I really don't get it What AI do you use? Everything is literally easy now? Why are you spending a year on stuff? I make stuff in an hour or day now
AUTOMATION
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CHRO uses AI ‘Claudia’ to boost productivity 73% in 8 weeks
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Talked to a non-technical CHRO who’s seen 73% productivity gains with AI. She built a time invoicing system with “Claudia” to audit her own output and impact. In 8 weeks, she ran 310 Cowork sessions, built 17 skills, set up 5 recurring scheduled workflows, and created 1 chief
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20 Must-Try AI Tools for 2025: Covering All Categories
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20 must-try AI tools for 2025. This stack covers everything: chat & reasoning image gen video gen voice/music AI search automation AI agents My top 3 right now: ChatGPT, Perplexity, Midjourney. What are yours? #AI #AITools #GenerativeAI #Automation
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Jensen Huang compares an AI agent to a worker in a workshop
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Jensen Huang’s simplest explanation of an AI agent: a worker in a workshop.
— NVIDIA (@nvidia) 19 juin 2026
The model thinks. The harness gives it form. Tools and skills let it act. And the runtime gives the agent a place to get work done. pic.twitter.com/mrahjDICRQJensen Huang's simplest explanation of an AI agent: a worker in a workshop. The model thinks. The harness gives it shape. Tools and skills allow it to act. And the execution environment gives the agent a place to perform its work.
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AI cascade detects fruit mislabeling at self-checkout counters
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The "banana trick" at self-checkout works by ringing up a £4 avocado as a 40p onion The fix is a simple AI cascade. @Ultralytics YOLO detects each item, a classifier (EfficientNet, MobileNetV4, etc) tells you what it actually is, and then cross-checks against the POS scan
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Founders test models on unsolved problems: completing work vs making work
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Very good point. See something similar talking to founders with very specific hard problems to solve – they test each new model for the ability to churn through their list of unsolved problems. In both cases, completing work v making work.
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Anthropic CEO observes a $62k YouTube strategy leak
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El CEO de Anthropic viendo que un tipo usó Claude para construir un sistema de YouTube de +$62,000/mes y acaba de filtrar toda la estrategia GRATIS https://t.co/pXx0sWiGbZ pic.twitter.com/Yj0FgC6PzP
— Nico (@nicos_ai) 19 juin 2026Anthropic CEO seeing that a guy used Claude to build a YouTube system making over $62,000/month and just leaked the entire strategy for FREE
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Firecrawl’s Prometheus Agent Writes Scraper Code from Requests
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Firecrawl launched a Forward Deployed Agent for web data!
— Sumanth (@Sumanth_077) 19 juin 2026
Prometheus is an experimental agent that turns plain-English data requests into working scraper code. You describe what you want, it writes a TypeScript collector using the Firecrawl SDK, runs it against the live site to… https://t.co/Zz1OKvGplh pic.twitter.com/9HrDEk1xjtFirecrawl launched a Forward Deployed Agent for web data! Prometheus is an experimental agent that turns plain-English data requests into working scraper code. You describe what you want, it writes a TypeScript collector using the Firecrawl SDK, runs it against the live site to
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AI capturing tribal knowledge eases operators, scales adoption exponentially
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When AI acts as expert knowledge base capturing retiring tribal knowledge and makes operators' jobs easier, adoption scales exponentially.
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AI must bridge gap between algorithms and experienced operators
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AI must bridge the gap between algorithms and operators with 20-plus years of domain experience dealing with dynamic plant situations.