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Claude Code with Opus-4.5 is basically AGI. Here's how to feel the AGI (with expert Carl Vellotti 🥞): 11:04 - Setting Up MCPs 28:00 - Using Skills 38:00 - APIs 44:12 - Writing Docs 1:08:08 - GitHub Integration

Aakash Gupta

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643,630 views • 6 months ago •via X (Twitter)

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Documentation used to eat my context window. Two MCPs cut that to 2,800 tokens. ref tools and exa ai 🕒 Key moments 00:00 Introducing ref tools and exa ai MCPs 02:08 Configuring ref tools in Claude Code 03:27 Configuring exa ai in Claude Code 04:37 Demo: Using MCPs to upgrade a Tailwind CSS project 07:22 How to configure MCPs in Cursor 10:14 Comparing Claude Code vs. Cursor performance 12:37 Setting up MCPs for Codex 15:41 Setting up MCPs for DroidFactory 16:40 Pro-tip: How to prompt agents to use MCPs 18:00 The future of AI coding and final thoughts

Documentation used to eat my context window. Two MCPs cut that to 2,800 tokens. ref tools and exa ai 🕒 Key moments 00:00 Introducing ref tools and exa ai MCPs 02:08 Configuring ref tools in Claude Code 03:27 Configuring exa ai in Claude Code 04:37 Demo: Using MCPs to upgrade a Tailwind CSS project 07:22 How to configure MCPs in Cursor 10:14 Comparing Claude Code vs. Cursor performance 12:37 Setting up MCPs for Codex 15:41 Setting up MCPs for DroidFactory 16:40 Pro-tip: How to prompt agents to use MCPs 18:00 The future of AI coding and final thoughts

Ray Fernando

17,919 views • 8 months ago

oh my... People need to wake up to Claude Code w/ Opus 4.5 He just rebuilt a $1.2 BILLION app in 30 minutes. All on without writing code. Timestamps 00:00 Intro 00:58 Planning My App Build 03:08 Tool we're using 04:58 Prompt for my app 07:34 Fix Video Upload 08:40 Testing Version 1 10:13 Changing Color Themes 15:00 Adding Hover Effect 17:58 Adding Google Images API

oh my... People need to wake up to Claude Code w/ Opus 4.5 He just rebuilt a $1.2 BILLION app in 30 minutes. All on without writing code. Timestamps 00:00 Intro 00:58 Planning My App Build 03:08 Tool we're using 04:58 Prompt for my app 07:34 Fix Video Upload 08:40 Testing Version 1 10:13 Changing Color Themes 15:00 Adding Hover Effect 17:58 Adding Google Images API

The Agenteer

1,118,840 views • 6 months ago

Claude Code is the best coding agent AND general agent in the world. Let's talk about: - Setting up Claude Code - Using it as a general agent (Research + Content) - Claude Code + Obsidian - Building and deploying web apps Vercel GitHub - Database + Auth Firebase TIMESTAMPS: 00:00 Intro 00:44 Installing Claude Code 03:39 Creating Folders and Text Files 04:35 Using Claude Code as a Content Research Agent with Obsidian 18:06 Review: It's a general agent, that can control your cpu 19:02 Building Apps with Claude Code 21:36 Bypassing Permissions (Dangerously) 22:45 Creating a landing page 25:08 Setting up and "Saving" to GitHub 30:27 Deploying to Vercel 32:32 Building a web app with auth and db (Firebase) 35:03 Setting up Firebase 38:58 Our Web App With Auth Works! 42:55 You can add your own domain

Claude Code is the best coding agent AND general agent in the world. Let's talk about: - Setting up Claude Code - Using it as a general agent (Research + Content) - Claude Code + Obsidian - Building and deploying web apps Vercel GitHub - Database + Auth Firebase TIMESTAMPS: 00:00 Intro 00:44 Installing Claude Code 03:39 Creating Folders and Text Files 04:35 Using Claude Code as a Content Research Agent with Obsidian 18:06 Review: It's a general agent, that can control your cpu 19:02 Building Apps with Claude Code 21:36 Bypassing Permissions (Dangerously) 22:45 Creating a landing page 25:08 Setting up and "Saving" to GitHub 30:27 Deploying to Vercel 32:32 Building a web app with auth and db (Firebase) 35:03 Setting up Firebase 38:58 Our Web App With Auth Works! 42:55 You can add your own domain

