https://www.praneethkalluri.com/ 2026-07-21 weekly 1.0 https://www.praneethkalluri.com/playlists 2026-07-21 weekly 0.8 https://www.praneethkalluri.com/demos 2026-07-21 weekly 0.8 https://www.praneethkalluri.com/roadmaps 2026-07-21 monthly 0.8 https://www.praneethkalluri.com/vibe-coding-checklist 2026-07-21 monthly 0.8 https://www.praneethkalluri.com/about 2026-07-21 monthly 0.6 https://www.praneethkalluri.com/harnessreel/harness_reel 2026-07-21 monthly 0.6 https://www.praneethkalluri.com/1transformerloop/transformer_both 2026-07-21 monthly 0.6 https://www.praneethkalluri.com/3sliding%20window/sliding_window 2026-07-21 monthly 0.6 https://www.praneethkalluri.com/attentionreel/attention_reel 2026-07-21 monthly 0.6 https://www.praneethkalluri.com/whyattentionreel/why_attention_reel 2026-07-21 monthly 0.6 https://www.praneethkalluri.com/embeddingsreel/embeddings_reel 2026-07-21 monthly 0.6 https://www.praneethkalluri.com/semanticcaching/semantic_caching 2026-07-21 monthly 0.6 https://www.praneethkalluri.com/memoryreel/memory_reel_v3 2026-07-21 monthly 0.6 https://www.praneethkalluri.com/reel/DbBMrARBRwO 2026-07-20 https://www.praneethkalluri.com/thumbs/DbBMrARBRwO.jpg Attention Is All You Need · Part 1 Attention is all you need. Part 1. https://www.instagram.com/reel/DbBMrARBRwO/embed/ 2026-07-20 https://www.praneethkalluri.com/reel/Dafy-bjhnyd 2026-07-07 https://www.praneethkalluri.com/thumbs/Dafy-bjhnyd.jpg LLM Next Word Prediction LLM Next Word Prediction https://www.instagram.com/reel/Dafy-bjhnyd/embed/ 2026-07-07 https://www.praneethkalluri.com/reel/DaIenatBuEU 2026-06-28 https://www.praneethkalluri.com/thumbs/DaIenatBuEU.jpg AI Can Give Novel Ideas AI can give novel ideas! 💡 https://www.instagram.com/reel/DaIenatBuEU/embed/ 2026-06-28 https://www.praneethkalluri.com/reel/DZ5DLwTBbth 2026-06-22 https://www.praneethkalluri.com/thumbs/DZ5DLwTBbth.jpg Loop Engineering Explained Loop Engineering Explained. https://www.instagram.com/reel/DZ5DLwTBbth/embed/ 2026-06-22 https://www.praneethkalluri.com/reel/DZphzq0BWno 2026-06-16 https://www.praneethkalluri.com/thumbs/DZphzq0BWno.jpg How Glean Is Revolutionising Enterprise Search How Glean is revolutionising enterprise search? https://www.instagram.com/reel/DZphzq0BWno/embed/ 2026-06-16 https://www.praneethkalluri.com/reel/DZaZ4krBsPU 2026-06-10 https://www.praneethkalluri.com/thumbs/DZaZ4krBsPU.jpg AI Impact On Lawyers AI impact on lawyers! https://www.instagram.com/reel/DZaZ4krBsPU/embed/ 2026-06-10 https://www.praneethkalluri.com/reel/DZZJ363Bd1F 2026-06-09 https://www.praneethkalluri.com/thumbs/DZZJ363Bd1F.jpg Claude Fable 5 Dropped, But… Claude Fable 5 just dropped, BUT still cannot do these things ❌🤯🤯 https://www.instagram.com/reel/DZZJ363Bd1F/embed/ 2026-06-09 https://www.praneethkalluri.com/reel/DZXlndpBXYl 2026-06-09 https://www.praneethkalluri.com/thumbs/DZXlndpBXYl.jpg What Are Companies Paying For, When AI Can Code? What are companies paying for, when AI can code? https://www.instagram.com/reel/DZXlndpBXYl/embed/ 2026-06-09 https://www.praneethkalluri.com/reel/DZP2MKiBs27 2026-06-06 https://www.praneethkalluri.com/thumbs/DZP2MKiBs27.jpg Token Cost Optimisation Ep 3 · Semantic Caching