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Medial • 2d
𝗜 𝘀𝗽𝗲𝗻𝘁 𝟰+ 𝗵𝗼𝘂𝗿𝘀 𝗿𝗲𝘄𝗮𝘁𝗰𝗵𝗶𝗻𝗴 𝗞𝗮𝗿𝗽𝗮𝘁𝗵𝘆’𝘀 𝗬𝗖 𝗸𝗲𝘆𝗻𝗼𝘁𝗲. And I realized — we’ve been looking at LLMs the wrong way. They’re not just “AI models.” They’re a new kind of computer. • LLM = CPU • Context window = memory • Orchestration of tools + compute = like how OS manages resources The ecosystem already looks like old OS battles: • OpenAI, Anthropic, Gemini = Windows/macOS • Llama, Qwen, DeepSeek = Linux • Apps (Cursor, Notion AI, etc.) = cross-platform, can run on any LLM backend Switching between GPT, Claude, or Gemini? → literally just a dropdown. But here’s the key insight: We’re basically back in the 1960s of computing. • Compute is expensive → everything lives in the cloud • Users are thin clients → just pinging infra over APIs • No GUI yet → prompting feels like a terminal • No universal shell → only apps, wrappers, hacks And unlike electricity, computers, or the internet (which started in govt/enterprise first)… LLMs went straight to consumers. Billions got access before big corporations even figured them out. That’s crazy. So no — LLMs aren’t just tools or APIs. They’re a foundational computing layer. A programmable OS for intelligence. We’re still very early. The personal LLM moment hasn’t happened yet… but it will.
Python Developer 💻 ... • 5m
3B LLM outperforms 405B LLM 🤯 Similarly, a 7B LLM outperforms OpenAI o1 & DeepSeek-R1 🤯 🤯 LLM: llama 3 Datasets: MATH-500 & AIME-2024 This has done on research with compute optimal Test-Time Scaling (TTS). Recently, OpenAI o1 shows that Test-
See MoreFcuk imposter syndro... • 25d
Master LLMs without paying a rupee. LLMCourse is a complete learning track to go from zero to LLM expert — using just Google Colab. You’ll learn: – The core math, Python, and neural network concepts – How to train your own LLMs – How to build and
See MoreStartups | AI | info... • 3m
Google DeepMind just dropped AlphaEvolve‼️ A Gemini powered coding agent that evolves algorithms and outperforms AlphaTensor. It delivers: — 23% matrix speedup — 32.5% GPU kernel boost — 0.7% global compute recovery Using Gemini Flash + Pro, it re
See MoreMapping AI to Use-ca... • 1y
Are there any data scientists here? What new ways are you using large language models (LLMs) in your everyday tasks? Do you think we should include LLM topics in data science courses? If so, what should we focus on teaching? For example: - The bas
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