The distinction between knowing a machine might fail versus knowing exactly how to fix it is huge.
AI
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Memory Feature Launch for AI Characters
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Memory is finally here we remembered our promise and now your Characters will too!
over the next few weeks, we're dropping a series of new Memory features. stay tuned(゚▽゚)♡ -

Prescriptive Analytics Beats Predictive Maintenance for Industrial Solutions
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Predictive maintenance is good, but prescriptive analytics is better. Sundeep Ahluwalia, CPO at TDK SensEI, notes that telling a team a machine might fail is only half the battle. Using historical data to tell them exactly how to fix it is the win. Sponsored by TDK. #tdk_iiot pic.twitter.com/rAPLSUN8Cs
— Lucian Fogoros (@fogoros) 22 avril 2026Predictive maintenance is good, but prescriptive analytics is better. Sundeep Ahluwalia, CPO at TDK SensEI, notes that telling a team a machine might fail is only half the battle. Using historical data to tell them exactly how to fix it is the win. Sponsored by TDK. #tdk_iiot
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CEO discusses new diplomacy of AI chip wars at Web Summit
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Our CEO @RodrigoLiang will be at @WebSummit Vancouver where he'll be diving into the new diplomacy of the AI chip landscape.
— SambaNova (@SambaNovaAI) 22 avril 2026
Don’t miss it 🦾
🗓️ May 13 | 2:00 – 2:20 PMhttps://t.co/Nfcmps4DFt pic.twitter.com/1qduQN4lIxOur CEO @RodrigoLiang will be at @WebSummit Vancouver where he'll be diving into the new diplomacy of the AI chip landscape. Don’t miss it May 13 | 2:00 – 2:20 PM https://
vancouver.websummit.com/sessions/van26
/777c4409-1a00-428e-ba1e-59898cb69085/the-new-diplomacy-of-the-ai-chip-wars/
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NVIDIA Earth-2 AI Models Transform Satellite Data Into Life-Saving Forecasts
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🌍 Real-time data is the ultimate tool for Earth Day.
— NVIDIA AI (@NVIDIAAI) 22 avril 2026
NVIDIA Earth-2 models like HealDA, built with collaboration from @MITREcorp and @NOAA, turn satellite observations into life-saving forecasts in just minutes.
We’re moving past physics modeling alone to on-demand AI that… pic.twitter.com/ByzNjTOOMBReal-time data is the ultimate tool for Earth Day. NVIDIA Earth-2 models like HealDA, built with collaboration from @MITREcorp and @NOAA
, turn satellite observations into life-saving forecasts in just minutes. We’re moving past physics modeling alone to on-demand AI that -
LLMs and the Future of Software Engineering Work
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LLMs write better code than most human engineers. If code is handled, what's left for us?
— Dan Shipper 📧 (@danshipper) 22 avril 2026
I chatted with @kieranklaassen, GM of @CoraComputerCora and creator of compound engineering, on @every's AI & I about where humans fit now that AI can generate high-quality code, copy,… pic.twitter.com/md9nPAtaHQLLMs write better code than most human engineers. If code is handled, what's left for us? I chatted with @kieranklaassen
, GM of @CoraComputerCora and creator of compound engineering, on @every
's AI & I about where humans fit now that AI can generate high-quality code, copy, -
Token Role Markers Enable Context Attribution in LLM Chatbots
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We convert LLMs into chatbots by using markers, eg User and Assistant: User: What's the capital of France?
Assistant: Paris.
User: What did I just say? the "I just said" attribution works because the tokens are cleanly labeled with role markers. But strip the markers and