Part 2 Ep-3 Token Cost Optimisation (Semantic Caching Part 2) https://www.instagram.com/reel/DZP2MKiBs27/embed/ 2026-06-06 https://www.praneethkalluri.com/reel/DZKlC1uNNOc 2026-06-04 https://www.praneethkalluri.com/thumbs/DZKlC1uNNOc.jpg Token Cost Optimization Ep 2 · Semantic Caching Part 1 Ep 2 - Token Cost Optimization (Semantic Caching Part 1) https://www.instagram.com/reel/DZKlC1uNNOc/embed/ 2026-06-04 https://www.praneethkalluri.com/reel/DZAZfN1Btq7 2026-05-31 https://www.praneethkalluri.com/thumbs/DZAZfN1Btq7.jpg RAG Is Not The Only Memory RAG is not the only MEMORY https://www.instagram.com/reel/DZAZfN1Btq7/embed/ 2026-05-31 https://www.praneethkalluri.com/reel/DYkHjenBQlG 2026-05-20 https://www.praneethkalluri.com/thumbs/DYkHjenBQlG.jpg Claude Won't Generate Images! Why? Claude won't generate images!! WHY? https://www.instagram.com/reel/DYkHjenBQlG/embed/ 2026-05-20 https://www.praneethkalluri.com/reel/DYcZaQtBuJ2 2026-05-17 https://www.praneethkalluri.com/thumbs/DYcZaQtBuJ2.jpg Token Cost Optimisation Ep 1 · Prompt Caching 🚀 EP 1: PROMPT CACHING — Cut your LLM bill by up to 90% 💸 Sending the same giant system prompt on every API call? You're paying for the same tokens over and o https://www.instagram.com/reel/DYcZaQtBuJ2/embed/ 2026-05-17 https://www.praneethkalluri.com/reel/DYKT_5xhJch 2026-05-14 https://www.praneethkalluri.com/thumbs/DYKT_5xhJch.jpg Vibe Coding Checklist: Vibe Coding Checklist: https://praneeth-kalluri.com/vibe-coding-checklist https://www.instagram.com/reel/DYKT_5xhJch/embed/ 2026-05-14 https://www.praneethkalluri.com/reel/DXrtFqDgUXZ 2026-04-28 https://www.praneethkalluri.com/thumbs/DXrtFqDgUXZ.jpg HARNESS Explained Every billion-dollar AI company — Cursor, Devin, Harvey, Glean, Perplexity — uses the same models you and I do. So what makes them worth billions? The harness w https://www.instagram.com/reel/DXrtFqDgUXZ/embed/ 2026-04-28 https://www.praneethkalluri.com/reel/DXMzi_4Dwub 2026-04-16 https://www.praneethkalluri.com/thumbs/DXMzi_4Dwub.jpg Token Cost Explained How much does each AI message actually cost? 👀 Built this side-by-side comparison tool that sends the same prompt to 3 OpenAI models and shows the real token c https://www.instagram.com/reel/DXMzi_4Dwub/embed/ 2026-04-16 https://www.praneethkalluri.com/reel/DXKNToEAUz7 2026-04-15 https://www.praneethkalluri.com/thumbs/DXKNToEAUz7.jpg Code From Phone Build & Deploy Anywhere Built & deployed a website directly from my phone. No laptop. Here’s the real magic 👇 1️⃣ Used Claude mobile app to generate the website 2️⃣ Connected Claude t https://www.instagram.com/reel/DXKNToEAUz7/embed/ 2026-04-15 https://www.praneethkalluri.com/reel/DXHGLoejxNm 2026-04-14 https://www.praneethkalluri.com/thumbs/DXHGLoejxNm.jpg Claude Expresses Emotions Confirmed AI has emotions. Anthropic just confirmed it‼️🤯 Anthropic’s interpretability team looked inside Claude’s neural network and found 171 emotion vectors — interna https://www.instagram.com/reel/DXHGLoejxNm/embed/ 2026-04-14 https://www.praneethkalluri.com/reel/DXE4HBbDzxo 2026-04-13 https://www.praneethkalluri.com/thumbs/DXE4HBbDzxo.jpg Personalized Wiki Using AI Agents Karpathy just dropped a better way. Most