Morty
@0xMortyx • 3,389 subscribers
Content creator | Exploring & use AI | Chill Guy | @zscdao
Videos
Anthropic Engineer Andrej Karpathy just said what no one wants to admit: "Agents aren't magic. They're distillation at scale." Your agent loop is generating garbage at scale and you can't see it." LLMs are wasting 99.99% of their capacity on useless data. In a 20-minute conversation, Karpathy reveals the full reasoning stack Worth more than any $500 AI course you've seen this year.
Morty95,477 views • 6 days ago
Google Engineers just showed how their AI engineers are moving from simple "RAG" to "graphs" RAG → Graph RAG → Memory → Multimodal Agent Graphs. 0% → 15:32 - setting up the production agent stack 30% → 41:00 - Graph RAG with semantic 65% → 58:00 - extracting graph context 100% → 1:09:00 - orchestrating specialized agents 90-minute Google Cloud workshop, and it’s one of the clearest hands-on examples of the shift from. Watch it today, then read the full “From RAG to Context Graphs” roadmap below.
Morty52,242 views • 3 days ago
Anthropic CEO Dario Amodei: "We're a 1-2 year away from AI zooming past us." 90% of Anthropic's own engineers use Claude to ship code today. 50% of entry-level white-collar jobs gone by 2030 "Our lead Claude Code engineer hasn't written a single line of code in 2 months. This is worth more than most paid agent courses combined.
Morty787,651 views • 1 month ago
Andrej Karpathy just broke the entire premise of modern AI: "Agents aren't magic. They're distillation at scale." 99.99% of your LLM's capacity is wasted on garbage data it never needed. Small model + right tools + closed loop = terrifying capability. In a 16-minute conversation, Karpathy reveals the full reasoning stack. Worth more than any $500 AI course you've seen this year.
Morty673,033 views • 1 month ago
Andrej Karpathy in 1 hour reveal how he actually works with AI: "i just tell the machine what i want, in plain words" no prompt frameworks. no 40-line system prompts. no magic. by 2026 the engineer who dismisses LLMs loses to the junior who configured one right 1 hour. free. the most honest look at how the best in the world actually uses AI bookmark & watch
Morty286,480 views • 2 months ago
OpenAI co-founder Andrej Karpathy says: "You basically need 10,000 hours to truly master Claude." So he put together an 11-minute workshop showing exactly how he uses it himself. He walks through the features, workflows, and tricks he actually relies on. Bookmark this & watch it today - probably one of the most productive 11 minutes you’ll spend.
Morty37,148 views • 12 days ago
Andrej Karpathy just exposed how LLMs actually thinks: "LLMs don't want to succeed. They want to imitate." It has 80 transformer layers and spends the SAME compute on every single token as your brain In a 45-minute talk at Microsoft Build, Karpathy reveals the full psychology of LLMs. Worth more than any $500 prompting course you've seen on your timeline.
Morty140,240 views • 1 month ago
Google just released free 2-hour course on Context Graph engineering: 1 prompt → 300 agents → loops → graphs from 0% to 100%: 10% → 17:44 - build your first agent 30% → 39:30 - Loop engineering: iterate, check, break 60% → 1:12:38 - Graph engineering 75% → 1:34:26 - agents that throttle themselves 100% → 1:55:05 - full graph for multi-agentic systems Worth more than 10 paid cources on Context Graphs. Watch it today, then read how to become a graph engineer in the article below.
