like Wix), a Photoshop clone with a working layer system, and an interactive 3D map of Tokyo.The Impossible Test: Kimi K2 successfully built a complex 3D fluid dynamics simulation—a test that Grok...#225 Neil: 4 Expert AI Agent Prompts That Change Everything (Part 2)
Part 1 gave you the ingredients. Part 2 gives you the recipes. We show 4 expert patterns to make your AI smarter. Learn Reflection (self-critique), 🛠️ Tool Use (real-world action), Planning (complex goals), and Multi-Agent (teamwork). It's time to build AI that actually does the work. 🗺️
We'll talk about:
The 4 expert "recipes" (or Design Patterns) for building powerful AI Agents.Reflection: How to use a "Rubric" to make AI critique and improve its own work.Tool Use: The pro-level way to teach AI to use tools with "Guiding Examples" (Few-Shot).Planning: How to force an AI Agent to "Self-Criti...🎙️ EP 140: GPT‑5.1 Feels Human, LEANN Shrinks RAG, and AI Songs Beat Billboard
OpenAI dropped GPT-5.1 but it’s not flexing benchmarks this time. Instead, it’s focused on emotions, tone presets, and becoming your best AI buddy. Meanwhile, LEANN is quietly redefining how we run RAG and it fits on a laptop. Oh, and an AI-made country song just hit #1 on Billboard. Yes, seriously.
We’ll talk about:
Why GPT-5.1 is all EQ now (and what presets you should try first)A local AI search engine that needs only 6MB to index your entire browser historyHow celebrity voice cloning just got legal with ElevenLabsWhy AI-generated music is alr...#222 Max: Build an Advanced AI Booking Agent with n8n & Vapi (Part 2: The "Superpowers")
In Part 1, we built the "brain." Now, it's time to give it "superpowers." 🚀 This is Part 2 of our complete no-code guide, where we build an advanced AI agent that takes real-world action.
We’ll talk about:
A step-by-step guide to building an advanced AI Appointment Booking Agent using Vapi and n8n.How to create "Tools" in Vapi that allow your agent to check real-time availability and create events in Google Calendar.The crucial n8n webhook connection that acts as your agent's hands, letting Vapi trigger your backend automations.How to automatically log every call, along...#224 Neil: The Real Secret To AI Agents That Actually Work (Part 1)
Ever wonder why some AI projects fail? They skip the most critical step. This is Part 1 of our guide to AI Agents. We'll show you the 3 core parts: Models (like GPT-4), Tools (like APIs), and the "secret" to quality - the 4 types of Evals. Stop building dumb bots and start building real doers. 🤫
We'll talk about:
What an AI Agent really is (Hint: It's a "doer," not just a "talker").The big difference between a normal chatbot and a multi-step AI Agent.The 2 main types of Agents: "Less Autonomous" (you control it) and "Highly Aut...#221 Max: Build Your First AI Voice Assistant in 20 Minutes (The No-Code Guide – Part 1)
The AI voice revolution is here, and this is your entry point. 📞 This is Part 1 of our complete guide to building a functional, human-sounding AI voice agent from scratch, no code required.
We’ll talk about:
A beginner's, step-by-step guide to building your first AI voice agent using the Vapi no-code platform.The "3 Core Components" of all voice agents: Speech-to-Text (STT), the LLM (Brain), and Text-to-Speech (TTS).How to create a customer support agent in Vapi and give it a "cheat sheet" by uploading your own documents to its Knowledge Base.A deep dive into crafting the p...#223 Neil: Best Vibe Coding Tools 2025 For Devs & Non-Tech Builders
Want to build an app with AI but don't know which tool to trust? I've tested them all, from developer favorites like Cursor to non-technical gems like V0. This 2025 review covers the good, the bad, and the overhyped. Learn which tools to use for your project and which ones to avoid completely. 🤔
We'll talk about:
What "vibe coding" actually means for you.The best tools for technical developers (like Cursor).The best tools for non-technical beginners (like V0).Why some tools are better even when using the same AI model.The new AI tools tha...🎙️ EP 139: AI Hits Its Limits? Fei-Fei Li Says LLMs Are Blind + $300B Data Center Explosion
Fei-Fei Li just called out the biggest blind spot in AI and it’s not what you think. Plus, OpenAI’s new data center project is bigger than the Manhattan Project (literally).