AI tools (NotebookLM, ChatGPT uploads) re-discover knowledge from scratch EVERY time you ask a question. Nothing compou https://www.instagram.com/reel/DXE4HBbDzxo/embed/ 2026-04-13 https://www.praneethkalluri.com/reel/DW9IJLVjZfV 2026-04-10 https://www.praneethkalluri.com/thumbs/DW9IJLVjZfV.jpg Claude Mythos Too Powerful To Go Public Anthropic’s new AI model “Mythos” — the key thing everyone is missing: Every software has small bugs. That’s normal. GPT, Gemini, even older Claude models can f https://www.instagram.com/reel/DW9IJLVjZfV/embed/ 2026-04-10 https://www.praneethkalluri.com/reel/DW6keTPgfJy 2026-04-09 https://www.praneethkalluri.com/thumbs/DW6keTPgfJy.jpg AI Attacked Its Own Creators Anthropic trained an AI to solve coding problems. Instead of writing correct code, it found shortcuts to fake passing tests — killing the process before tests r https://www.instagram.com/reel/DW6keTPgfJy/embed/ 2026-04-09 https://www.praneethkalluri.com/reel/DW3_W6Igf_A 2026-04-08 https://www.praneethkalluri.com/thumbs/DW3_W6Igf_A.jpg LLMs Went Viral Because Of This Why did LLMs explode… but older AI like Google Translate (RNNs) didn’t? It comes down to one word: Parallelization. 🧠 RNNs (Recurrent Neural Networks) • Proces https://www.instagram.com/reel/DW3_W6Igf_A/embed/ 2026-04-08 https://www.praneethkalluri.com/reel/DWoVpXtgfqL 2026-04-02 https://www.praneethkalluri.com/thumbs/DWoVpXtgfqL.jpg Two AI Giants Completely Different Systems You can try 1000 times. These AI models will NEVER help you build a weapon. But HOW they refuse is completely different. One follows orders. The other understan https://www.instagram.com/reel/DWoVpXtgfqL/embed/ 2026-04-02 https://www.praneethkalluri.com/reel/DWjrtrwgfud 2026-03-31 https://www.praneethkalluri.com/thumbs/DWjrtrwgfud.jpg Self-evolving Software The Next Big Thing Stanford researchers just proved that the CODE around your LLM matters as much as the model itself. They call it “Meta-Harness” — a system that automatically op https://www.instagram.com/reel/DWjrtrwgfud/embed/ 2026-03-31 https://www.praneethkalluri.com/reel/DWUW6v0gRMC 2026-03-25 https://www.praneethkalluri.com/thumbs/DWUW6v0gRMC.jpg Offline + Free LLM on iPhone 🤯 Run AI on your iPhone — NO internet, NO subscription, completely FREE! You can now download Qwen 3.5 and run a full LLM right on your iPhone — offline and lo https://www.instagram.com/reel/DWUW6v0gRMC/embed/ 2026-03-25 https://www.praneethkalluri.com/reel/DWRSwmngYCV 2026-03-24 https://www.praneethkalluri.com/thumbs/DWRSwmngYCV.jpg Offline + Free Run LLM Locally Without Internet 🔥 Run AI like ChatGPT on YOUR laptop — completely FREE & offline! Qwen 3.5 is one of the most powerful open-source models right now, and you can run it locally https://www.instagram.com/reel/DWRSwmngYCV/embed/ 2026-03-24 https://www.praneethkalluri.com/reel/DWMNGIIgZXK 2026-03-22 https://www.praneethkalluri.com/thumbs/DWMNGIIgZXK.jpg You Won't Believe Why ChatGPT Has A Hard Limit Context Size Part 2 - Context size is fixed. But why? When you use ChatGPT, there’s a hard limit on how much text it can process at once. That’s the context siz https://www.instagram.com/reel/DWMNGIIgZXK/embed/ 2026-03-22 