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Curated by: Jian Zhao (52 videos)
๐ LINKS MENTIONED IN THE VIDEO ๐ Claude Opus 4.1 Official Announcement โ https://www.anthropic.com/news/claude-opus-4-1 ๐ Claude Opus 4.1 System Card โ https://www.anthropic.com/news/claude-opus-4-1 ๐ Claude AI Platform โ https://claude.ai/ ๐ Claude Projects Feature Guide โ https://www.anthropic.com/news/projects ๐ How to Create Claude Projects โ https://support.anthropic.com/en/articles/9519177-how-can-i-create-and-manage-projects ๐ Claude API Documentation โ https://www.anthropic.com/api ๐ OpenRouter AI Platform โ https://openrouter.ai/ ๐ OpenRouter Model Pricing โ https://openrouter.ai/docs/overview/models ๐ Amazon Bedrock Claude Models โ https://aws.amazon.com/bedrock/claude/ ๐ See why I spent \$15,000 testing AI models and whether Claude Opus 4.1 lives up to the \$2.50 per interaction price tag ๐ I put Claude Opus 4.1 through real-world coding tests after spending over $15,000 on AI models in 3 months. You'll see honest results of the 74.5% SWE-bench coding benchmark, live UI redesign fails, LinkedIn content generation, and whether this "one standard deviation improvement" over Opus 4 justifies the premium pricing for serious developers and businesses. ๐ก You'll discover exactly how much I've spent testing Claude, Sonnet, and other AI models ๐ฅ You'll see live coding tests on my actual Percruit website landing page project ๐ ๏ธ You'll learn when Claude Opus 4.1's \$15/\$75 per million tokens is worth the cost โก You'll witness real-time UI/UX design failures and successes with extended thinking ๐ You'll get my exact prompting strategies for expert-level AI interactions ๐ง You'll understand Claude Projects for brand writing guidelines and knowledge bases ๐ You'll see direct comparisons between Claude Opus 4 vs 4.1 performance ๐ You'll learn integration options: OpenRouter, Amazon Bedrock, Google Vertex AI ๐ You'll discover when to use expensive models vs cheaper alternatives ๐ป You'll master extended thinking mode with 6,553 token budget optimization --- โฑ๏ธ TIMESTAMPS / CHAPTERS 00:00 โ Intro 00:06 โ Claude Opus 4.1 Release & Performance Claims 00:30 โ SWE-Bench Results: Sonnet 3.7 vs Opus 4 vs 4.1 00:42 โ My \$15,000 AI Spending Reality Check 01:42 โ Real-World Testing Philosophy & Experience 02:03 โ OpenRouter Setup & Extended Thinking Demo 02:24 โ Percruit Website Coding Challenge 02:49 โ Live UI/UX Redesign Test 03:50 โ Cost Analysis: \$2.50 Interaction Breakdown 04:44 โ Second Attempt & Enterprise Design Results 05:24 โ LinkedIn Content Generation Test 05:57 โ AI Writing Style Detection Issues 06:19 โ Claude Projects for Brand Guidelines 07:02 โ Cost vs Performance Analysis 07:32 โ When to Use Expensive vs Cheap Models 07:56 โ GPT-OSS Model Release Mention 08:03 โ Outro / Next Steps #ClaudeOpus41 #AnthropicClaude #AICoding #ClaudeAPI #OpenRouter #AIModels #CodingAI #ClaudeProjects #AITesting #ProfessorPatterns #AIDevelopment #AIBenchmarks #SWEBench #ExtendedThinking #ClaudeUpgrade #AIPerformance #CodingAssistant #AIComparison #ClaudeVsGPT #AISpending #PremiumAI #EnterpriseAI #AIWorkflow #DeveloperTools #MachineLearning #ArtificialIntelligence #TechReview #AIInsights #ModelEvaluation #AIEfficiency #CodingTools #AIProductivity #TechTutorial #AINews #ModelComparison #AICapabilities #TechAnalysis #AIResearch #CodeGeneration #AIDebugging #TechDemo #AIApplications #ModelTesting #TechEducation #AIInnovation #CodingWorkflow #AIOptimization #TechGuide #ModelPerformance #AITechnology #TechContent #AIBenchmarking #CodingBenchmarks #AIValue #TechInsight #ModelPricing #AIROIDevelopment #TechTrends #AIProgress #ModelUpgrade #TechComparison #AIFuture #CodingAI2025 #AnthropicAPI #CloudAI #TechReviews #AIExperiment #ModelAccuracy #TechBreakdown #AIDiscovery #CodingChallenge #TechInnovation #AIAdvancement #ModelFeatures #TechEvaluation #AILearning #CodingPerformance #TechCommunity #AIIndustry #ModelIntegration #TechUpdates #AICapability #CodingEfficiency #TechSolutions #AIBusiness #ModelDeployment #AIAccessibility #CodingTechnology #TechStrategy #AIRevolution #ModelEvolution #CodingInnovation #TechProgress #AISoftware #ModelRanking #CodingAdvancement #TechExploration #AIImpact #ModelSelection #CodingExcellence #TechMethodology #AISystem #ModelOptimization #CodingPlatform #TechFramework #AIIntegration #ModelConfiguration #CodingArchitecture