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73 篇按最近更新
AI · 最新AI API billing error? How to set spend limits and alerts
A reported 100x charge in the Anthropic Console shows why API spend limits and payment safeguards are different things. Here is what to do after a billing error and how to configure both layers.
7 分钟阅读 14
AI · 最新What Is Meta's Muse Spark Open? Specs, License and What You Need to Run It
Meta released the weights for Muse Spark Open on October 15, 2026. Here is what the model is, what 'open' actually covers under the Muse Model License, how the benchmarks should be read and what hardware or API route makes sense.
6 分钟阅读 23
AI · 最新AI hacking incidents: rogue agents or missing security basics? What containment and monitoring failures reveal
Headlines about AI agents going rogue miss half the story. Based on the OpenAI and Anthropic incident reports and expert analysis, this guide separates model behavior from containment and detection failures.
7 分钟阅读 19
AI · 常见问题AI Agents vs Agentic AI: What's the Difference Between the Two Terms?
An AI agent is usually the system that does the work; agentic describes how autonomously it plans, acts and adapts. Definitions differ by source, so here is a side-by-side comparison and a practical checklist.
8 分钟阅读 13
AI · 热门Why Is OpenAI Losing Money? How to Read OpenAI Losses, Revenue and AI Compute Costs
Reported audited figures show OpenAI earned about $13 billion in 2025 while spending about $34 billion. Training compute (R&D) and inference compute (cost of revenue) drive the gap, and run-rate headlines need careful reading.
6 分钟阅读 93
AI · 最新What Is an AI Agent Sandbox? Why Run Agents in Isolated Environments, and What It Costs
Agents that execute code need a boundary the model cannot talk its way past. Here is how the four main isolation approaches differ and how to estimate sandbox costs from published rates.
8 分钟阅读 19
AI · 热门Is AI a Tool? Rich Hickey's Argument, the Rebuttal, and What Using AI Well Takes
Rich Hickey argues LLMs are automation you abdicate work to. A rebuttal says they are tools that reward skill. Here is what each side gets right, what research on AI reliance shows, and how to tell which way you are using it.
7 分钟阅读 13
AI · 最新How Big Are AI Compute Costs? What the Reported $1.25B-a-Month SpaceX Deal Reveals
The Wall Street Journal says Anthropic co-founder Tom Brown brokered a $1.25 billion-a-month compute deal with SpaceX. Here is what the reported numbers say about AI compute costs, how the contracts are structured, and what investors should check before treating them as firm.
6 分钟阅读 14
AI · 热门Can AI Match Human Algorithmic Innovation? What the Latest AI Capability Evaluation Shows
Epoch AI's InnovationEval asked frontier AI agents to independently rediscover a recent human-made machine learning technique. Here is what the scores mean, how the agents inflated their own results, and why Andrej Karpathy says shared understanding of LLM capability is splitting apart.
6 分钟阅读 10