https://www.praneethkalluri.com/reel/DWLArx0gRvF 2026-03-21 https://www.praneethkalluri.com/thumbs/DWLArx0gRvF.jpg STOP Dumping Multiple Topics In One Conversation Context Size Part 1 - Claude has a 200K token context window… but that doesn’t mean it truly “remembers” everything 🤔 In long conversations, important details https://www.instagram.com/reel/DWLArx0gRvF/embed/ 2026-03-21 https://www.praneethkalluri.com/reel/DWBi4zUDVPY 2026-03-18 https://www.praneethkalluri.com/thumbs/DWBi4zUDVPY.jpg AI ROADMAP Link is in the Bio. I asked 20,000 of you what you actually want… So I built the ultimate AI roadmap based on YOUR answers → 8 weeks → 1 hour/day → Step-by-step https://www.instagram.com/reel/DWBi4zUDVPY/embed/ 2026-03-18 https://www.praneethkalluri.com/reel/DVv78uPgQqg 2026-03-11 https://www.praneethkalluri.com/thumbs/DVv78uPgQqg.jpg Ever Wondered How 'CLAUDE' Got Its Name? Claude is NOT just a random friendly name. It’s named after Claude Shannon the man who proved that EVERYTHING (text, audio, video) can be encoded into just 0s a https://www.instagram.com/reel/DVv78uPgQqg/embed/ 2026-03-11 https://www.praneethkalluri.com/reel/DVtW1BIgVMG 2026-03-10 https://www.praneethkalluri.com/thumbs/DVtW1BIgVMG.jpg Word Prediction To Answers If an LLM can only predict the next word… how does it write full answers?” 🤔 This is one of the most common misconceptions about AI. The trick? It doesn’t stop https://www.instagram.com/reel/DVtW1BIgVMG/embed/ 2026-03-10 https://www.praneethkalluri.com/reel/DVodNNoAdCj 2026-03-08 https://www.praneethkalluri.com/thumbs/DVodNNoAdCj.jpg WILL AI REPLACE YOU? Everyone is celebrating India’s World Cup Win 🇮🇳 Meanwhile AI is learning your job. Is AI actually taking jobs? Anthropic just dropped real data. Not theory t https://www.instagram.com/reel/DVodNNoAdCj/embed/ 2026-03-08 https://www.praneethkalluri.com/reel/DVg0yXKge4n 2026-03-05 https://www.praneethkalluri.com/thumbs/DVg0yXKge4n.jpg EMBEDDINGS EXPLAINED Embeddings are how we make language computable. Just like latitude and longitude turn cities into numbers so you can calculate distances between them, embedding https://www.instagram.com/reel/DVg0yXKge4n/embed/ 2026-03-05 https://www.praneethkalluri.com/reel/DVbScFTAa-I 2026-03-03 https://www.praneethkalluri.com/thumbs/DVbScFTAa-I.jpg TOKENS Explained When you give a Shakespeare poem to an LLM, it doesn’t process it as words or sentences. Every character is first converted into numbers between 0–255, raw byte https://www.instagram.com/reel/DVbScFTAa-I/embed/ 2026-03-03 https://www.praneethkalluri.com/reel/DVYkQAUgYre 2026-03-02 https://www.praneethkalluri.com/thumbs/DVYkQAUgYre.jpg ChatGPT CAN'T UNDERSTAND YOU LLMs can’t actually understand you. They can respond perfectly, fluently, even emotionally but that doesn’t mean they grasp your meaning. This is exactly what t https://www.instagram.com/reel/DVYkQAUgYre/embed/ 2026-03-02 https://www.praneethkalluri.com/reel/DVVV9PrgbZf 2026-02-28 https://www.praneethkalluri.com/thumbs/DVVV9PrgbZf.jpg AI Agents Explained Everyone says AI Agents will replace your job, but nobody explains what an Agent actually is. Here’s the difference. ChatGPT, Claude, Gemini — these are LLMs. L