What happens when your AI recommendation conflicts with the laws of thermodynamics? @IIoT_World @CRudinschi @agentic_factory @danielbastos @joannefriedman @AshokNellikar
AI
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AI Will Replace Your Job: Retrain as an AI Orchestrator
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Madame,
— Docteur Laurent Alexandre (@dr_l_alexandre) 25 avril 2026
Protester contre l’IA ne sauvera pas vos emplois chez @Allianz
Formez vous pour piloter les IA !
Les IA feront votre job mieux que vous pour moins cher
Devenez orchestrateur des IA
Bossez au lieu de geindre contre l’inéluctable ! https://t.co/5Vkl2J0BNQMadame, Protesting against AI won't save your jobs at @Allianz Train yourself to pilot AIs! AIs will do your job better than you for less money Become an orchestrator of AIs Work instead of whining against the inevitable!
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Eight-Step AI Process: From Problem Definition to Responsible Deployment
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AI isn’t magic. It’s a process. 8 steps:
define problem
collect/prepare data
choose model
train
evaluate
fine-tune
deploy
ensure ethics & safety Real value comes from running this loop well. #AI #MachineLearning #DataScience #ResponsibleAI -

AGI Club Validator Council Guardians of Integrity
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α‑AGI CLUB · Validator Council Guardians of Integrity. Where proof becomes settlement, reputation becomes law, and protocol evolution is defended. Validate. Govern. Protect. Shape. #AGIALPHA
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Industrial AI Success Measured by Uptime Not Engagement
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The right partners understand that industrial AI success is measured in uptime percentages, not user engagement metrics.
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Timeline where only LLMs exist after resistance prevents true AI
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our timeline has only llms because the resistance sent someone back in time to prevent the birth of everyone who was going to build actual ai
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Qwen 3.6 27B remains the top 2026 AI release with RTX 3090s
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Qwen 3.6 27B is still the release of 2026 for me despite everything else that has come out Pair it with a couple of RTX 3090s and you’re set even if they banned AI everywhere
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Create HuggingFace organization to engage ML interns
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Create an org on HF with a good org card and we’ll unleash our ml-interns on it!
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Industrial AI Must Respect Physical and Chemical Constraints
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Industrial AI must respect thermodynamic limits, material stress thresholds, and chemical reaction rates that consumer AI never encounters.
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Industrial AI Optimizes Physics Over User Experience
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Partner content with Siemens.
— Lucian Fogoros (@fogoros) 25 avril 2026
Consumer AI optimizes for user experience. Industrial AI optimizes for physics. Siemens brings industrial domain knowledge and the right technology stack together. Your centrifugal pump doesn't care about user interface design. #HM26 #sie_us pic.twitter.com/KKArMXj4L0Partner content with Siemens. Consumer AI optimizes for user experience. Industrial AI optimizes for physics. Siemens brings industrial domain knowledge and the right technology stack together. Your centrifugal pump doesn't care about user interface design. #HM26 #sie_us