The writing is on the wall for higher ed.
MARKET TRENDS
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2025 LLMs Compared: Architecture Differences and Technical Innovations
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Comparing & Contrasting Recent LLMs Architecture > DeepSeek-V3/R1
> OLMo 2
> Gemma 3
> Mistral Small 3.1
> Llama 4
> Qwen3 (dense+MoE)
> SmolLM3
> Kimi 2
> GPT-OSS Are 2025 LLMs really that different from each other? MoE, MLA, GQA, sliding window, normalization games & more. -
Google’s Ambitious World Modeling Project This Century
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Google despite whatever we say about it fumbling and what not has been the most ambitious project in this century they've the world perfectly modeled from every aspect and depth
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Ellison’s $300B GPU Cluster Bet on AGI
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> be me
> Larry Ellison
> own a database empire, a sailboat, and a disdain for poor people > OpenAI wants to build AGI
> needs compute
> *a lot* of compute
> like “$300B GPU cluster in a volcano” levels of compute > "Hello. I own Oracle Cloud. Also, I’m rich."
> sign $300B GPU -
Leaders excited but confused about AI implementation strategy
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Aaaand…. Excited to come out of stealth! After years covering the AI space, two things are crystal clear: Leaders are excited about AI. Leaders are confused by AI. They love the *idea* of it, but they're not sure how to implement it in their organization. 🧵
→ View original post on X — @strongreporter, 2025-09-12 17:20 UTC
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AI prompt replaces a week of manual market analysis work
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7/ If you’re still building market analysis models by hand, you’re wasting days. Claude just proved that one AI prompt can replace a week of manual work.
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AI’s major leap: building complex business models like an analyst
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5/ This shows a major leap: AI isn’t just generating content anymore. It’s building complex business models like an analyst would.
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Claude creates market analysis Excel model from single prompt
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1/ I gave Claude this single prompt: Create a complete market analysis Excel model for the [INSERT INDUSTRY] industry. Conduct deep research, step by step, to find authoratitative data on the requested analyses below. Build:
– TAM/SAM/SOM analysis 2024-2030
– Competitive -
Claude creates a complete market analysis Excel model in one prompt
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I just asked Claude to build a full market analysis Excel model.. and it nailed it. One prompt. Everything done. Pivot tables. Power Query. Monte Carlo simulations. Competitive landscapes. Here's the prompt :
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AI Usage Levels: Google, Intern, Cofounder
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most people use ai like google. the smart ones use it like an intern. the elite use it like a cofounder.