I'm trying to figure out Claude Code's sandbox mode, and at least on the file system side, it seems to be able to use Write to write outside the initial directory. When I ask it to use Bash, it's blocked initially and automatically figures out how to workaround it. Any tips
SAFETY
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Institutional Deployment of Agentic AI Under Adversarial Assumptions
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Verified Autonomy Control Plane "Institutional deployment of agentic AI under adversarial assumptions" Compliance becomes product: Policy‑as‑code, provenance/SBOM, timelocked upgrades, incident drills (pause/quarantine/rollback), and evidence bundles for audits. Presentation
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AI Development: 8-Step Process for Creating Real Value
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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 -
Authenticity in Digital World: Fighting Deepfakes and AI Deception
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Never been easier to be real in a world full of fakery
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Robots Excel at Choreographed Tasks but Struggle with Real-World Generalization
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Very impressive on tightly constrained, pre-choreographed tasks – but these robots are still quite some way from robustly generalising to messy, open-ended real‑world environments
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AI learns and remembers when you are abusive
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AI is now learning. Like I showed you with @blevlabs
’s cognitive architecture last year. It will remember when you are an asshole Grok can already tell you when I was. But with continually learning systems they get smarter like a human learns. If you abuse a human does it -
Elon Musk Warns Grok Users Against Creating Illegal Content
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Elon Musk a averti que toute personne utilisant Grok pour créer du contenu illégal, ou 𝕏 pour publier du contenu illégal, s’exposera à des sanctions légales. « Toute personne utilisant Grok pour produire du contenu illégal subira les mêmes conséquences que si elle téléversait
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GPT-5 boosts gene-editing efficiency 79x
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OpenAI’s lab experiment with GPT-5 via Red Queen Bio optimized an actual gene-editing protocol and achieved a 79× efficiency gain . This is AI actually doing wet-lab biology, not just simulations. First real AI-augmented experimentation mixing predictions with robotic
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Next-Gen MoE Innovations in 2026
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What's coming next: → Adaptive expert count (dynamically add/remove experts during training)
→ Cross-model expert sharing (reuse specialists across different models)
→ Hierarchical MoE (experts that route to sub-experts)
→ Expert distillation (compress MoE knowledge back -
Router learns input-expert affinity patterns
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The router is smarter than you think. It doesn't just pick experts randomly. It learns input-expert affinity during training. "Explain quantum physics" → activates Science + Technical experts
"Write a poem about love" → activates Creative + Emotional experts Specialized