Most people use ChatGPT for writing emails. Meanwhile, I just used it to build a 5-year strategy for a B2B SaaS startup. The entire output looked like a $30K PwC deck. Here’s what I asked it to do:
LLMS
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AI Replaces PwC: LLMs as Strategy Advisors with Mega Prompts
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RIP PwC. You don’t need $500/hr consultants anymore. LLMs like GPT-5, Claude, and Gemini can now act as high-level strategy advisors. One mega prompt can do: • SWOT analysis
• TAM/SAM/SOM
• Growth levers
• Risk mapping
And more. Here’s how to replace a firm with AI: -
Realizing the environmental impact of ChatGPT conversations
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Never considered the environmental impact of my ChatGPT conversations.
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ChatGPT’s technical accuracy with this prompt is surprisingly impressive.
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The technical accuracy of what ChatGPT generates with this prompt is honestly surprising and impressive to witness.
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iOS App for Local LLM Chat Causes Severe Battery Drain
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my ios app to chat with llms locally drains battery like hell
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Document value in model training data
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One thing I've never understood is how much value an individual document has to training a model – are there single books that, if included in the training data, would
materially improve the resulting model? -
AI Hallucinations: Why Benchmarks Don’t Measure Real Performance
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A very interesting text from OpenAI about hallucinations: AI models shine on leaderboards—but often not in practice. The reason: benchmarks usually only measure accuracy. Anything that is not correct—whether it is a clear error or an honest “I don't know”—is scored with 0
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Sonoma Sky Alpha and Sonoma Dusk Alpha Stealth Models Released
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Sonoma Sky Alpha and Sonoma Dusk Alpha two new stealth models are now available in anycoder via @openrouter Context: 2 million tokens
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Evals Matter for Frontier Models, Not Product Builders
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Let’s settle the evals debate. If you’re a lab, building general-purpose frontier models, yes, evals matter. If you’re a product builder, evals mostly don’t matter. It’s that simple.
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Agentic Design Patterns: Hands-On Guide to Intelligent Systems
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[online e-book] Agentic Design Patterns — Hands-On Guide to Building Intelligent System: https://
docs.google.com/document/d/1rs
aK53T3Lg5KoGwvf8ukOUvbELRtH-V0LnOIFDxBryE/mobilebasic
… by @antoniogulli