Riley Brown

207,950 views • 1 year ago

2025 #한지훈 챌린지 모음 00:00 오늘만 I LOVE YOU 00:28 BEBE 00:49 N.I.N 01:04 BANDIT 01:30 KNOW ABOUT ME 01:51 뭘 봐 02:11 Cool & Hot 02:38 SOURPATCH 03:00 Chains 03:28 I Feel Good 03:51 HANDS UP 04:28 ROCKSTAR 04:56 THUNDER 05:20 Bad Desire 05:38 Killin' It Girl 06:04 The Blue Sun 06:24 POP 06:50 HOWL 07:09 What You Want 07:44 M.O 08:10 EZ 08:28 BURNING UP 08:52 Blue Valentine 09:27 SPAGHETTI 09:59 Hollywood Action 10:27 하얀 그리움 11:07 My Body 11:28 MISMATCH 11:52 Talk to You 12:16 Talk to You 2

2025 #한지훈 챌린지 모음 00:00 오늘만 I LOVE YOU 00:28 BEBE 00:49 N.I.N 01:04 BANDIT 01:30 KNOW ABOUT ME 01:51 뭘 봐 02:11 Cool & Hot 02:38 SOURPATCH 03:00 Chains 03:28 I Feel Good 03:51 HANDS UP 04:28 ROCKSTAR 04:56 THUNDER 05:20 Bad Desire 05:38 Killin' It Girl 06:04 The Blue Sun 06:24 POP 06:50 HOWL 07:09 What You Want 07:44 M.O 08:10 EZ 08:28 BURNING UP 08:52 Blue Valentine 09:27 SPAGHETTI 09:59 Hollywood Action 10:27 하얀 그리움 11:07 My Body 11:28 MISMATCH 11:52 Talk to You 12:16 Talk to You 2

이지

23,247 views • 7 months ago

💥NEW AI CODING TUTORIAL: 12 Months of Claude Code Lessons in 46 Minutes Claude Code just turned 1. So here's 52 lessons on how to get the most out of Claude Code, organized into 3 levels: Beginner, Intermediate, and Master. TIMESTAMPS 00:00 12 Months of building with Claude Code 02:01 LEVEL 1: Beginner 02:09 Installation and Setup 04:55 Models and Modes 09:04 CLAUDE.md (and what to put in) 10:30 Context Management 11:31 Debugging with Claude 12:22 Version control 14:12 Prompting, Just ask Claude 16:01 LEVEL 2: Intermediate 16:24 Customizations (Skills, Plugins, MCPs) 24:42 Workflows: Plan, Build, Test 29:52 Verifying and Documenting with Claude 33:10 LEVEL 3: Master 34:17 Multi-Agent Development (multi-clauding with git worktrees) 37:07 Self-improving Systems 38:45 Ralph Wiggum Agent Loops 40:11 Async Task Delegation 42:00 Agent Teams, Pre-configure permissions, Hooks 44:42 Continue your learning

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Avthar

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ARC-AGI is redefining how to measure progress on the path to AGI - focusing on reasoning, generalization, and adaptability instead of memorization or scale. At NeurIPS 2025, YC's Diana sat down with ARC Prize President Greg Kamradt to find out why most AI benchmarks fail, how ARC-AGI reveals the limits of today’s models, and why measuring intelligence may be harder than building it. 00:11 — What ARC Prize is and why it exists 00:38 — François Chollet’s definition of AGI 01:48 — What ARC-AGI Actually Tests 02:25 — When LLMs Failed the ARC Benchmark 03:38 — ARC-AGI Becomes the Standard 04:49 — False Positives in AI Progress 06:06 — The Evolution of ARC-AGI 08:55 — Measuring Intelligence beyond just accuracy 10:25 — What happens if a model solves ARC-AGI?

ARC-AGI is redefining how to measure progress on the path to AGI - focusing on reasoning, generalization, and adaptability instead of memorization or scale. At NeurIPS 2025, YC's Diana sat down with ARC Prize President Greg Kamradt to find out why most AI benchmarks fail, how ARC-AGI reveals the limits of today’s models, and why measuring intelligence may be harder than building it. 00:11 — What ARC Prize is and why it exists 00:38 — François Chollet’s definition of AGI 01:48 — What ARC-AGI Actually Tests 02:25 — When LLMs Failed the ARC Benchmark 03:38 — ARC-AGI Becomes the Standard 04:49 — False Positives in AI Progress 06:06 — The Evolution of ARC-AGI 08:55 — Measuring Intelligence beyond just accuracy 10:25 — What happens if a model solves ARC-AGI?

