AI Agent开始执行文件任务，难点正在从写代码转向可靠交付
AI Agent正从内容生成走向实际任务执行。处理本地文件看似是一个普通办公场景，却暴露出任务理解、代码执行、结果验证与权限管理等关键问题。Python-Use提供了一种新的执行思路，但Agent真正走向工作场景，仍需跨越可靠性与安全性的门槛。
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Announcing ClickHouse Observability - fully managed observability on ClickHouse Cloud
Introducing ClickHouse Observability: fully managed observability with the speed and scale of ClickHouse. Just send telemetry; we'll handle the rest. Plus, build the observability experience you've always wanted with a simple prompt in Observability Apps.
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ClickHouse
b12229
A fix was implemented to ensure the OpenAI-compatible chat completions endpoint correctly processes JSON schema when provided at the top level in response_format.schema, rather than requiring it to be nested within response_format.json_schema.schema. The update also improves error messages, documents the correct usage in the README, and adds test cases to verify behavior, resolving issue #10732.
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llama.cpp releases
Cisco research: Trust, not technology, is now the speed limit on enterprise AI
For several years, the conversation about enterprise artificial intelligence has focused on capability: which model is smartest and which GPU is fastest. That made sense when technology was the constraint. It isn’t anymore. AI can now do far more than most organizations will allow, and the gap is trust. That’s the core finding of “Permission […] The post Cisco research: Trust, not technology, is now the speed limit on enterprise AI appeared first on SiliconANGLE.
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SiliconANGLE AI
Closing the AI guidance gap in education
Lessons from OpenAI’s EMEA education partnerships and new ThinkYoung research. Supporting teachers, AI literacy and independent learning.
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OpenAI 官方新闻
Fable 5.2 and Jagged AGI
General, often expert, and sometimes jagged
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One Useful Thing
Helping caregivers use AI in everyday life
OpenAI Academy is bringing free, hands-on ChatGPT workshops to caregivers in five U.S. cities, helping them build practical AI skills for everyday life.
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OpenAI 官方新闻
How Stripe Built Kai on Deep Agents in 1 Week
Learn how Stripe built Kai, a company-wide AI agent on LangChain, LangGraph, and Deep Agents, reaching 5,000 users in roughly 4 weeks.
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LangChain
IBM builds on hybrid cloud and governance to advance its enterprise AI operating model
Enterprises are moving beyond AI pilots, putting greater emphasis on governance, production readiness and measurable business outcomes. Research from Deloitte highlights a significant gap between enterprise AI ambition and execution: 54% of organizations plan to move at least 40% of their AI initiatives into production within six months. Yet only 25% have done so today. IBM […] The post IBM builds on hybrid cloud and governance to advance its enterprise AI operating model appeared first on SiliconANGLE.
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SiliconANGLE AI
Langfuse launches AI Gateway
One open source entry point for all AI usage in your company. See every model call, who made it and what it cost, natively traced in Langfuse.
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ClickHouse