Categorization: We've had tag clouds and taxonomy for forever. Historically, lots of manual work pushed to user, to outsourced teams, or (for very large companies) custom-built models. Now categorization models are trivial, scale to the moon, and liberate people from this work.
AI
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Hardware Cabinets vs Software Functions: Industry Manufacturing Shift
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Which manufacturers in your industry will still be buying hardware cabinets while competitors deploy functions in software? @IIoT_World @CRudinschi @agentic_factory @DigitalColmer @RichRogers_
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AI-Assisted Generation Still Searching for High-Value Use Cases
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Rob: AI-assisted generation is still in early stages. Saving someone 2 minutes isn't interesting. Saving someone a day is. We don't seem to have good patterns for where it is *actually* unlocking excess value yet, but many companies doing e.g. auto-generated notes on calls, etc.
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Suggest Prompts to Users Instead of Blank LLM Input Box
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Given you know domain better than customers rather than giving blank text box for interaction with LLM over deterministic domain model, give suggestions of what they could ask for.
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Why Stupid Systems Can Still Be Dangerous
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Why why why is it so hard to understand that stupid systems can still be dangerous?
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LLMs Simplify Search Interfaces Beyond Boolean Logic for All Users
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Rob: Lay users (non-engineers) don't understand boolean logic like AND/OR. We once relied on complex composed interfaces to do filtering/search, and/or pseudo-syntax. LLMs can reinvent some interfaces to make them radically simpler and more effective for users. Everyone can text
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Top Six In-Product AI Usage Patterns From Chat to Agentic
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In-product usage #1: "Chat" / conversational interface
#2: Generation
#3: Categorization
#4: Ingestion
#5: Analysis
#6: Agentic interfaces (MCP / CLI) -
$10K/month with Claude, no coding needed
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>estaba usando Claude como si fuera Google
— SONIA (@S0N_IA_) 14 avril 2026
>solo un MacBook y nada más
>la misma herramienta que tiene todo el mundo
>encontré este análisis el martes
>un tipo creó 17 habilidades con eso
>$312 al día
>casi $10K al mes
>no por programar
>no por alguna API secreta
>por un… https://t.co/RLA5n17gkk pic.twitter.com/fAzn6nclVv>I was using Claude like it was Google >just a MacBook and nothing else >the same tool everyone has >I found this analysis on Tuesday >a guy created 17 skills with it >$312 a day >almost $10K a month >not by programming >not by some secret API >with a habit
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True Sovereign AI Requires Control Over Data Infrastructure and Compute
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True Sovereign AI ≠ “we host it locally”. It’s control over: • Data
• Model architecture
• Compute
• Inference
• Data centers
• Value creation Miss one layer → no real sovereignty. #SovereignAI #AIInfrastructure #Geopolitics #AIStrategy -
Launch of AI for Powerpoint tool Verso on ProductHunt
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This Sunday, we launched our "AI for Powerpoint", Verso, on ProductHunt. It went comically wrong, with only 1 upvote towards the end of the day: my own. Yet many people told us they had upvoted. Then why did it cap to 1.0 ? Even if ProductHunt downweights upvotes from