AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：arXiv:2610.10549v1 Announce Type: new Abstract: Tool-calling agents have become central to enterprise AI, yet training and evaluating them at scale remains severely constrained due to business and legal restrictions on enterprise systems, data, and database schemas. Tabular data synthesis offers a natural alternative, but its effectiveness is fundamentally limited by structural validity and schema availability, while procedure-based approaches yield the opposite weakness, typically lacking distributional fidelity without per-domain authoring. We introduce **Synthesis Through Simulation** (STS), a **schema--free** data synthesis paradigm in which an LLM agent generates data by executing operations against policy-enforcing APIs within simulated enterprise environ…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：arXiv:2610.10541v1 Announce Type: new Abstract: Knowledge Graph (KG) quality depends not only on downstream graph validation, but also on the quality of tabular metadata used before integration. In metadata-only Semantic Table Interpretation (STI), where cell values are unavailable, noisy, or unsuitable, column headers become a critical source of semantic evidence for traceable KG preparation. We present an explainable, header-centric framework for metadata-only Column Type Annotation (CTA) and Data Quality Assessment (DQA). The framework maps headers to 39 interpretable FinalFormat types using curated lexical resources and preserves token-level traceability through SourceKeywords. Each assigned type activates validation rules based on a taxonomy of Data Qualit…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：The agent can use enterprise business context for knowledge work. However, questions about cost and integration with other tools could be difficult for enterprises.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：A spokesperson behind the tech company’s AI chatbot has not yet specified what counts as abusive or cruel content Anthropic has barred users from exhibiting “sustained and needless abusive or cruel behavior” toward its models, as the company’s leaders continue to ponder machine consciousness. The Verge first reported the change in policy. Continue reading...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discover how Snyk transformed an internal support agent into Snyk Assist, a customer-facing AI feature powered by LangChain, LangGraph, and LangSmith.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译： Release: ttok 1.0 I released ttok 0.4, ran uv tool upgrade ttok, piped a file into the new version... and realized that it was defaulting to the GPT-4 tokenizer when it should very clearly default to GPT-5/GPT-6 instead! I figured switching the default was a reasonable excuse to finally ship a 1.0. OpenAI haven't actually confirmed that GPT-6 uses the same tokenizer as the GPT-5 family yet - there's an angry issue about it - but I found this commit by William Liu which reports on an experiment he ran confirming that the tokenizers are likely the same: All seven GPT models (5.5, 5.6 Sol/Terra/Luna, 6 Astra/Sol/Luna) report 44,794 tokens and match each other on every one of the 31 fixtures. GPT-6 introduces no input-count change on this corpus. Tags: projects, a…

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：New Western open-weight models could give enterprises an alternative to Chinese and proprietary AI, but greater control also brings new responsibilities.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译： Release: ttok 0.4 ttok is my CLI tool for counting tokens, using OpenAI's open source tiktoken library. It hasn't been in updated in a couple of years, but I finally fixed a Click warning, updated CI, and added a --list-models command to list available models. It works with uvx, so you can count tokens in anything like this: cat file.txt | uvx ttok Tags: projects, ai, openai, generative-ai, llms, tokenization

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：a quiet day.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：We're excited to announce the publicly available Beta of the Workday Data Connect federation connector for Unity Catalog...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：The $11-a-share offer would have been the biggest debut on the stock market since the telecommunication giant in 1997 Get our breaking news email, free app or daily news podcast Firmus Technologies has scrapped what was set to be Australia’s biggest company listing in decades after investor demand for its much-hyped AI datacentre business failed to materialise. A Firmus spokesperson said the board decided that proceeding with the offer was no longer in the best interests of the company and its shareholders. Continue reading...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Amid a cost-of-living crisis, with US midterms a month away, the president held a ceremony to celebrate our tech overlords – again He stands accused of being out of touch, enriching himself and his family, building a lavish White House ballroom and, with elections looming, neglecting the hardships of the voters who brought him to power. Time for Donald Trump to show he still has the common touch? Nope. Continue reading...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：AI has changed how software gets built. As coding agents take on a growing share...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：The HL7v2 problem in the lakehouseHL7v2 is the messaging standard that quietly runs healthcare...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Anthropic's offering to help open-source projects track down security vulnerabilities with a new service called OSS Scanner. It says open-source projects that opt-in will get "thorough, periodic security scans by our strongest models at no cost." That could mean open-source projects get alerted about possible security issues sooner, but the trade-off is that OSS Scanner's reports don't come with human review: The outputs of this opt-in vulnerability scanner will be fully model-generated, without human review or triage. This will enable faster and more frequent scanning, but means that it is possible reports will be incorrect or invalid. Th … Read the full story at The Verge.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：MIT Statistics and Data Science Center Director Alexander (Sasha) Rakhlin shares important considerations for departments and institutions.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：MIT Statistics and Data Science Center Director Alexander (Sasha) Rakhlin shares important considerations for departments and institutions.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Under the program, the vendor provides enterprises with models that can defend against bad actors.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Turning a simulation idea into a working application means assembling assets, connecting physics and rendering, and checking that the scene behaves as intended. Developers are combining frontier AI models with NVIDIA Omniverse libraries to help carry out that work — building applications for exploring scenarios, investigating failures and improving designs. Developers direct AI agents through […]

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Turning a simulation idea into a working application means assembling assets, connecting physics and rendering, and checking that the scene behaves as intended. Developers are combining frontier AI models with NVIDIA Omniverse libraries to help carry out that work — building applications for exploring scenarios, investigating failures and improving designs. Developers direct AI agents through […]

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译： Computer programming is, fundamentally, about two things: Problem-solving using computers Learning to control complexity while solving these problems I have a hard time imagining a future where knowing how to solve problems with computers and how to control the complexity of those solutions is less valuable than it is today, so I think it will continue to be a viable career even with the advent of AI tools. — Carson Gross Tags: computer-science, carson-gross, careers, ai

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Part I — The problemFour sectors, one bottleneckHospitals and health systems generate...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：The California State Athletic Commission sent a cease-and-desist letter to a startup that hosted a match between a human and a robot last month, as reported by The New York Times. The fight, which took place on September 18th, pitted a human, Frankie LaPenna, against a humanoid robot owned by a tech startup, Rek, that was being piloted by a human using what the NYT described as a "remote virtual-reality system." Rek says it is the "the humanoid robot fighting league" on its website, and the robot appears to be one from EngineAI but with a Terminator-like head swapped on top. You can watch a replay of the fight on YouTube: The CEO of Rek, … Read the full story at The Verge.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：The incident is the latest to raise questions about the growing reliance on digital maps for wilderness navigation The route up the Widowmaker Arete, a 1,700-foot wall in British Columbia, is deceptively described as “mostly easy slab climbing”, interspersed with “short steep sections that can include finger cracks, blocky face climbing”. It requires careful planning, and the right equipment. When 16-year-old Bryce Vincent Gowryluk found himself facing its sheer headwall last week, he had neither. He did, however, ask the AI chatbot Claude for directions. Continue reading...

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Discussion | Link

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：A month after OpenAI gave ChatGPT Work a data agent that builds dashboards, Anthropic on Thursday shipped its own version. Claude Dashboards, The post Claude can now build your dashboards appeared first on The New Stack.

AI 服务暂时不可用，以下为来源摘要，待恢复后补全翻译：Operational databases like Postgres are built to reliably execute highly concurrent...