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My conversation with OpenAI co-founder Greg Brockman This is the most detailed first-person account of the 72 hours after Sam Altman was fired. We also go deep on what comes next: the global race to AGI, why ChatGPT stopped showing reasoning, how much of OpenAI's own code is now written by AI ("it's hard to know what percent is not"), and the untold story of how OpenAI actually started in 2015. 00:00:00 Introduction 00:00:49 Meeting Sam Altman and Starting OpenAI 00:02:40 Building the Founding Team 00:04:25 DeepMind's Lead Over OpenAI 00:04:54 Changing OpenAI to a For-Profit Model 00:06:05 Breakthrough Moments at OpenAI 00:08:22 What Dota 2 Meant for OpenAI 00:10:04 Reasoning Versus Prediction 00:11:59 Tensions Grow at OpenAI 00:15:44 Sam Altman's Firing 00:17:49 Greg Quits OpenAI 00:19:56 Sam Explores Deal with Microsoft's Satya 00:20:28 Petition for Altman's Return 00:23:43 Ilya Sutskever Leaves OpenAI 00:24:59 Lessons Learned after Sam Ousting 00:28:22 The Thing Ilya Said that Greg Can't Forget 00:32:22 Is AI Going Parabolic? 00:33:24 How Much of OpenAI's Code is Written by AI? 00:36:21 Do AI Chatbots Tell Us What We Want to Hear? 00:38:06 The Global AI Race to Reach AGI 00:38:40 What Happens if US Doesn't Reach AGI First? 00:39:49 Are Countries Stealing AI Advancements? 00:40:38 Why ChatGPT No Longer Shows Reasoning 00:41:47 The Finite Constraints of Compute 00:43:38 On Investing Early in Data Centers 00:46:31 The Future of Data Center Specialization 00:47:52 How to Decide Whose Queries to Serve 00:49:08 OpenAI on Consumer vs Enterprise Models 00:53:05 Data Centers in Space? 01:00:56 What Should AI Regulation Look Like? 01:04:33 The Future of AI-Powered Entrepreneurship 01:04:44 AI and Job Loss 01:07:15 The Skills Young People Should Invest In 01:11:30 What Does Success Look Like For You? Full episode on X below. Also find it on: • YouTube: • Spotify: • Apple:

Shane Parrish

450,952 views • 3 months ago

new podcast — INFINITE CORNUCOPIA, ft. my favorite fallibilist Mills Baker we discuss the literacy crisis, LLMs and qualia, and David Deutsch (ofc) 0:00:32 is text dead? 0:26:00 the case for novels + incel lit 0:45:12 debating LLMs vs. human cognition 1:01:44 parenting for a post-AGI world 1:08:44 reasons for & against writing 1:20:05 girardian scapegoating

new podcast — INFINITE CORNUCOPIA, ft. my favorite fallibilist Mills Baker we discuss the literacy crisis, LLMs and qualia, and David Deutsch (ofc) 0:00:32 is text dead? 0:26:00 the case for novels + incel lit 0:45:12 debating LLMs vs. human cognition 1:01:44 parenting for a post-AGI world 1:08:44 reasons for & against writing 1:20:05 girardian scapegoating

jasmine sun

37,751 views • 1 year ago

In 16 minutes we vibe coded a Web App and a Mobile App.... That share a backend Using Claude Code inside the Without writing a single line of code. App we built: instagram, except all the other users are AI agents that can post, like and comment. 00:00 Introduction 00:33 Starting with the Web App 01:08 First Prompt and Initial Setup 01:43 Authentication Process 02:49 Adding APIs and Enhancements 03:59 Testing the Web App 05:04 Redesigning the Web App 05:59 The Importance of Understanding Databases 07:20 Adding AI Agents 08:44 Setting Up the Admin Panel 10:02 Speeding Up Time for Testing 11:14 Finalizing the Web App 13:24 Building the Mobile App 16:11 Final Thoughts