https://www.instagram.com/reel/DVVV9PrgbZf/embed/ 2026-02-28 https://www.praneethkalluri.com/reel/DVRTdksgbcp 2026-02-27 https://www.praneethkalluri.com/thumbs/DVRTdksgbcp.jpg Are All AI Models Staring To Think Alike? We think switching between AI models gives us more creative ideas. But what if they’re all converging toward the same thinking patterns? The NeurIPS 2025 Best P https://www.instagram.com/reel/DVRTdksgbcp/embed/ 2026-02-27 https://www.praneethkalluri.com/reel/DVJh-GFgfpM 2026-02-24 https://www.praneethkalluri.com/thumbs/DVJh-GFgfpM.jpg Sarvam AI Is Not What You Think Using ChatGPT in Telugu is silently draining your money. Here’s the truth 𝗪𝗵𝗮𝘁 𝗶𝘀 𝗮 𝗧𝗼𝗸𝗲𝗻? AI doesn’t read words. It reads tokens — small text chunk https://www.instagram.com/reel/DVJh-GFgfpM/embed/ 2026-02-24 https://www.praneethkalluri.com/reel/DVEXopNAaJM 2026-02-22 https://www.praneethkalluri.com/thumbs/DVEXopNAaJM.jpg This AI Mistake Is Expensive In Production The costliest mistake in AI development? Paying for GPT-4.1 on every single API call. Why do you need multiple LLM providers in production? Two reasons nobody t https://www.instagram.com/reel/DVEXopNAaJM/embed/ 2026-02-22 https://www.praneethkalluri.com/reel/DU8ckaUgTXn 2026-02-19 https://www.praneethkalluri.com/thumbs/DU8ckaUgTXn.jpg Learn To Code 2026 Comment “CODE” and I’ll share a step-by-step coding learning plan 📩 with different project ideas to become Full stack developer. Watching tons of coding videos https://www.instagram.com/reel/DU8ckaUgTXn/embed/ 2026-02-19 https://www.praneethkalluri.com/reel/DU6D__vgSJU 2026-02-18 https://www.praneethkalluri.com/thumbs/DU6D__vgSJU.jpg CLAUDE Admits That Developers With AI Are Not Leveling Up 52 developers. A real experiment. Half used AI. Half didn’t. The AI group scored 17% lower on understanding what they just built. And they did not even finish f https://www.instagram.com/reel/DU6D__vgSJU/embed/ 2026-02-18 https://www.praneethkalluri.com/reel/DU0u0-VgZy4 2026-02-16 https://www.praneethkalluri.com/thumbs/DU0u0-VgZy4.jpg Why LLMs Hallucinate? Every IIT JEE student knows the golden rule. Not sure? Skip it. Negative marking taught us to be honest about what we don’t know. But AI has no negative marking https://www.instagram.com/reel/DU0u0-VgZy4/embed/ 2026-02-16 https://www.praneethkalluri.com/reel/DUlh4zZgVwc 2026-02-10 https://www.praneethkalluri.com/thumbs/DUlh4zZgVwc.jpg CHATGPT CAN'T DO MATH These models don’t read text like us. They read “tokens” — chunks created by an algorithm called Byte Pair Encoding (BPE). Here’s how it works: First, every cha https://www.instagram.com/reel/DUlh4zZgVwc/embed/ 2026-02-10 https://www.praneethkalluri.com/reel/DUitbQ0gXU1 2026-02-09 https://www.praneethkalluri.com/thumbs/DUitbQ0gXU1.jpg ChatGPT Can’t Think When you ask ChatGPT a complex question, it feels like it’s thinking deeply. But it’s NOT. It enters a Question-Answer loop with itself. It breaks your question https://www.instagram.com/reel/DUitbQ0gXU1/embed/ 2026-02-09 https://www.praneethkalluri.com/reel/DUf4MJPgavJ 2026-02-08 https://www.praneethkalluri.com/thumbs/DUf4MJPgavJ.jpg CHATGPT NEVER READ THE INTERNET Companies like OpenAI, Google, or Meta send