AI can dynamically generate contextual solutions by processing existing plant documentation in real-time.
AI
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AI Knows More, Humans Learn Faster: Key Differences
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Any AI knows more than any individual human But any individual human learns faster than any AI
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AI Tool for Community Analysis and Platform Balance
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I see many making that point, and did an audio space with @BrianRoemmele this week. Hope @ElonMusk and @nikitabier figure out how to keep the whales while also helping make the product great for new and smaller accounts too. Me? I made an AI to help me see the AI community here
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discrawl 0.6.0 enables Discord DM reading without custom login
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discrawl 0.6.0 is out! Biggest new feature is that it can now *read* Discord DMs without any custom login tricks that might get you blocked. No writing since it's not nice to send humans slop.
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Image Support Finally Coming to Long-Awaited Roadmap Feature
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They've had it shown on their roadmap for a couple of years now. Dunno why it's taken a long time but hopefully it'll come soon – so much stuff I want to do requires images (e.g reviewing app UI progress; looking at charts; …)
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Automating alarm text generation from signal analysis
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The current process has integrators manually writing alarm text after analyzing each signal. Labor-intensive and generic.
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DeepSeek Release Reception Shifts: Cultural Norms Changing
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There was a time when the release of DeepSeek was celebrated in a different way. Customs are no longer respected…
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AI-Powered Alarms: Automated Content Generation From Documentation
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Traditional alarms: integrator defines text based on signal input.
— Lucian Fogoros (@fogoros) 24 avril 2026
AI-powered alarms: system creates new content from documentation to provide specific solutions.
Partner content with Coreflux. #coreflux_ai pic.twitter.com/i6WP0WlXVpTraditional alarms: integrator defines text based on signal input.
AI-powered alarms: system creates new content from documentation to provide specific solutions.
Partner content with Coreflux. #coreflux_ai -

DeepSeek V4 Flash runs on 4x DGX Spark cluster with Codex Cli
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DeepSeek V4 Flash is now running on 4x DGX Spark / GB10 cluster Had to patch several things in vLLM to get it up w/ PyTorch fallbacks Targeted kernel optimization is next up P.S. Codex Cli w/ GPT-5.5 XHIGH handled the whole thing on its own, now we optimize those GB10 kernels x.com/TheAhmadOsman/…
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Specifying Model Selection in Prompts and Skills
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You could explicitly state that in your prompt, or build skills that dictate which model the skill uses.