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AlphaFold Did a Billion Years of Work in One. Bottleneck Moved. · Hanh D. Brown

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AlphaFold Did a Billion Years of Work in One. Bottleneck Moved.. A single program folded 200 million proteins in about a year. The same work, one doctoral student at a time, would have taken a billion years. The bottleneck has moved from intelligence to direction. ai-2026 alphafold protein-folding ai-agents direction-setting For 50 years, biology had …

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What Should Your Kid Learn When AI Does the Heavy Lifting? · Hanh D. Brown

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What Should Your Kid Learn When AI Does the Heavy Lifting?. You watch your kid type a half-finished sentence into an AI chatbot and come back with a paragraph that scans better than yours did at their age. Do they still need the slow work? ai-2026 parenting-ai ai-ready-kids foundations-vs-tools kids-and-ai You watch your kid type …

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Physical AI Trains Robots in a Simulated World First · Hanh D. Brown

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Physical AI Trains Robots in a Simulated World First. The chips built to make games look real became the engines of AI. Now they train machines to move, in a simulated world that runs millions of practice trials before lunch. ai-2026 physical-ai robotics simulation-training ai-energy The chips built to make video games look real became …

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Small Language Models with Hugging Face transformers Library + smolLM3

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  Contents# Small But Powerful# Why Small Language Models Deserve More Attention# Understanding SmolLM3’s Architecture# Setting Up Your Environment# Loading SmolLM3 and Running Your First Inference# Building a Multilingual Support Ticket Router# Adding Tool Calling to SmolLM3# Fine-Tuning SmolLM3 on Domain Data# Conclusion # Small But Powerful  Running a 70B model in production can be expensive, slow, and, for many tasks, unnecessary. If you’re building …

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Continual Learning Makes AI Remember Your Team’s Work · Hanh D. Brown

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Continual Learning Makes AI Remember Your Team’s Work. The smartest model is still a stranger to your company. Continual learning is the bet that the next gain is not a smarter stranger, but a model that has learned you. continual-learning ai-memory fine-tuning rag model-weights The smartest model in the world is still a stranger to …

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AI Infrastructure Runs on Light, Not Just More Chips · Hanh D. Brown

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AI Infrastructure Runs on Light, Not Just More Chips. The model you talk to is the tip of the iceberg. Under it sit energy, chips, and miles of light-carrying optics that have to be built somewhere. ai-infrastructure optical-interconnect silicon-photonics ai-factory reindustrialization The model you talk to is the tip of the iceberg. Under the water …

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7 Best Web Crawling Tools and APIs in 2026

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  Contents# Crawling, Not Scraping# 1. Olostep# 2. Firecrawl# 3. ScrapeGraphAI# 4. Scrapling# 5. Crawl4AI# 6. Scrapy# 7. Crawlee# Final Thoughts # Crawling, Not Scraping  People often confuse web scraping with web crawling, but they are not the same thing. Web scraping usually means extracting content from a specific page. You give the tool a URL, and it returns the content from that page in …

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