AI圈报教程 / 实战普通
How fast is Laya on a CPU? Reading the 4-core server benchmarks
内容摘要
Can you run Laya without a GPU? Yes, and the upstream project now publishes enough CPU measurements...
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Your training run died at epoch 47. The logs show nothing useful — just a silent hang and a CUDA...
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The Hidden Bill: Where AI Agent Costs Actually Come From
The model's per-token price is the cheapest part of running an AI agent. The real bill comes from the loop around it. Here's where the money actually goes.
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I tried to catch Next.js contradicting itself. It never did.
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Your API's newest users are agents...
Who called your API last? For us, the honest answer is more and more often an agent. Claude Code...
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A stop rule that trusts one score is worse than a dumb budget
Field note 009. A replication of a published agent-loop benchmark, and what it hides. ...
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Stop Paying Full Price For Every LLM Call
An LLM bill has 2 parts: rate and volume. You can adjust both. But a default request barely changes...
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I built a public, cryptographically signed test registry for AI agents (student project)
Hi everyone! 👋 I’m a final-year BTech CSE student. The Problem I Noticed As AI agents start doing...
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Building FraudGraph Agent: Autonomous Fraud Investigation & Policy-Compliant Next-Best Action with TigerGraph
How we combined TigerGraph 4.2.5, Model Context Protocol (MCP), calibrated Graph ML, Vector GraphRAG, and deterministic policy enforcement to build an enterprise-grade autonomous fraud investigator.
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An Agent That Knows When It Doesn't Know - Fraud Investigation on TigerGraph
What We Built We built an agentic fraud investigation system on TigerGraph for the...
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I wanted an AI tutor that would notice when I didn't actually get something, so I built one
I've been working on something called Vectra, and I've been thinking about this problem for a...
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