Another Indian doing a job that Americans don’t want to do any more.
AI
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Data Diodes Meet European Critical Infrastructure Security Standards
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Data diode compatibility addresses the most stringent European cybersecurity requirements. Critical infrastructure needs physical air gaps while maintaining operational data access.
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Infrastructure Development for AI Agents Support
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no support for agents yet, doing the infra work to make this happen
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Unity Catalog Business Semantics Unifies Metrics for AI and Teams
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Unity Catalog Business Semantics brings a shared way to define metrics, dimensions, and rules at the data layer.
— Databricks (@databricks) 21 avril 2026
Instead of definitions living inside BI tools, teams and AI agents can work from the same governed logic across dashboards, queries, and notebooks.
Metric Views… pic.twitter.com/41i8uHjt82Unity Catalog Business Semantics brings a shared way to define metrics, dimensions, and rules at the data layer. Instead of definitions living inside BI tools, teams and AI agents can work from the same governed logic across dashboards, queries, and notebooks. Metric Views
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Hybrid orchestration for agentic AI workloads and local integration
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As agentic workloads expand, the best orchestration hybridizes centralized servers and CPUs for the ultimate continuity. Especially when you want your AI to use your local apps and messages.
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API Keys Limitation: Infrastructure Work for Non-Mainline Model Support
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yeah just for API keys right now, it requires some infra work for all the non-mainline models to make support happen for things like agents
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DeepMind’s Deep Research Max Version Advances Mathematics Capabilities
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New update to DeepMind's Deep Research that takes a leap in capabilities compared to the previous version and incorporates an even more powerful Max version. These are the most "frontier" versions of Gemini, so let's see what fruits it bears in mathematics and research 🙂
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Agent-World: Scaling Real-World Environment Synthesis for General Agents
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Agent-World Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence paper: https://
huggingface.co/papers/2604.18
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Brain-Computer Interfaces and Autonomous Vehicles: Overcoming User Resistance
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Brain computer interfaces. People hate the idea that they will have a hat on, or have wires connected to their brains. But they haven't seen the superpowers they will get yet. Autonomous vehicles are another. So much push back "but I love to drive." Yet when people get in them
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GPT-Image-2 Outputs Darker Than NBP: Technical Analysis
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gpt-image-2 version Outputs seem consistently darker than NBP?