In 16 minutes we vibe coded a Web App and a Mobile App.... That share a backend Using Claude Code inside the Without writing a single line of code. App we built: instagram, except all the other users are AI agents that can post, like and comment. 00:00 Introduction 00:33 Starting with the Web App 01:08 First Prompt and Initial Setup 01:43 Authentication Process 02:49 Adding APIs and Enhancements 03:59 Testing the Web App 05:04 Redesigning the Web App 05:59 The Importance of Understanding Databases 07:20 Adding AI Agents 08:44 Setting Up the Admin Panel 10:02 Speeding Up Time for Testing 11:14 Finalizing the Web App 13:24 Building the Mobile App 16:11 Final Thoughts

Riley Brown

68,207 views • 6 months ago

He made a 44 minute guide on Vibe Coding... w/ Claude Opus 4.5 It explains EVERY single term you need to understand to get started Vibe Coding high quality apps Whether you use Claude Code, Lovable or bolt.new This video will explain every term you need to understand to build apps... without writing a single line of code. And you can follow along for FREE using Claude Opus 4.5 (Instructions in thread👇) TERMS: 00:00 Introduction 01:18 Prompt 03:03 Front End 03:33 Backend 04:55 Context 06:06 Authentication & Database 08:15 API 10:03 Image Assets 11:43 Sound Assets 15:05 Agent 17:42 Agent Skills 20:00 Queue 22:47 Preview & Hot Reloads 23:28 Clear Context 24:56 Error 26:14 Debugging 26:29 Logs 28:58 Schema 29:28 Table 31:10 Seed Data 32:52 Environment Variables 34:44 Third Party API 35:07 Webhook 38:48 Deployment 39:43 Hosting 40:41 Domain 41:20 SaaS

He made a 44 minute guide on Vibe Coding... w/ Claude Opus 4.5 It explains EVERY single term you need to understand to get started Vibe Coding high quality apps Whether you use Claude Code, Lovable or bolt.new This video will explain every term you need to understand to build apps... without writing a single line of code. And you can follow along for FREE using Claude Opus 4.5 (Instructions in thread👇) TERMS: 00:00 Introduction 01:18 Prompt 03:03 Front End 03:33 Backend 04:55 Context 06:06 Authentication & Database 08:15 API 10:03 Image Assets 11:43 Sound Assets 15:05 Agent 17:42 Agent Skills 20:00 Queue 22:47 Preview & Hot Reloads 23:28 Clear Context 24:56 Error 26:14 Debugging 26:29 Logs 28:58 Schema 29:28 Table 31:10 Seed Data 32:52 Environment Variables 34:44 Third Party API 35:07 Webhook 38:48 Deployment 39:43 Hosting 40:41 Domain 41:20 SaaS

The Agenteer

95,727 views • 6 months ago

How to Make An Entire iOS App That Doesn't Look Like AI Slop (1 Hour Full Walkthrough) Let's go through how to use Claude Code, Claude Design, Seedance 2.0, GPT Image 2.0 and a few other tools to make sure this iOS app is as far from AI slop as possible while also having a completely functioning backend with pay walls 00:00 Building an App Overview 01:19 How I Made Merl in One Week 03:16 Market Research for Ideas 07:04 Choosing the Wrapper Concept 08:51 Pinterest UI Inspiration 11:16 Define Style + Mascot Plan 12:00 Create Mascots in GPT Image 2.0 17:04 Animate Mascots with Seedance 2.0 (!!) 23:41 Design Onboarding in Claude Design 29:01 Getting Some API Keys 30:35 Onboarding Video Choices 32:30 Build Full App Screens on Claude Design 33:28 Setup Supabase + Railway 35:31 Claude Code GitHub Setup 38:57 Multi Terminal + Simulator Workflow 43:17 Fixing Errors 44:00 Backend Keys Integration 46:23 Landing Page Generation 53:52 Test Generation 57:40 RevenueCat + Pricing Strategy 01:00:54 Final Wrap

