Microsoft to take to Ai competitors with launch of three cutting-edge foundational models - Firstpost
Microsoft to take to Ai competitors with launch of three cutting-edge foundational models Firstpost
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MongoDB Predictive Auto-Scaling: An Experiment
You can often predict a load spike before it arrives. Maybe it happens at the same time every day, or there’s always a spike at midnight on a Friday when you run a certain batch job. Or maybe it’s not cyclical, but load is rising steadily, and it’s a reasonable guess that it will keep rising for a while. MongoDB Atlas’s reactive auto-scaler handles these spikes, but scaling to the right size takes several minutes. What if MongoDB Atlas could use these temporal patterns—cycles and trends—to scale up a replica set before it’s overloaded? In 2023, we prototyped predictive auto-scaling. We wanted to see if it was possible to predict rises and falls in load on MongoDB Atlas replica sets. We researched which machine learning models made the best predictions, and estimated how much a predictive a
Why People Say “MCP Sucks”: Which Critiques Matter Most
The practical takeaway is straightforward. The strongest objections to the Model Context Protocol (MCP) are not ideological. They are operational. They center on token cost, security, cloud deployment, and enterprise controls. The weaker objections tend to be broader complaints that MCP is unnecessary or too closely tied to Anthropic. For teams building AI products, the Continue reading "Why People Say “MCP Sucks”: Which Critiques Matter Most" The post Why People Say “MCP Sucks”: Which Critiques Matter Most appeared first on Gradient Flow .
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