To keep pace with AI progress, we're advancing how we study Claude's economic impact. Hourly sampling and survey data show us how the cadences of life shape usage, what people produce with Claude, and how perceptions of AI's impact may be changing.
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One memory for all 10,000+ notes in structured form for AI agents
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Our talk just got selected as a keynote for the AI Engineer World's Fair 2026. So I want to share what @pauliusztin_ and I built: one memory for all 10,000+ of our notes. Everything I've learned and saved now lives in one structured memory my agents can actually use. It takes
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HyperExtract: LLM framework converting unstructured text to knowledge
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/4 HyperExtract turns messy documents into actual knowledge systems. It is an LLM-powered framework for converting unstructured text into strongly typed Knowledge Abstracts. It can extract simple lists, Pydantic models, knowledge graphs, hypergraphs, and spatio-temporal graphs.
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MinerU parses ugly documents into clean Markdown and JSON for LLM workflows
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/5 MinerU parses ugly documents into clean Markdown and JSON for LLM workflows. It supports PDFs, DOCX, PPTX, XLSX, images, and web pages through a VLM + OCR dual engine. It can handle scanned docs, handwriting, formulas to LaTeX, tables to HTML, multi-column layouts, and
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Fugu Ultra unavailable in EU due to GDPR and AI Act
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Well, I discover that the Japanese AI model Fugu Ultra, which I mentioned in this post (potential alternative to Mythos, Fable or GPT 5.6), is not available in the European Union due to GDPR and the AI Act. There.
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Erik Bryn’s praise for Azeem’s GenAI Economy data collection
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What an amazing collection of data about the GenAI Economy! Kudos to @azeem and his team.
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Microsoft announces Skills for Copilot in Excel for finance
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Microsoft announced Skills for Copilot in Excel!
— 🚨 AI News | TestingCatalog (@testingcatalog) 26 juin 2026
> Today, we’re introducing new features built for financial professionals to continue doing that with skills for repeatable workflows, new financial connectors for trusted data, and improved capabilities for traceability.
We'll… https://t.co/UcuXHEQZQw pic.twitter.com/m3sjCBTli9Microsoft announced Skills for Copilot in Excel! > Today, we’re introducing new features built for financial professionals to continue doing that with skills for repeatable workflows, new financial connectors for trusted data, and improved capabilities for traceability. We'll
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Grok’s reports improve by learning from uploaded videos
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Grok's reports are getting better about what it learned by watching the videos I upload:
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NVIDIA-accelerated AI aids PYLER in brand safety for advertisers
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Every day, millions of videos compete for advertising dollars. Ensuring brands appear alongside the right content requires AI that can understand context at scale.
— NVIDIA (@nvidia) 25 juin 2026
PYLER is helping advertisers improve brand safety and campaign performance with NVIDIA-accelerated AI that analyzes… pic.twitter.com/9xSDjj9e9gEvery day, millions of videos compete for advertising dollars. Ensuring brands appear alongside the right content requires AI that can understand context at scale. PYLER is helping advertisers improve brand safety and campaign performance with NVIDIA-accelerated AI that analyzes
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Pim de Witte accidentally built the perfect world model data collection business
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on their @latentspacepod we covered how @pimdewitte accidentally made the PERFECT world model data collection business by collecting the world's largest dataset of trainable (video,action) pairs.
— swyx @aiDotEngineer WF (@swyx) 25 juin 2026
turning the attention economy into the attention industry.
congrats Pim!!
link… https://t.co/Al4NGdX71W pic.twitter.com/opgI2Kk95Kon their @latentspacepod we covered how @pimdewitte accidentally made the PERFECT world model data collection business by collecting the world's largest dataset of trainable (video,action) pairs. turning the attention economy into the attention industry. congrats Pim!! link