AI tools aren’t the edge.
System design is. Chatbots = interface
Automation = leverage
Knowledge = memory
Data + workflows = ROI Tools are replaceable.
Capabilities aren’t.
AI
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System Design Matters More Than AI Tools Themselves
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Tech Executives Targeted: Anti-AI Extremism and Extinction Fears
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Attacks on Sam Altman, including the recent Molotov cocktail and gunfire attack within days, highlight an escalation in anti-AI sentiment, with authorities uncovering a "kill list" of tech executives tied to extremist fears about AI-driven extinction. Experts warn this reflects
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Choosing Trustworthy AI Model Providers Over Cheap Alternatives
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Use a model provider you trust. If you go on a marketplace, pick a trusted provider, not the one with a price so cheap it makes you wonder how they pull this off.
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Public Perception and Comparative Analysis of Leading LLMs
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According to r/ChatGPT – Gemini and Claude is better According to r/Claude – ChatGPT and Gemini is better According to r/GeminiAI – Gemini struggles to compete with ChatGPT and Claude
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Open Source AI Systems Reject Security Through Obscurity
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Uhm, you don’t need to “extract” the system prompt. It’s open source and you can read it right in the code. There’s nothing secret in there. We’re not like Claude Code or others who think security by obscurity is helpful.
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Karpathy’s LLM Insights Turned Into Claude Code Config Fix
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Karpathy's X thread about LLM failures is now a config file fixing Claude Code. Claude Code has a well-known problem. It over-explains, adds code you didn't ask for, and forgets your constraints mid-conversation. Andrej Karpathy studied these failures closely. He found
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IndiaAI Startups Global Acceleration Program Cohort II Launched
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Big ideas. Global ambitions. Presenting the shortlisted startups for the IndiaAI Startups Global Acceleration Program Cohort II— a cohort of innovators building AI solutions for real-world impact across sectors. Stay tuned as they scale their innovations beyond borders. Click
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French Senate Creates Algorithmic Presumption of Guilt for AI Copyright
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The French Senate has just invented algorithmic presumption of guilt. If an AI produces something that resembles a work, it is presumed guilty of having used it. Up to it to prove otherwise. With datasets of billions of texts: good luck. Who is penalized? Not OpenAI. Not
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Using Feynman-style loops in AI prompting
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Have you tried adding Feynman-style loops to your AI prompts yet? Want me to build a version of this for your field? Let me know in the comments