this is bad, and better safeguards need to be implemented to protect people from this
SAFETY
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Mastering AI Prompts in 2026
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Step 1: Understand what prompts actually are in 2026 Prompts aren't questions. They're instructions that control AI behavior. A prompt has: role, context, task, constraints, output format. Master these 5 elements and you control any AI model. This is the foundation everything
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Evaluating Agentic AI Systems: Rubrics, Ensembles, and Simulation
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ICYMI — Part V of our rubric series looks ahead at how AI systems will be evaluated as they become more agentic, multi-turn, and tool-using.
Rubrics + evaluator ensembles + simulation environments = quality and reliability https://
snorkel.ai/blog/part-v-fu
ture-direction-and-emerging-trends/
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#AI #Evaluation #AgenticAI -
Eric Schmidt Warns About AI’s Transformative Power Within 5 Years
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L’ancien PDG de Google, Eric Schmidt, lâche un avertissement glaçant sur l’avenir de l’IA.
— VISION IA (@vision_ia) 30 décembre 2025
« D’ici 5 ans, l’IA pourrait gérer un contexte infini, un raisonnement en chaîne avec des solutions en 1 000 étapes, et des millions d’agents travaillant ensemble.À terme, elles… pic.twitter.com/Jg7O1UtV7iThe former Google CEO, Eric Schmidt, issues a chilling warning about the future of AI. "Within 5 years, AI could handle an infinite context, chain-of-thought reasoning with solutions in 1,000 steps, and millions of agents working together. In the long run, they will develop
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SafeHaven: Edge AI Home Security Without Cloud
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30% of home break-ins happen through unlocked doors. Shashi Bhat’s #SmarterSpaces project, SafeHaven, will use edge AI to watch over garages, doors & backyards — with zero cloud. Alerts you. Even acts for you.
All local. All private. https://
eu1.hubs.ly/H0qzZtV0
#SmartHome -
AI Job Apocalypse Solution: A One Percent Approach
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A good idea from @theRealSalKhan
, although I don't think it will be sufficient in the long run.
#RiseoftheRobots A 1 Percent Solution to the Looming #AI Job Apocalypse -
Lightcone and MIRI both essential for human survival and community
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On my read of things, both Lightcone and MIRI are necessary. If the world will be saved at all, it will be saved by people, and those people need community to stay alive and sane and in contact with each other.
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MIRI’s Role in AI Alignment Research and Theory
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MIRI is the organization that I founded in 2000. In the old days it did most of the deep theory on alignment research, if you filter out the wacky optimistic hopium. MIRI is approximately the only organized group on the planet where you can ask "So what goes wrong if you just
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MIRI and Lightcone Final Fundraiser Push Recommendation
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MIRI and Lightcone's SFF-matched fundraisers are coming down to the wire the next 3 days (as such often do). MIRI has $1M of $1.6M remaining on its match. Lightcone needs $1.6M of $2.6M. **If** you're equally motivated to donate to either, I'd say fill Lightcone's first.
