Pai 的 AI 雷达
今天：边缘代理在 Jetson 上跑出（Agent 原型），从概率生成到稳定交付。并行还有 Shared Selective Persistent、用智能代理把 CUDA Tile、Glyph。
AI agents are moving from cloud data centers to vehicles, robots, and other edge devices. Unlike a chatbot that answers a single prompt, an agent works through a sequence of steps. It selects tools, evaluates their results, and continues reasoning within an increasingly long conv
Agentic LLM systems that generate code through multi-turn tool use face a fundamental context problem: each session starts from zero, discarding the configuration choices, domain constraints, data schemas, and tool-use patterns that made previous sessions productive. Naively pers
cuTile Rust () is a tile-based system for safe, idiomatic GPU kernel authoring in the Rust programming language. Extending the Rust ownership model to tile-based GPU kernels, it splits mutable outputs into disjoint pieces and preserves the host-side ownership contract across kern
Enterprise data lakes accumulate tables faster than human stewards can document or classify them, leaving columns with missing descriptions and unassigned governance labels. This documentation debt undermines data discovery, access control, and regulatory compliance. We present G
Anthropic 宣布 Claude Cowork 与聊天合并为一个 Claude，任务无需再选择入口，Cowork 和 Design 的能力可在任意对话中使用，未来几周内向 Pro 和 Max 计划推出。 🔗 阅读原文 via AIHOT · https://aihot.news/items/cmu4c8qar0hzero4w3b6n1jyf
Google is launching early access to a new MCP server for Google Home, allowing AI agents like Claude, ChatGPT, and others to control connected devices, review camera summaries, and access smart home activity using natural language.
Anthropic is merging Claude Chat and Cowork into a single product. Instead of users picking between interfaces, Claude now decides on its own whether a task needs a quick answer or a bigger workflow. The update also adds Claude Docs and Claude Slides for creating documents and pr
AIUC first got our attention with the NFDG backing, and have just announced a $40M series A today, with the most impressive industry advisor list we may have ever seen for an early startup behind AIUC-1 , their agent standard backed by real insurance: From being Anthropic’s first
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