We’ll talk about:
Why Fei-Fei Li says the future of AI isn’t language, it’s spatial intelligenceOpenAI’s Stargate Abilene: $32B, 1 GW, and 450 soccer fields of computeThe Minecraft AI agent that builds castles on commandWhat Wikipedia, Google, and Amazon are doing behind the scenes with AI right nowKeywords: Fei-Fei Li, Spatial Intelligence, GPT-4, Stargate Abilene, OpenAI, AI Data Centers, Pri...
#222 Neil: Run AI Models on Your Computer An Easy Guide For Beginners
Learn to run AI models on your computer! This easy guide shows you how to use Ollama and LM Studio. Stop paying monthly fees and keep your chats 100% private. We'll teach you how to install everything, pick the best models, and even run big AI on small computers using quantization. Start using AI offline today! 💻
We'll talk about:
Why you should run AI models on your own computer (it's free, private, and works offline).What an AI model really is (just a big file with numbers).What Ollama is and how it works as the...#220 Max: Learn 90% of Building AI Agents in 30 Minutes (Without Overcomplicating)
Stop getting stuck in "analysis paralysis." Building an AI agent is complex, right? Wrong. 🤯 We're revealing the 90/10 framework that lets you master 90% of what's needed to build a production-ready agent in 30 minutes.
We’ll talk about:
A complete guide to the 4 core components of every AI agent: Tools (the "hands"), LLM (the "brain"), System Prompt (the "instructions"), and Memory (the "context").The 90/10 Rule: why you must focus on the simple 90% (like RAG and basic security) and ignore the complex 10% (like multi-agent architectures) when you start.A practical 50-line Python agent build using Pydantic AI and OpenRouter (to ac...🎙️ EP 138: Robots That Wash Dishes and Spar… While Learning
A human controlled a robot in real time… and the robot learned from it. This new pipeline from Unitree might finally fix the #1 bottleneck in robotics: real training data. Plus, we cover wild tests where AI agents beat humans on speed but fail on quality.
We’ll talk about:
How Unitree turns housework into robot training dataWhy AI agents finish jobs 88% faster but still lose to humansA new health assistant from OpenAI that could shake up the industryKim Kardashian using ChatGPT for law school… and still failingKeywords: Unitree Robotics, G1 humanoid, ChatGPT, Claude...
#221 Neil: Stanford's 8-Word Fix For Boring AI Is Finally Here
Your AI isn't broken, it's just stuck in "mode collapse." We thought this was permanent. But a Stanford study found an 8-word 'key' to get back the creativity. It's not magic, it's just a smarter way to ask. Learn the "Verbalized Sampling" method. 🔑
We'll talk about:
Why AI tools like ChatGPT, Gemini, and Claude give safe, repetitive, and boring answers.The "mode collapse" problem and how human safety training accidentally caused it.A new, simple 8-word fix from Stanford University called "Verbalized Sampling."The science of why asking for "probabilities" forces the AI to be...#219 Max: 11 RAG Strategies to Make Your AI Less Stupid (And More Accurate)
Is your RAG agent hallucinating or missing obvious answers? 😵💫 Basic RAG is just the beginning. We're breaking down 11 advanced strategies to fix its flaws and build a production-ready system.
We’ll talk about:
A deep dive into 11 distinct RAG strategies, from simple wins like Reranking to advanced techniques like Knowledge Graphs.The "Must-Haves": why Context-Aware Chunking and Reranking should be in almost every production RAG system.How to use Query Expansion to "cast a wider net" and catch relevant documents even when users ask vague questions.The power of Agentic RAG for complex, multi-step questions that require pl...