AI (Artificial Intelligence)

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How an AI Agent Chooses What to Do Under Tokens, Latency, and Tool-Call Budget Constraints?

In this tutorial, we build a cost-aware planning agent that deliberately balances output quality against real-world constraints such as token usage, latency, and tool-call budgets. We design the agent to generate multiple candidate actions, estimate their expected costs and benefits, and then select an execution plan that maximizes value while staying within strict budgets. With

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The ocean floor is turning into the world’s biggest plastic dump site killing hundreds of underwater species

The ocean floor is becoming a massive plastic dump, with debris accumulating in deep-sea canyons and harming marine life. Scientists warn that this hidden pollution, dominated by plastics and ghost fishing gear, poses a long-term threat to hundreds of species. Prevention is the only viable solution, as deep-sea cleanup is impractical.

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The Week’s 10 Biggest Funding Rounds: A Big Week For AI And Drone Delivery

Want to keep track of the largest startup funding deals in 2025 with our curated list of $100 million-plus venture deals to U.S.-based companies? Check out The Crunchbase Megadeals Board. This is a weekly feature that runs down the week’s top 10 announced funding rounds in the U.S. Check out last week’s biggest funding deal

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