How to Make An Entire iOS App That Doesn't Look Like AI Slop (1 Hour Full Walkthrough) Let's go through how to use Claude Code, Claude Design, Seedance 2.0, GPT Image 2.0 and a few other tools to make sure this iOS app is as far from AI slop as possible while also having a completely functioning backend with pay walls 00:00 Building an App Overview 01:19 How I Made Merl in One Week 03:16 Market Research for Ideas 07:04 Choosing the Wrapper Concept 08:51 Pinterest UI Inspiration 11:16 Define Style + Mascot Plan 12:00 Create Mascots in GPT Image 2.0 17:04 Animate Mascots with Seedance 2.0 (!!) 23:41 Design Onboarding in Claude Design 29:01 Getting Some API Keys 30:35 Onboarding Video Choices 32:30 Build Full App Screens on Claude Design 33:28 Setup Supabase + Railway 35:31 Claude Code GitHub Setup 38:57 Multi Terminal + Simulator Workflow 43:17 Fixing Errors 44:00 Backend Keys Integration 46:23 Landing Page Generation 53:52 Test Generation 57:40 RevenueCat + Pricing Strategy 01:00:54 Final Wrap

ashen

70,542 views • 3 months ago

좋아하는 #최정은 댄스커버&챌린지 모음 ❤︎ 00:00 pocket locket 00:17 Touch 00:39 마지막 축제 01:02 청바지 01:26 Confident 01:38 DENIAL IS A RIVER 01:51 Pink Hoodie 02:16 ExtraL 02:55 SIGN 03:15 Devil Game 03:30 1999 03:53 PUSH 2 START 04:09 In Bloom 04:31 Shake It To The Max 04:44 Gnarly 05:22 Imma Be 05:37 Lips Hips Kiss 06:08 HEYDAY 06:31 All The Stars 06:55 THUNDER 07:30 F Girl 07:52 소원을 말해봐 08:10 Soda Pop 08:25 Anthem 08:47 ICONIK 09:07 OVERDRIVE 09:38 BURNING UP 10:03 Body 10:38 CHANEL 10:53 Jumpshot 11:00 The Fate of Ophelia 11:15 WHERE YOU AT 11:41 Bad Desire

좋아하는 #최정은 댄스커버&챌린지 모음 ❤︎ 00:00 pocket locket 00:17 Touch 00:39 마지막 축제 01:02 청바지 01:26 Confident 01:38 DENIAL IS A RIVER 01:51 Pink Hoodie 02:16 ExtraL 02:55 SIGN 03:15 Devil Game 03:30 1999 03:53 PUSH 2 START 04:09 In Bloom 04:31 Shake It To The Max 04:44 Gnarly 05:22 Imma Be 05:37 Lips Hips Kiss 06:08 HEYDAY 06:31 All The Stars 06:55 THUNDER 07:30 F Girl 07:52 소원을 말해봐 08:10 Soda Pop 08:25 Anthem 08:47 ICONIK 09:07 OVERDRIVE 09:38 BURNING UP 10:03 Body 10:38 CHANEL 10:53 Jumpshot 11:00 The Fate of Ophelia 11:15 WHERE YOU AT 11:41 Bad Desire

찜

60,864 views • 7 months ago

The Andrej Karpathy interview 0:00:00 – AGI is still a decade away 0:30:33 – LLM cognitive deficits 0:40:53 – RL is terrible 0:50:26 – How do humans learn? 1:07:13 – AGI will blend into 2% GDP growth 1:18:24 – ASI 1:33:38 – Evolution of intelligence & culture 1:43:43 - Why self driving took so long 1:57:08 - Future of education Look up Dwarkesh Podcast on YouTube, Apple Podcasts, Spotify, etc. Enjoy!

The Andrej Karpathy interview 0:00:00 – AGI is still a decade away 0:30:33 – LLM cognitive deficits 0:40:53 – RL is terrible 0:50:26 – How do humans learn? 1:07:13 – AGI will blend into 2% GDP growth 1:18:24 – ASI 1:33:38 – Evolution of intelligence & culture 1:43:43 - Why self driving took so long 1:57:08 - Future of education Look up Dwarkesh Podcast on YouTube, Apple Podcasts, Spotify, etc. Enjoy!

