Ihtesham Ali
@ihtesham2005
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investor, writer, educator, and a dragon ball fan π
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Joined October 2025
π¨ Someone just turned Claude into a full AI research scientist. This GitHub repo called claude-scientific-skills just quietly changed what's possible with AI in science. Most people are using Claude to write emails and summarize docs. These researchers are using it to run
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π¨ Someone just turned Claude into a full AI research scientist. This GitHub repo called claude-scientific-skills just quietly changed what's possible with AI in science. Most people are using Claude to write emails and summarize docs. These researchers are using it to run
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π¨ Microsoft just quietly solved one of the biggest problems in AI agents. Memory. In this paper, Microsoft introduces an exploratory memory-augmented LLM agent trained with a hybrid mix of on-policy and off-policy optimization and the implications are bigger than they sound.
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π¨ BREAKING: Microsoft dropped a complete AI degree on GitHub and it's actually good. The curriculum covers everything you'd pay $10k for in a bootcamp: β Neural Networks built from scratch β Computer Vision & NLP β GANs & Transformers β PyTorch + TensorFlow + Keras labs β
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π¨ BREAKING: Microsoft dropped a complete AI degree on GitHub and it's actually good. The curriculum covers everything you'd pay $10k for in a bootcamp: β Neural Networks built from scratch β Computer Vision & NLP β GANs & Transformers β PyTorch + TensorFlow + Keras labs β
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π¨ Microsoft just quietly solved one of the biggest problems in AI agents. Memory. In this paper, Microsoft introduces an exploratory memory-augmented LLM agent trained with a hybrid mix of on-policy and off-policy optimization and the implications are bigger than they sound.
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Chain of Thought is dead. I just tested Atom of Thought prompting and it's making AI models 30-40% more accurate on complex reasoning tasks. The accuracy gains made me question everything I thought I knew about prompting. And the core idea destroyed my mental model in the best
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π¨ Someone just built a self-hosted AI companion that plays Minecraft, chats with you in real-time, and runs completely on your own hardware. It's called Airi and it's not a demo. It's a real AI companion with memory, voice, personality, and a Live2D body that moves when it
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Each of these prompts replaces work that costs: - Strategy Analyst: $100K/year - Senior Consultant: $140K/year - Engagement Manager: $200K/year Board-ready competitive intelligence in 15 minutes instead of 3 weeks. Copy a prompt. Replace the brackets. Get Deloitte-level
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14/ Strategic Recommendations Deck "You are a Senior Partner at McKinsey. Based on all prior analysis, give strategic recommendations for [COMPANY NAME]. Please provide: - Top 3 strategic priorities - Short-term actions (0β12 months) - Medium-term plays (1β3 years) - Long-term
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13/ Disruption Threat Analysis "You are an Innovation Consultant. I need disruption analysis for [INDUSTRY]. Please provide: - Emerging startups - New technologies threatening incumbents - AI automation impact - Margin compression risks - Substitute products - Timeline to
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12/ Growth Strategy Reverse-Engineering "You are a Growth Partner at Bain. I need to reverse-engineer the growth strategy of [COMPANY NAME]. Please provide: - Revenue growth sources - Product expansion timeline - Geographic expansion timeline - Pricing strategy evolution -
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