Morty24,632 views • 9 days ago
Andrej Karpathy (Anthropic Team) dropped a full 7-hour course on "Intro and Deep Dive to LLMs and Tokenizer: • 00:00 - Intro to Large Language Models • 00:59:28 - Deep dive into LLMs (Karpathy method) • 03:31:43 - Let s build the GPT Tokenizer This Karpathy guide can replace a $100K Yale LLM senior degree. Start watching right now, then read article below
Morty44,481 views • 20 days ago
Andrej Karpathy just rewrote the rules of using LLMs: "Prompting is going away. Delete everything, keep Graph." He dropped his full 2-hour course from Stanford on "Graph-Native Research" • 00:00 - Intro to Graph systems • 01:08:09 - LLMs architecture This Karpathy course can replace a $100K Yale LLM senior degree. Start watching right now, then read article below
Morty31,683 views • 15 days ago
Anthropic Engineer Andrej Karpathy dropped a full 6-hour course on how to build LLMs from scratch and use it: • 00:00 - Deep dive into LLMs • 03:31:23 - Building ChatGPT from scratch • 05:27:43 - How to use LLMs (Karpathy method) This course can replace a $150K Stanford LLM senior degree. Start watching today, then read article below
Morty40,640 views • 21 days ago
OpenAI co-founder Andrej Karpathy: "You literally have to put in 10,000 hours to learn Claude" 11-min workshop from Goat of AI - how he's actually uses it He reveales all the features that he use in this video bookmark & watch - the most prodactive way for your evening
Morty119,420 views • 2 months ago
Boris Cherny (Claude Code's creator): I deleted my IDE in November and hasn't opened it since. I writes more code than ever. his actual words on stage: I don't prompt Claude anymore. I have loops that are running. They're the ones prompting Claude. My job is to write loops. the progression he described: → a year ago: writing code by hand with autocomplete → then: running 5-10 Claudes in parallel, prompting each one → now: he doesn't prompt at all - he writes the loops that prompt Claude what it's already done inside Anthropic: • ~3x more code shipped per engineer (he says that number is already outdated and higher) • Cowork - a full product - built in ~8 days, 100% with Claude Code • designers, the finance guy, even the chief of staff now ship code his advice to founders: give everyone as many tokens as possible, and underfund every project on purpose - 2 engineers + a pile of tokens instead of 4. the roles are melting into one "builder." Watch this, than read the article below
Morty136,663 views • 3 months ago
Claude Fable 5 Just Cloned a $10B App in 2 Prompts in 45 min Fable 5 spent 10 minutes just THINKING before writing a single line of code. 45 minutes later - a fully working clone Fable just made your entire dev backlog irrelevant. In 15 minutes he show 4 steps to clone any app Bookmart it, you have 3 days to try it
Morty92,258 views • 2 months ago
Dario Amodei - Anthropic CEO of a $183B AI company: "Fable 5 is already writing 90% of Anthropic's own code" That should terrify you more than the AI itself Most tech CEOs act like gods He just admitted he's playing one without a vote 12 minutes. completely free and worth more than a $500 building course
Morty120,373 views • 2 months ago
Andrej Karpathy Anthropic Head of Technical Staff: "Multi-task learning has a team problem nobody talks about." Karpathy's team runs 100 subtasks inside one neural network In this 15-minute talk, Karpathy breaks down the full multi-task stack: architecture tradeoffs + loss balancing + data engines + team workflow. Worth more than any $500 ML bootcamp. Watch it & then read the full article below
Morty86,389 views • 2 months ago
Andrej Karpathy just reveal how LLMs actually thinks: "LLMs don't want to succeed. They want to imitate." >50% of AI projects fail because teams deploy agents where they should deploy assistants. In his 40-minute Stanford talk, Karpathy walks through the full prompting stack that actually works:
Morty26,861 views • 18 days ago
Karpathy dropped a lecture that makes every AI influencer look stupid: "The model doesn't know what its 100 billion parameters are doing." 90% of AI hype collapses when you realize even the builders can't explain what's inside. In this 40-minute lecture, Karpathy reveals the whole truth. Worth more than any $500 AI course you almost bought.
Morty42,542 views • 1 month ago
ex-Anthropic engineer: "Claude will lose on reasoning - because they bet everything on agents" The layer everyone skips - a great agent needs a great base mode. It's that 90% of companies can't make a real bet - and stick to it. watch & bookmark, it worth than any $500 AI course you've seen this year.
Morty35,031 views • 1 month ago