Dwarkesh Patel

10,762,685 views • 9 months ago

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Why Memecoins Are Dead & Is Digital ID Inevitable? - Ian Carroll "If you can kill Trump's administration's willingness to engage with #Bitcoin, that really sets JPMorgan up to go CBDCs." - Ian Carroll (0:00) - Intro (0:52) - FTX and Milei's scam (12:01) - Crypto's rep is now clear 20:48) - How Bitcoin and Nostr change you (30:29) - What's happening with gold (38:11) - Trump's 2nd term and disentangling the US (45:51) - New generations bring better understanding (51:04) - Open source AI and immutable code (59:05) - Tech oligarchy (1:04:12) - McKernan and Japanese jab deaths (1:08:44) - The challenge of digital ID (1:18:35) - Moving to Austin (1:21:58) - InfoWars (1:28:38) - In person maximalism

TFTC

124,787 views • 1 year ago

Is Claude Code Better Than Cursor? This video is a crystal clear explanation on what makes Claude Code different than Cursor, Codex and Windsurf. A classic whiteboard conversation! Next time he's on the pod (soon) he's going to build an app from scratch that will blow your mind. TIMESTAMPS: 00:00 Intro to Claude Code 00:28 Why Claude Code Is Best 02:38 Comparing Cursor, Windsurf & Claude Code 07:41 Using Claude Code with Other IDEs 12:41 Future of AI Coding Tools & Claude’s SDK 19:58 Integrating Codex with Chat GPT 21:14 Best AI Code Review Tools (Devon, CodeRabbit 26:49 Building an App with Claude Code (Step-by-Step) 35:32 Future Plans

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Riley Brown

115,665 views • 1 year ago

How to automate data cleaning with AI. Today, I'll show you how to automate data cleaning using my free AI co-pilot available on GitHub. We'll create an AI co-pilot to automate data-cleaning tasks, focusing on cleaning a customer churn dataset. I'll guide you through setting up the co-pilot and using it effectively. This AI agent is a big help. Table of Contents: 00:00 Introduction 02:52 Setting Up Libraries 06:31 Setting Up LLMs 08:31 Creating Data Cleaner Code 11:02 Data Cleaning Process 13:02 Examining Data Cleaner Function 15:02 Final Thoughts Github to AI Data Science Team (Army of Copilots): Get the Code and Future Updates by Joining my Python AI/ML Tips Newsletter:

How to automate data cleaning with AI. Today, I'll show you how to automate data cleaning using my free AI co-pilot available on GitHub. We'll create an AI co-pilot to automate data-cleaning tasks, focusing on cleaning a customer churn dataset. I'll guide you through setting up the co-pilot and using it effectively. This AI agent is a big help. Table of Contents: 00:00 Introduction 02:52 Setting Up Libraries 06:31 Setting Up LLMs 08:31 Creating Data Cleaner Code 11:02 Data Cleaning Process 13:02 Examining Data Cleaner Function 15:02 Final Thoughts Github to AI Data Science Team (Army of Copilots): Get the Code and Future Updates by Joining my Python AI/ML Tips Newsletter:

Matt Dancho (Business Science)

50,794 views • 1 year ago

240909 롤라팔루자 베를린 #세븐틴 🫶 00:00 손오공 04:36 돈키호테 07:27 멘트 11:20 달링 14:18 Ready to love 17:29 Rock with you 20:48 멘트 23:00 Left & Right 26:20 파이팅 해야지 30:20 청춘찬가 34:00 SPELL 37:26 Fire 40:08 Cheers 43:10 박수 46:23 멘트 49:30 마에스트로 52:58 SOS 56:25 HOT 1:01:58 멘트 1:04:55 Headliner 1:08:11 같이가요 1:12:18 음악의 신 1:16:28 멘트 1:17:00 아주 Nice 1:27:23 퇴장

240909 롤라팔루자 베를린 #세븐틴 🫶 00:00 손오공 04:36 돈키호테 07:27 멘트 11:20 달링 14:18 Ready to love 17:29 Rock with you 20:48 멘트 23:00 Left & Right 26:20 파이팅 해야지 30:20 청춘찬가 34:00 SPELL 37:26 Fire 40:08 Cheers 43:10 박수 46:23 멘트 49:30 마에스트로 52:58 SOS 56:25 HOT 1:01:58 멘트 1:04:55 Headliner 1:08:11 같이가요 1:12:18 음악의 신 1:16:28 멘트 1:17:00 아주 Nice 1:27:23 퇴장