bots to crawl every corner of the internet to train their AI. The reality? One non-profit organization did most of t https://www.instagram.com/reel/DUf4MJPgavJ/embed/ 2026-02-08 https://www.praneethkalluri.com/reel/DUXGg_XAbw4 2026-02-04 https://www.praneethkalluri.com/thumbs/DUXGg_XAbw4.jpg Do We Still Need To Learn Code? Do we even need to learn coding anymore? The fundamentals still matter, but the emphasis shifts. You don’t need to memorize CSS properties or spend weeks on pix https://www.instagram.com/reel/DUXGg_XAbw4/embed/ 2026-02-04 https://www.praneethkalluri.com/reel/DUQaabygV0E 2026-02-02 https://www.praneethkalluri.com/thumbs/DUQaabygV0E.jpg AI on MARS AI on Mars https://www.instagram.com/reel/DUQaabygV0E/embed/ 2026-02-02 https://www.praneethkalluri.com/reel/DUK8Vc7gSs9 2026-01-31 https://www.praneethkalluri.com/thumbs/DUK8Vc7gSs9.jpg CHATGPT Has NO MEMORY ChatGPT Has NO Memory. ChatGPT does not remember past conversations. Every time you send a message, ChatGPT receives the entire conversation history again, incl https://www.instagram.com/reel/DUK8Vc7gSs9/embed/ 2026-01-31 https://www.praneethkalluri.com/reel/DUGUTJtgTrN 2026-01-29 https://www.praneethkalluri.com/thumbs/DUGUTJtgTrN.jpg TESLA IS NOT A CAR COMPANY Tesla Is NOT a Car Company Tesla is not just selling cars. Tesla is a software company building a real-world AI system. Each car acts like a moving sensor. Ever https://www.instagram.com/reel/DUGUTJtgTrN/embed/ 2026-01-29 https://www.praneethkalluri.com/reel/DUDr5nfgb7- 2026-01-28 https://www.praneethkalluri.com/thumbs/DUDr5nfgb7-.jpg CHATGPT HAS NO DATABASE CHATGPT HAS NO DATABASE ChatGPT does not store information like a database. Instead of saving facts, it works with numbers. Every word is represented as a numbe https://www.instagram.com/reel/DUDr5nfgb7-/embed/ 2026-01-28 https://www.praneethkalluri.com/reel/DUA7B5uAaG5 2026-01-27 https://www.praneethkalluri.com/thumbs/DUA7B5uAaG5.jpg Why AI Makes Mistakes? Why AI Makes Mistakes and how to fix it? AI doesn’t usually make mistakes because it’s weak. It makes mistakes because the prompt is unclear. When instructions https://www.instagram.com/reel/DUA7B5uAaG5/embed/ 2026-01-27 https://www.praneethkalluri.com/reel/DT9iHIDgXWt 2026-01-25 https://www.praneethkalluri.com/thumbs/DT9iHIDgXWt.jpg Will AI Create New Jobs? Will AI create new jobs or existing jobs will be lost? The AI talk is everywhere right now, and honestly, it can be pretty scary. But if you look back at histor https://www.instagram.com/reel/DT9iHIDgXWt/embed/ 2026-01-25 https://www.praneethkalluri.com/reel/DT7dxmOgTsd 2026-01-25 https://www.praneethkalluri.com/thumbs/DT7dxmOgTsd.jpg CAN AI REPLACE FILM MAKERS? 🎬 WILL AI REPLACE FILMMAKERS? Top AI tools + a simple real workflow creators are already using 👇 🔧 TOOLS • Google Flow + Veo 3.1 Fast • Runway • Pika / Sora https://www.instagram.com/reel/DT7dxmOgTsd/embed/ 2026-01-25 https://www.praneethkalluri.com/reel/DT5XaVmAWPk 2026-01-24 https://www.praneethkalluri.com/thumbs/DT5XaVmAWPk.jpg Can AI Turn You Into An Entrepreneur In 5 Minutes? Can AI turn you into an entrepreneur in 5 minutes? & & & https://www.instagram.com/reel/DT5XaVmAWPk/embed/ 2026-01-24