moeum

1,746,702 views • 1 year ago

François Chollet (François Chollet) on the ARC Prize and how we get to AGI. At AI Startup School in San Francisco. 00:00 - The Falling Cost of Compute 00:57 - Deep-Learning’s Scaling Era & Benchmarks 01:59 - The ARC Benchmark 03:02 - The 2024 Shift to Test-Time Adaptation 05:01 - What Is Intelligence? 07:12 - Why Benchmarks Matter (and Mislead) 08:57 - ARC 1 Exposes Scaling Limits 10:58 - ARC 2: Compositional Reasoning Arrives 12:55 - Humans vs. Models on ARC2 14:58 - Previewing ARC3 & Interactive Agency 17:00 - Kaleidoscopic Hypothesis and Abstractions 22:00 - Type 1 vs. Type 2 Abstractions 26:00 - Discrete Program Search & Inventive AI 29:00 - Fusing Intuition with Symbolic Reasoning 32:00 - Building AGI Through Meta-Learning Systems

François Chollet (François Chollet) on the ARC Prize and how we get to AGI. At AI Startup School in San Francisco. 00:00 - The Falling Cost of Compute 00:57 - Deep-Learning’s Scaling Era & Benchmarks 01:59 - The ARC Benchmark 03:02 - The 2024 Shift to Test-Time Adaptation 05:01 - What Is Intelligence? 07:12 - Why Benchmarks Matter (and Mislead) 08:57 - ARC 1 Exposes Scaling Limits 10:58 - ARC 2: Compositional Reasoning Arrives 12:55 - Humans vs. Models on ARC2 14:58 - Previewing ARC3 & Interactive Agency 17:00 - Kaleidoscopic Hypothesis and Abstractions 22:00 - Type 1 vs. Type 2 Abstractions 26:00 - Discrete Program Search & Inventive AI 29:00 - Fusing Intuition with Symbolic Reasoning 32:00 - Building AGI Through Meta-Learning Systems

Y Combinator

231,796 views • 1 year ago

No Netflix this Sunday, instead Spend 50 minutes on this Claude tutorial (You’ll learn how to build Claude Skills from scratch) Chapters: 0:00 - Full Claude Skills Guide 0:41 - What are Claude Skills 10:16 - Using Claude Cowork 11:12 - What are Connectors 12:52 - Claude’s Skill Creator 14:07 - The First Claude Skill Idea 14:55 - Installing DBS Framework 15:51 - Creating a Skill using Claude 20:00 - Testing the Skills on Claude 22:10 - Reviewing Skill Evaluations 23:12 - First Claude Skill Complete 24:00 - Using the Claude Skill 25:35 - Complex Claude Skill Idea 27:00 - Enabling Gamma 27:35 - Creating the Complex Claude Skill 29:14 - Answering Claude’s Questions 30:59 - Adding Brand Guide to References 32:05 - Reviewing Skill Draft 32:46 - Testing New Claude Skill 35:40 - Editing the Claude Skill 36:50 - Reviewing Skill Edits 38:10 - Finalizing the Claude Skill 39:30 - Using the Presentation Skill Live 42:15 - Scheduling a Claude Skill 43:55 - Organizing Skills in Departments 45:28 - The Best Way to Master Claude Skills

ZARA

79,065 views • 3 months ago

Want to start building apps for Seeker | Solana Mobile? Check out this video to learn how to install the Android development tools and confirm your machine is ready with Solana Mobile Doctor. 🧑‍⚕️ Chapters: 00:00 Preview the finished environment 00:11 Review the Solana Mobile setup docs 01:08 Verify Node.js LTS 01:26 Check the environment with Solana Mobile Doctor 01:44 Open the Expo setup guide 02:33 Install Watchman and JDK 17 03:21 Install Android Studio and the Android SDK 04:15 Add the Android SDK to your shell 04:38 Accept the Android SDK licenses 05:06 Verify the finished environment

Want to start building apps for Seeker | Solana Mobile? Check out this video to learn how to install the Android development tools and confirm your machine is ready with Solana Mobile Doctor. 🧑‍⚕️ Chapters: 00:00 Preview the finished environment 00:11 Review the Solana Mobile setup docs 01:08 Verify Node.js LTS 01:26 Check the environment with Solana Mobile Doctor 01:44 Open the Expo setup guide 02:33 Install Watchman and JDK 17 03:21 Install Android Studio and the Android SDK 04:15 Add the Android SDK to your shell 04:38 Accept the Android SDK licenses 05:06 Verify the finished environment

beeman 📱

98,794 views • 15 days ago